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Alok N. Choudhary

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affiliation: Northwestern University, Evanston, IL, USA
affiliation (former): Syracuse University, NY, USA

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2020 – today

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2024
[c370]
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Alexandra L. Day, Carolin B. Wahl, Roberto dos Reis, Wei-keng Liao, Vinayak P. Dravid, Alok N. Choudhary, Ankit Agrawal:
Automated Nanoparticle Image Processing Pipeline for AI-Driven Materials Characterization. CIKM 2024: 4462-4469
2023
[j129]
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Vishu Gupta, Kamal Choudhary, Yuwei Mao, Kewei Wang, Francesca Tavazza, Carelyn Campbell, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
MPpredictor: An Artificial Intelligence-Driven Web Tool for Composition-Based Material Property Prediction. J. Chem. Inf. Model. 63(7): 1865-1871 (2023)
[j128]
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Yuwei Mao, Hui Lin, Christina Xuan Yu, Roger Frye, Darren Beckett, Kevin Anderson, Lars Jacquemetton, Fred Carter, Zhangyuan Gao, Wei-keng Liao, Alok N. Choudhary, Kornel F. Ehmann, Ankit Agrawal:
A deep learning framework for layer-wise porosity prediction in metal powder bed fusion using thermal signatures. J. Intell. Manuf. 34(1): 315-329 (2023)
[c369]
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Claire Songhyun Lee, V. Hewes, Giuseppe Cerati, Jim Kowalkowski, Adam Aurisano, Ankit Agrawal, Alok N. Choudhary, Wei-Keng Liao:
A Case Study of Data Management Challenges Presented in Large-Scale Machine Learning Workflows. CCGrid 2023: 71-81
[c368]
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Vishu Gupta, Yuhui Lyu, Derick Suarez, Yuwei Mao, Wei-Keng Liao, Alok N. Choudhary, Wing Kam Liu, Gianluca Cusatis, Ankit Agrawal:
Physics-based Data-Augmented Deep Learning for Enhanced Autogenous Shrinkage Prediction on Experimental Dataset. IC3 2023: 188-197
[c367]
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Yuwei Mao, Mahmudul Hasan, Claire Songhyun Lee, Muhammed Nur Talha Kilic, Vishu Gupta, Wei-Keng Liao, Alok N. Choudhary, Pinar Acar, Ankit Agrawal:
A Deep Learning Framework for Time-Series Processing-Microstructure-Property Prediction. ICMLA 2023: 890-893
[c366]
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Vishu Gupta, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
Pre-Activation based Representation Learning to Enhance Predictive Analytics on Small Materials Data. IJCNN 2023: 1-8
[c365]
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Yuwei Mao, Shahriyar Keshavarz, Vishu Gupta, Andrew C. E. Reid, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
AI for Learning Deformation Behavior of a Material: Predicting Stress-Strain Curves 4000x Faster Than Simulations. IJCNN 2023: 1-8
[c364]
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Zanhua Huang, Kaiyuan Hou, Ankit Agrawal, Alok N. Choudhary, Robert B. Ross, Wei-Keng Liao:
I/O in WRF: A Case Study in Modern Parallel I/O Techniques. SC 2023: 94:1-94:13
2022
[j127]
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Sunwoo Lee, Qiao Kang, Reda Al-Bahrani, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Improving scalability of parallel CNN training by adaptively adjusting parameter update frequency. J. Parallel Distributed Comput. 159: 10-23 (2022)
[j126]
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Sunwoo Lee, Kaiyuan Hou, Kewei Wang, Saba Sehrish, Marc F. Paterno, James B. Kowalkowski, Quincey Koziol, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
A case study on parallel HDF5 dataset concatenation for high energy physics data analysis. Parallel Comput. 110: 102877 (2022)
[c363]
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Kewei Wang, Sunwoo Lee, Jan Balewski, Alex Sim, Peter Nugent, Ankit Agrawal, Alok N. Choudhary, Kesheng Wu, Wei-Keng Liao:
Using Multi-Resolution Data to Accelerate Neural Network Training in Scientific Applications. CCGRID 2022: 404-413
[c362]
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Vishu Gupta, Wei-Keng Liao, Alok N. Choudhary, Ankit Agrawal:
Which Deep Learning Framework Should I Use: A Comparative Study For Deep Regression Modeling. CSCI 2022: 72-77
[c361]
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Yuwei Mao, Vishu Gupta, Kewei Wang, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
To Shuffle or Not To Shuffle: Mini-Batch Shuffling Strategies for Multi-class Imbalanced Classification. CSCI 2022: 298-301
[c360]
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Vishu Gupta, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
BRNet: Branched Residual Network for Fast and Accurate Predictive Modeling of Materials Properties. SDM 2022: 343-351
[i17]
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  - journals/corr/abs-2205-01168
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Sunwoo Lee, Kaiyuan Hou, Kewei Wang, Saba Sehrish, Marc F. Paterno, James Kowalkowski, Quincey Koziol, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
A Case Study on Parallel HDF5 Dataset Concatenation for High Energy Physics Data Analysis. CoRR abs/2205.01168 (2022)
[i16]
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  - journals/corr/abs-2211-04011
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Dipendra Jha, K. V. L. V. Narayanachari, Ruifeng Zhang, Justin Liao, Denis T. Keane, Wei-keng Liao, Alok N. Choudhary, Yip-Wah Chung, Michael J. Bedzyk, Ankit Agrawal:
An Incremental Phase Mapping Approach for X-ray Diffraction Patterns using Binary Peak Representations. CoRR abs/2211.04011 (2022)
2021
[j125]
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Arindam Paul, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
Harnessing Psycho-lingual and Crowd-Sourced Dictionaries for Predicting Taboos in Written Emotional Disclosure in Anonymous Confession Boards. J. Heal. Informatics Res. 5(3): 319-341 (2021)
[c359]
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Kaiyuan Hou, Qiao Kang, Sunwoo Lee, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Supporting Data Compression in PnetCDF. IEEE BigData 2021: 86-97
[c358]
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Sunwoo Lee, Qiao Kang, Kewei Wang, Jan Balewski, Alex Sim, Ankit Agrawal, Alok N. Choudhary, Peter Nugent, Kesheng Wu, Wei-keng Liao:
Asynchronous I/O Strategy for Large-Scale Deep Learning Applications. HiPC 2021: 322-331
[c357]
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Reda Al-Bahrani, Dipendra Jha, Qiao Kang, Sunwoo Lee, Zijiang Yang, Wei-Keng Liao, Ankit Agrawal, Alok N. Choudhary:
SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network. ICPRAM 2021: 349-356
[c356]
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Dipendra Jha, K. V. L. V. Narayanachari, Ruifeng Zhang, Denis T. Keane, Wei-keng Liao, Alok N. Choudhary, Yip-Wah Chung, Michael J. Bedzyk, Ankit Agrawal:
Enhancing Phase Mapping for High-throughput X-ray Diffraction Experiments using Fuzzy Clustering. ICPRAM 2021: 507-514
[i15]
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Zijiang Yang, Dipendra Jha, Arindam Paul, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materials Design. CoRR abs/2101.10553 (2021)
2020
[j124]
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Jianwei Liao, Zhibing Sha, Zhigang Cai, Zhiming Liu, Kenli Li, Wei-Keng Liao, Alok N. Choudhary, Yutaka Ishikawa:
Toward Efficient Block Replication Management in Distributed Storage. ACM Trans. Model. Perform. Evaluation Comput. Syst. 5(3): 13:1-13:27 (2020)
[j123]
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Qiao Kang, Sunwoo Lee, Kaiyuan Hou, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Improving MPI Collective I/O for High Volume Non-Contiguous Requests With Intra-Node Aggregation. IEEE Trans. Parallel Distributed Syst. 31(11): 2682-2695 (2020)
[c355]
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Sunwoo Lee, Qiao Kang, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Communication-Efficient Local Stochastic Gradient Descent for Scalable Deep Learning. IEEE BigData 2020: 718-727
[c354]
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Qiao Kang, Alex Sim, Peter Nugent, Sunwoo Lee, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary, Kesheng Wu:
Predicting Resource Requirement in Intermediate Palomar Transient Factory Workflow. CCGRID 2020: 619-628
[c353]
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Zijiang Yang, Tetsushi Watari, Daisuke Ichigozaki, Akita Mitsutoshi, Hiroaki Takahashi, Yoshinori Suga, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
Heterogeneous Feature Fusion Based Machine Learning on Shallow-Wide and Heterogeneous-Sparse Industrial Datasets. ICPR Workshops (4) 2020: 566-577
[c352]
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Qiao Kang, Robert B. Ross, Robert Latham, Sunwoo Lee, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Improving all-to-many personalized communication in two-phase I/O. SC 2020: 10
[i14]
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  - journals/corr/abs-2008-08519
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Esteban Rangel, Nicholas Frontiere, Salman Habib, Katrin Heitmann, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary:
Building Halo Merger Trees from the Q Continuum Simulation. CoRR abs/2008.08519 (2020)

2010 – 2019

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2019
[j122]
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Reda Al-Bahrani, Ankit Agrawal, Alok N. Choudhary:
Survivability prediction of colon cancer patients using neural networks. Health Informatics J. 25(3) (2019)
[j121]
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Qiao Kang, Jesper Larsson Träff, Reda Al-Bahrani, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Scalable Algorithms for MPI Intergroup Allgather and Allgatherv. Parallel Comput. 85: 220-230 (2019)
[c351]
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Sunwoo Lee, Qiao Kang, Sandeep Madireddy, Prasanna Balaprakash, Ankit Agrawal, Alok N. Choudhary, Richard Archibald, Wei-keng Liao:
Improving Scalability of Parallel CNN Training by Adjusting Mini-Batch Size at Run-Time. IEEE BigData 2019: 830-839
[c350]
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Qiao Kang, Ankit Agrawal, Alok N. Choudhary, Alex Sim, Kesheng Wu, Rajkumar Kettimuthu, Peter H. Beckman, Zhengchun Liu, Wei-keng Liao:
Spatiotemporal Real-Time Anomaly Detection for Supercomputing Systems. IEEE BigData 2019: 4381-4389
[c349]
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Ankit Agrawal, Abhinav Saboo, Wei Xiong, Gregory B. Olson, Alok N. Choudhary:
Martensite Start Temperature Predictor for Steels Using Ensemble Data Mining. DSAA 2019: 521-530
[c348]
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Arindam Paul, Mojtaba Mozaffar, Zijiang Yang, Wei-keng Liao, Alok N. Choudhary, Jian Cao, Ankit Agrawal:
A Real-Time Iterative Machine Learning Approach for Temperature Profile Prediction in Additive Manufacturing Processes. DSAA 2019: 541-550
[c347]
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Zijiang Yang, Tetsushi Watari, Daisuke Ichigozaki, Kei Morohoshi, Yoshinori Suga, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
Data-Driven Insights from Predictive Analytics on Heterogeneous Experimental Data of Industrial Magnetic Materials. ICDM Workshops 2019: 806-813
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Dipendra Jha, Aaron Gilad Kusne, Reda Al-Bahrani, Nam Nguyen, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
Peak Area Detection Network for Directly Learning Phase Regions from Raw X-ray Diffraction Patterns. IJCNN 2019: 1-8
[c345]
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Arindam Paul, Dipendra Jha, Reda Al-Bahrani, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
Transfer Learning Using Ensemble Neural Networks for Organic Solar Cell Screening. IJCNN 2019: 1-8
[c344]
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Zijiang Yang, Reda Al-Bahrani, Andrew C. E. Reid, Stefanos Papanikolaou, Surya R. Kalidindi, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
Deep learning based domain knowledge integration for small datasets: Illustrative applications in materials informatics. IJCNN 2019: 1-8
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Dipendra Jha, Logan T. Ward, Zijiang Yang, Christopher Wolverton, Ian T. Foster, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
IRNet: A General Purpose Deep Residual Regression Framework for Materials Discovery. KDD 2019: 2385-2393
[i13]
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Arindam Paul, Dipendra Jha, Reda Al-Bahrani, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
Transfer Learning Using Ensemble Neural Networks for Organic Solar Cell Screening. CoRR abs/1903.03178 (2019)
[i12]
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Dipendra Jha, Logan T. Ward, Zijiang Yang, Christopher Wolverton, Ian T. Foster, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
IRNet: A General Purpose Deep Residual Regression Framework for Materials Discovery. CoRR abs/1907.03222 (2019)
[i11]
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Qiao Kang, Sunwoo Lee, Kaiyuan Hou, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Improving MPI Collective I/O Performance With Intra-node Request Aggregation. CoRR abs/1907.12656 (2019)
[i10]
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Arindam Paul, Mojtaba Mozaffar, Zijiang Yang, Wei-keng Liao, Alok N. Choudhary, Jian Cao, Ankit Agrawal:
A real-time iterative machine learning approach for temperature profile prediction in additive manufacturing processes. CoRR abs/1907.12953 (2019)
2018
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Mark Asch, Terry Moore, Rosa M. Badia, Micah Beck, Peter H. Beckman, T. Bidot, François Bodin, Franck Cappello, Alok N. Choudhary, Bronis R. de Supinski, Ewa Deelman, Jack J. Dongarra, Anshu Dubey, Geoffrey C. Fox, H. Fu, Sergi Girona, William Gropp, Michael A. Heroux, Yutaka Ishikawa, Katarzyna Keahey, David E. Keyes, Bill Kramer, J.-F. Lavignon, Y. Lu, Satoshi Matsuoka, Bernd Mohr, Daniel A. Reed, S. Requena, Joel H. Saltz, Thomas C. Schulthess, Rick L. Stevens, D. Martin Swany, Alexander S. Szalay, William M. Tang, G. Varoquaux, Jean-Pierre Vilotte, Robert W. Wisniewski, Z. Xu, Igor Zacharov:
Big data and extreme-scale computing. Int. J. High Perform. Comput. Appl. 32(4): 435-479 (2018)
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Al'ona Furmanchuk, James E. Saal, Jeff W. Doak, Gregory B. Olson, Alok N. Choudhary, Ankit Agrawal:
Prediction of seebeck coefficient for compounds without restriction to fixed stoichiometry: A machine learning approach. J. Comput. Chem. 39(4): 191-202 (2018)
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Dianwei Han, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
Parallel DBSCAN Algorithm Using a Data Partitioning Strategy with Spark Implementation. IEEE BigData 2018: 305-312
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Rajkumar Kettimuthu, Zhengchun Liu, Ian T. Foster, Peter H. Beckman, Alex Sim, Kesheng Wu, Wei-keng Liao, Qiao Kang, Ankit Agrawal, Alok N. Choudhary:
Towards Autonomic Science Infrastructure: Architecture, Limitations, and Open Issues. AI-Science@HPDC 2018: 2:1-2:9
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Qiao Kang, Jesper Larsson Träff, Reda Al-Bahrani, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Full-Duplex Inter-Group All-to-All Broadcast Algorithms with Optimal Bandwidth. EuroMPI 2018: 1:1-1:10
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Kaiyuan Hou, Reda Al-Bahrani, Esteban Rangel, Ankit Agrawal, Robert Latham, Robert B. Ross, Alok N. Choudhary, Wei-keng Liao:
Integration of Burst Buffer in High-level Parallel I/O Library for Exa-scale Computing Era. PDSW-DISCS@SC 2018: 1-12
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Tatiana V. Martsinkevich, Balazs Gerofi, Guo-Yuan Lien, Seiya Nishizawa, Wei-keng Liao, Takemasa Miyoshi, Hirofumi Tomita, Yutaka Ishikawa, Alok N. Choudhary:
DTF: An I/O Arbitration Framework for Multi-component Data Processing Workflows. ISC 2018: 63-80
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Arindam Paul, Dipendra Jha, Reda Al-Bahrani, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
CheMixNet: Mixed DNN Architectures for Predicting Chemical Properties using Multiple Molecular Representations. CoRR abs/1811.08283 (2018)
2017
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Jianwei Liao, Balazs Gerofi, Guo-Yuan Lien, Takemasa Miyoshi, Seiya Nishizawa, Hirofumi Tomita, Wei-Keng Liao, Alok N. Choudhary, Yutaka Ishikawa:
A flexible I/O arbitration framework for netCDF-based big data processing workflows on high-end supercomputers. Concurr. Comput. Pract. Exp. 29(15) (2017)
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Yusheng Xie, Zhengzhang Chen, Diana Palsetia, Goce Trajcevski, Ankit Agrawal, Alok N. Choudhary:
SILVERBACK+: scalable association mining via fast list intersection for columnar social data. Knowl. Inf. Syst. 50(3): 969-997 (2017)
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Yu Cheng, Ankit Agrawal, Huan Liu, Alok N. Choudhary:
Legislative prediction with dual uncertainty minimization from heterogeneous information. Stat. Anal. Data Min. 10(2): 107-120 (2017)
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Seung Woo Son, Saba Sehrish, Wei-keng Liao, Ron A. Oldfield, Alok N. Choudhary:
Reducing I/O variability using dynamic I/O path characterization in petascale storage systems. J. Supercomput. 73(5): 2069-2097 (2017)
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Yusheng Xie, Zhengzhang Chen, Ankit Agrawal, Alok N. Choudhary:
Distinguish Polarity in Bag-of-Words Visualization. AAAI 2017: 3344-3350
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Sunwoo Lee, Dipendra Jha, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao:
Parallel Deep Convolutional Neural Network Training by Exploiting the Overlapping of Computation and Communication. HiPC 2017: 183-192
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Esteban Rangel, Nicholas Frontiere, Salman Habib, Katrin Heitmann, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary:
Building Halo Merger Trees from the Q Continuum Simulation. HiPC 2017: 398-407
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Reda Al-Bahrani, Margaret K. Danilovich, Wei-Keng Liao, Alok N. Choudhary, Ankit Agrawal:
Analyzing Informal Caregiving Expression in Social Media. ICDM Workshops 2017: 342-349
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Qiao Kang, Wei-Keng Liao, Ankit Agrawal, Alok N. Choudhary:
A Hybrid Training Algorithm for Recurrent Neural Network Using Particle Swarm Optimization-Based Preprocessing and Temporal Error Aggregation. ICDM Workshops 2017: 812-817
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Reda Al-Bahrani, Margaret K. Danilovich, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
Towards Identifying Informal Caregivers of Alzheimer's and Dementia Patients in Social Media. ICHI 2017: 324
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Kathy Lee, Ankit Agrawal, Alok N. Choudhary:
Forecasting Influenza Levels Using Real-Time Social Media Streams. ICHI 2017: 409-414
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Kathy Lee, Sadid A. Hasan, Oladimeji Farri, Alok N. Choudhary, Ankit Agrawal:
Medical Concept Normalization for Online User-Generated Texts. ICHI 2017: 462-469
[i8]
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Zheng Yuan, William Hendrix, Seung Woo Son, Christoph Federrath, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
Parallel Implementation of Lossy Data Compression for Temporal Data Sets. CoRR abs/1703.02438 (2017)
2016
[j114]
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Tiantian Zhu, Hongyu Gao, Yi Yang, Kai Bu, Yan Chen, Doug Downey, Kathy Lee, Alok N. Choudhary:
Beating the Artificial Chaos: Fighting OSN Spam Using Its Own Templates. IEEE/ACM Trans. Netw. 24(6): 3856-3869 (2016)
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Sunwoo Lee, Wei-keng Liao, Ankit Agrawal, Nikos Hardavellas, Alok N. Choudhary:
Evaluation of K-means data clustering algorithm on Intel Xeon Phi. IEEE BigData 2016: 2251-2260
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Ruoqian Liu, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary, Marc De Graef:
Materials discovery: Understanding polycrystals from large-scale electron patterns. IEEE BigData 2016: 2261-2269
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Ruoqian Liu, Diana Palsetia, Arindam Paul, Reda Al-Bahrani, Dipendra Jha, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary:
PinterNet: A thematic label curation tool for large image datasets. IEEE BigData 2016: 2353-2362
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Qiao Kang, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary:
A Filtering-based Clustering Algorithm for Improving Spatio-temporal Kriging Interpolation Accuracy. CIKM 2016: 2209-2214
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Ankit Agrawal, Alok N. Choudhary:
A Fatigue Strength Predictor for Steels Using Ensemble Data Mining: Steel Fatigue Strength Predictor. CIKM 2016: 2497-2500
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Esteban Rangel, Nan Li, Salman Habib, Tom Peterka, Ankit Agrawal, Wei-Keng Liao, Alok N. Choudhary:
Parallel DTFE Surface Density Field Reconstruction. CLUSTER 2016: 30-39
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Zheng Yuan, William Hendrix, Seung Woo Son, Christoph Federrath, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
Parallel Implementation of Lossy Data Compression for Temporal Data Sets. HiPC 2016: 62-71
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Esteban Rangel, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary, William Hendrix:
AGORAS: A Fast Algorithm for Estimating Medoids in Large Datasets. ICCS 2016: 1159-1169
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Ankit Agrawal, Jason Scott Mathias, David Baker, Alok N. Choudhary:
Identifying hotspots in five year survival electronic health records of older adults. ICCABS 2016: 1-6
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Amar Krishna, Ankit Agrawal, Alok N. Choudhary:
Predicting the Outcome of Startups: Less Failure, More Success. ICDM Workshops 2016: 798-805
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Ankit Agrawal, Bryce Meredig, Chris Wolverton, Alok N. Choudhary:
A Formation Energy Predictor for Crystalline Materials Using Ensemble Data Mining. ICDM Workshops 2016: 1276-1279
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Ankit Agrawal, Jason Scott Mathias, David Baker, Alok N. Choudhary:
Five Year Life Expectancy Calculator for Older Adults. ICDM Workshops 2016: 1280-1283
[c317]
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Reda Al-Bahrani, Margaret K. Danilovich, Ankit Agrawal, Alok N. Choudhary:
Towards Informal Caregiver Identification in Social Media. ICHI 2016: 414
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Dianwei Han, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
A Novel Scalable DBSCAN Algorithm with Spark. IPDPS Workshops 2016: 1393-1402
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Diana Palsetia, William Hendrix, Sunwoo Lee, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
Parallel Community Detection Algorithm Using a Data Partitioning Strategy with Pairwise Subdomain Duplication. ISC 2016: 98-115
[i7]
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Siddharth Gupta, Diana Palsetia, Md. Mostofa Ali Patwary, Ankit Agrawal, Alok N. Choudhary:
A New Parallel Algorithm for Two-Pass Connected Component Labeling. CoRR abs/1606.05973 (2016)
2015
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Bharath Pattabiraman, Md. Mostofa Ali Patwary, Assefaw Hadish Gebremedhin, Wei-keng Liao, Alok N. Choudhary:
Fast Algorithms for the Maximum Clique Problem on Massive Graphs with Applications to Overlapping Community Detection. Internet Math. 11(4-5): 421-448 (2015)
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Seong Jo Kim, Yuanrui Zhang, Seung Woo Son, Mahmut T. Kandemir, Wei-keng Liao, Rajeev Thakur, Alok N. Choudhary:
IOPro: a parallel I/O profiling and visualization framework for high-performance storage systems. J. Supercomput. 71(3): 840-870 (2015)
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Yusheng Xie, Pranjal Daga, Yu Cheng, Kunpeng Zhang, Ankit Agrawal, Alok N. Choudhary:
Reducing infrequent-token perplexity via variational corpora. ACL (2) 2015: 609-615
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Kathy Lee, Ankit Agrawal, Alok N. Choudhary:
Mining Social Media Streams to Improve Public Health Allergy Surveillance. ASONAM 2015: 815-822
[c312]
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Chen Jin, Ruoqian Liu, Zhengzhang Chen, William Hendrix, Ankit Agrawal, Alok N. Choudhary:
A Scalable Hierarchical Clustering Algorithm Using Spark. BigDataService 2015: 418-426
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Chen Jin, Qiang Fu, Huahua Wang, William Hendrix, Zhengzhang Chen, Ankit Agrawal, Arindam Banerjee, Alok N. Choudhary:
Running MAP Inference on Million Node Graphical Models: A High Performance Computing Perspective. CCGRID 2015: 565-575
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Ruoqian Liu, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary, Zhengzhang Chen:
Pruned search: A machine learning based meta-heuristic approach for constrained continuous optimization. IC3 2015: 13-18
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Yu Cheng, Felix X. Yu, Rogério Schmidt Feris, Sanjiv Kumar, Alok N. Choudhary, Shih-Fu Chang:
An Exploration of Parameter Redundancy in Deep Networks with Circulant Projections. ICCV 2015: 2857-2865
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Yu Cheng, Ankit Agrawal, Huan Liu, Alok N. Choudhary:
Legislative Prediction with Dual Uncertainty Minimization from Heterogeneous Information. SDM 2015: 361-369
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Chen Jin, Zhengzhang Chen, William Hendrix, Ankit Agrawal, Alok N. Choudhary:
Incremental, distributed single-linkage hierarchical clustering algorithm using mapreduce. SpringSim (HPS) 2015: 83-92
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Yu Cheng, Felix X. Yu, Rogério Schmidt Feris, Sanjiv Kumar, Alok N. Choudhary, Shih-Fu Chang:
Fast Neural Networks with Circulant Projections. CoRR abs/1502.03436 (2015)
2014
[j111]
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Yusheng Xie, Zhengzhang Chen, Kunpeng Zhang, Yu Cheng, Daniel Honbo, Ankit Agrawal, Alok N. Choudhary:
MuSES: Multilingual Sentiment Elicitation System for Social Media Data. IEEE Intell. Syst. 29(4): 34-42 (2014)
[j110]
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Kunpeng Zhang, Yusheng Xie, Yi Yang, Aaron Sun, Hengchang Liu, Alok N. Choudhary:
Incorporating conditional random fields and active learning to improve sentiment identification. Neural Networks 58: 60-67 (2014)
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Diana Palsetia, Md. Mostofa Ali Patwary, Ankit Agrawal, Alok N. Choudhary:
Excavating social circles via user interests. Soc. Netw. Anal. Min. 4(1): 170 (2014)
[j108]
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Seung Woo Son, Zhengzhang Chen, William Hendrix, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
Data Compression for the Exascale Computing Era - Survey. Supercomput. Front. Innov. 1(2): 76-88 (2014)
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Hongyu Gao, Yi Yang, Kai Bu, Yan Chen, Doug Downey, Kathy Lee, Alok N. Choudhary:
Spam ain't as diverse as it seems: throttling OSN spam with templates underneath. ACSAC 2014: 76-85
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Yusheng Xie, Zhengzhang Chen, Diana Palsetia, Ankit Agrawal, Alok N. Choudhary:
Indexing bipartite memberships in web graphs. ASONAM 2014: 166-173
[c304]
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Diana Palsetia, Md. Mostofa Ali Patwary, William Hendrix, Ankit Agrawal, Alok N. Choudhary:
Clique guided community detection. IEEE BigData 2014: 500-509
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Yu Cheng, Quanfu Fan, Sharath Pankanti, Alok N. Choudhary:
Temporal Sequence Modeling for Video Event Detection. CVPR 2014: 2235-2242
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Alok N. Choudhary, John C. S. Lui, Keith W. Ross:
Keynote speakers: Big data science and social networks - Accelerating insights and building value. ICCCN 2014: 1-3
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Yusheng Xie, Diana Palsetia, Goce Trajcevski, Ankit Agrawal, Alok N. Choudhary:
SILVERBACK: Scalable association mining for temporal data in columnar probabilistic databases. ICDE 2014: 1072-1083
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Yu Cheng, Ankit Agrawal, Alok N. Choudhary, Huan Liu, Tao Zhang:
Social Role Identification via Dual Uncertainty Minimization Regularization. ICDM 2014: 767-772
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Yusheng Xie, Yu Cheng, Ankit Agrawal, Alok N. Choudhary:
Estimating Online User Location Distribution without GPS Location. ICDM Workshops 2014: 936-943
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Yu Cheng, Alok N. Choudhary, Jun Wang, Sharath Pankanti, Huan Liu:
Dual Uncertainty Minimization Regularization and Its Applications on Heterogeneous Data. ICDM Workshops 2014: 1163-1170
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Siddharth Gupta, Diana Palsetia, Md. Mostofa Ali Patwary, Ankit Agrawal, Alok N. Choudhary:
A New Parallel Algorithm for Two-Pass Connected Component Labeling. IPDPS Workshops 2014: 1355-1362
[c296]
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Ruoqian Liu, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
Enhancing Financial Decision-Making Using Social Behavior Modeling. SNAKDD 2014: 13:1-13:5
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Zhengzhang Chen, Seung Woo Son, William Hendrix, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing. SC 2014: 733-744
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Yu Cheng, Zhengzhang Chen, Hongliang Fei, Fei Wang, Alok N. Choudhary:
Batch Mode Active Learning with Hierarchical-Structured Embedded Variance. SDM 2014: 10-18
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Steve Harenberg, Ramona G. Seay, Stephen Ranshous, Kanchana Padmanabhan, Jitendra K. Harlalka, Eric R. Schendel, Michael P. O'Brien, Rada Chirkova, William Hendrix, Alok N. Choudhary, Vipin Kumar, Murali Doraiswamy, Nagiza F. Samatova:
Memory-efficient Query-driven Community Detection with Application to Complex Disease Associations. SDM 2014: 1010-1018
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Yu Cheng, Lisa M. Brown, Quanfu Fan, Jingjing Liu, Rogério Schmidt Feris, Alok N. Choudhary, Sharath Pankanti:
IBM-Northwestern@TRECVID 2014: Surveillance Event Detection. TRECVID 2014
[i5]
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Bharath Pattabiraman, Md. Mostofa Ali Patwary, Assefaw Hadish Gebremedhin, Wei-keng Liao, Alok N. Choudhary:
Fast Algorithms for the Maximum Clique Problem on Massive Graphs with Applications to Overlapping Community Detection. CoRR abs/1411.7460 (2014)
2013
[j107]
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Matthew Schuchhardt, Abhishek Das, Nikos Hardavellas, Gokhan Memik, Alok N. Choudhary:
The Impact of Dynamic Directories on Multicore Interconnects. Computer 46(10): 32-39 (2013)
[j106]
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Zhengzhang Chen, William Hendrix, Hang Guan, Isaac K. Tetteh, Alok N. Choudhary, Fredrick H. M. Semazzi, Nagiza F. Samatova:
Discovery of extreme events-related communities in contrasting groups of physical system networks. Data Min. Knowl. Discov. 27(2): 225-258 (2013)
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Daniel Honbo, Amit Pande, Alok N. Choudhary:
FPGA architecture for pairwise statistical significance estimation. Int. J. High Perform. Syst. Archit. 4(3): 121-131 (2013)
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Kunpeng Zhang, Doug Downey, Zhengzhang Chen, Yusheng Xie, Yu Cheng, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
A probabilistic graphical model for brand reputation assessment in social networks. ASONAM 2013: 223-230
[c290]
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Ankit Agrawal, Reda Al-Bahrani, Mark J. Russo, Jaishankar Raman, Alok N. Choudhary:
Lung transplant outcome prediction using UNOS data. IEEE BigData 2013: 1-8
[c289]
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Reda Al-Bahrani, Ankit Agrawal, Alok N. Choudhary:
Colon cancer survival prediction using ensemble data mining on SEER data. IEEE BigData 2013: 9-16
[c288]
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Yusheng Xie, Zhengzhang Chen, Kunpeng Zhang, Chen Jin, Yu Cheng, Ankit Agrawal, Alok N. Choudhary:
Elver: Recommending Facebook pages in cold start situation without content features. IEEE BigData 2013: 475-479
[c287]
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Lu Liu, Jie Tang, Yu Cheng, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
Mining diabetes complication and treatment patterns for clinical decision support. CIKM 2013: 279-288
[c286]
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Yu Cheng, Zhengzhang Chen, Jiang Wang, Ankit Agrawal, Alok N. Choudhary:
Bootstrapping active name disambiguation with crowdsourcing. CIKM 2013: 1213-1216
[c285]
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Yu Cheng, Zhengzhang Chen, Lu Liu, Jiang Wang, Ankit Agrawal, Alok N. Choudhary:
Feedback-driven multiclass active learning for data streams. CIKM 2013: 1311-1320
[c284]
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Yusheng Xie, Zhengzhang Chen, Ankit Agrawal, Alok N. Choudhary, Lu Liu:
Random walk-based graphical sampling in unbalanced heterogeneous bipartite social graphs. CIKM 2013: 1473-1476
[c283]
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Seung Woo Son, Saba Sehrish, Wei-keng Liao, Ron A. Oldfield, Alok N. Choudhary:
Dynamic file striping and data layout transformation on parallel system with fluctuating I/O workload. CLUSTER 2013: 1-8
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Zhengzhang Chen, Yusheng Xie, Yu Cheng, Kunpeng Zhang, Ankit Agrawal, Wei-keng Liao, Nagiza F. Samatova, Alok N. Choudhary:
Forecast Oriented Classification of Spatio-Temporal Extreme Events. IJCAI 2013: 2952-2954
[c281]
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Yusheng Xie, Zhengzhang Chen, Alok N. Choudhary:
Detecting and Tracking Disease Outbreaks by Mining Social Media Data. IJCAI 2013: 2958-2961
[c280]
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Chen Jin, Qiang Fu, Huahua Wang, Ankit Agrawal, William Hendrix, Wei-keng Liao, Md. Mostofa Ali Patwary, Arindam Banerjee, Alok N. Choudhary:
Solving combinatorial optimization problems using relaxed linear programming: a high performance computing perspective. BigMine 2013: 39-46
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Yu Cheng, Yusheng Xie, Zhengzhang Chen, Ankit Agrawal, Alok N. Choudhary, Songtao Guo:
JobMiner: a real-time system for mining job-related patterns from social media. KDD 2013: 1450-1453
[c278]
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Kathy Lee, Ankit Agrawal, Alok N. Choudhary:
Real-time disease surveillance using Twitter data: demonstration on flu and cancer. KDD 2013: 1474-1477
[c277]
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William Hendrix, Diana Palsetia, Md. Mostofa Ali Patwary, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
A scalable algorithm for single-linkage hierarchical clustering on distributed-memory architectures. LDAV 2013: 7-13
[c276]
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Saba Sehrish, Seung Woo Son, Wei-keng Liao, Alok N. Choudhary, Karen Schuchardt:
Improving collective I/O performance by pipelining request aggregation and file access. EuroMPI 2013: 37-42
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Md. Mostofa Ali Patwary, Diana Palsetia, Ankit Agrawal, Wei-keng Liao, Fredrik Manne, Alok N. Choudhary:
Scalable parallel OPTICS data clustering using graph algorithmic techniques. SC 2013: 49:1-49:12
[c274]
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Zhengzhang Chen, Alok N. Choudhary, John Jenkins, Vipin Kumar, Anatoli V. Melechko, Jinfeng Rao, Nagiza F. Samatova, Fredrick H. M. Semazzi:
Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships. SDM 2013: 494-502
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Ankit Agrawal, Zhengzhang Chen, Yu Cheng, Alok N. Choudhary, Haotian Liu, Md. Mostofa Ali Patwary, Yusheng Xie, Kunpeng Zhang:
Graphical Modeling of Macro Behavioral Targeting in Social Networks. SDM 2013: 740-748
[c272]
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Lisa M. Brown, Liangliang Cao, Chih-Fu Chang, Yu Cheng, Alok N. Choudhary, Noel Codella, Courtenay V. Cotton, Dan Ellis, Quanfu Fan, Rogério Schmidt Feris, Leiguang Gong, Matthew L. Hill, Gang Hua, John R. Kender, Michele Merler, Yadong Mu, Sharath Pankanti, John R. Smith, Felix X. Yu:
IBM Research and Columbia University TRECVID-2013 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), Surveillance Event Detection (SED), and Semantic Indexing (SIN) Systems. TRECVID 2013
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Bharath Pattabiraman, Md. Mostofa Ali Patwary, Assefaw Hadish Gebremedhin, Wei-keng Liao, Alok N. Choudhary:
Fast Algorithms for the Maximum Clique Problem on Massive Sparse Graphs. WAW 2013: 156-169
2012
[j104]
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Yuhong Zhang, Sanchit Misra, Ankit Agrawal, Md. Mostofa Ali Patwary, Wei-keng Liao, Zhiguang Qin, Alok N. Choudhary:
Accelerating pairwise statistical significance estimation for local alignment by harvesting GPU's power. BMC Bioinform. 13(S-5): S3 (2012)
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Alok N. Choudhary, William Hendrix, Kathy Lee, Diana Palsetia, Wei-keng Liao:
Social media evolution of the Egyptian revolution. Commun. ACM 55(5): 74-80 (2012)
[j102]
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Ankit Agrawal, Sanchit Misra, Ramanathan Narayanan, Lalith Polepeddi, Alok N. Choudhary:
Lung cancer survival prediction using ensemble data mining on SEER data. Sci. Program. 20(1): 29-42 (2012)
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Arifa Nisar, Wei-keng Liao, Alok N. Choudhary:
Delegation-Based I/O Mechanism for High Performance Computing Systems. IEEE Trans. Parallel Distributed Syst. 23(2): 271-279 (2012)
[c270]
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Yusheng Xie, Yu Cheng, Daniel Honbo, Kunpeng Zhang, Ankit Agrawal, Alok N. Choudhary, Yi Gao, Jiangtao Gou:
Probabilistic macro behavioral targeting. DUBMMSM 2012: 7-10
[c269]
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Yu Cheng, Kunpeng Zhang, Yusheng Xie, Ankit Agrawal, Alok N. Choudhary:
On active learning in hierarchical classification. CIKM 2012: 2467-2470
[c268]
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Abhishek Das, Matthew Schuchhardt, Nikos Hardavellas, Gokhan Memik, Alok N. Choudhary:
Dynamic Directories: A mechanism for reducing on-chip interconnect power in multicores. DATE 2012: 479-484
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Sriram Lakshminarasimhan, Prabhat Kumar, Wei-keng Liao, Alok N. Choudhary, Vipin Kumar, Nagiza F. Samatova:
On the path to sustainable, scalable, and energy-efficient data analytics: Challenges, promises, and future directions. IGCC 2012: 1-6
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William Hendrix, Md. Mostofa Ali Patwary, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
Parallel hierarchical clustering on shared memory platforms. HiPC 2012: 1-9
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Ankit Agrawal, Md. Mostofa Ali Patwary, William Hendrix, Wei-keng Liao, Alok N. Choudhary:
High Performance Big Data Clustering. High Performance Computing Workshop (1) 2012: 192-211
[c264]
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Yu Cheng, Yusheng Xie, Kunpeng Zhang, Ankit Agrawal, Alok N. Choudhary:
CluChunk: clustering large scale user-generated content incorporating chunklet information. BigMine 2012: 12-19
[c263]
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Yusheng Xie, Daniel Honbo, Alok N. Choudhary, Kunpeng Zhang, Yu Cheng, Ankit Agrawal:
VOXSUP: a social engagement framework. KDD 2012: 1556-1559
[c262]
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Hongyu Gao, Yan Chen, Kathy Lee, Diana Palsetia, Alok N. Choudhary:
Towards Online Spam Filtering in Social Networks. NDSS 2012
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Seong Jo Kim, Seung Woo Son, Wei-keng Liao, Mahmut T. Kandemir, Rajeev Thakur, Alok N. Choudhary:
IOPin: Runtime Profiling of Parallel I/O in HPC Systems. SC Companion 2012: 18-23
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Md. Mostofa Ali Patwary, Diana Palsetia, Ankit Agrawal, Wei-keng Liao, Fredrik Manne, Alok N. Choudhary:
A new scalable parallel DBSCAN algorithm using the disjoint-set data structure. SC 2012: 62
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Kunpeng Zhang, Yusheng Xie, Yu Cheng, Daniel Honbo, Doug Downey, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
Sentiment identification by incorporating syntax, semantics and context information. SIGIR 2012: 1143-1144
[i4]
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Bharath Pattabiraman, Md. Mostofa Ali Patwary, Assefaw Hadish Gebremedhin, Wei-keng Liao, Alok N. Choudhary:
Fast Algorithms for the Maximum Clique Problem on Massive Sparse Graphs. CoRR abs/1209.5818 (2012)
2011
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Sanchit Misra, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
Anatomy of a hash-based long read sequence mapping algorithm for next generation DNA sequencing. Bioinform. 27(2): 189-195 (2011)
[j99]
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William Hendrix, Andrea M. Rocha, Kanchana Padmanabhan, Alok N. Choudhary, Kathleen Scott, James R. Mihelcic, Nagiza F. Samatova:
DENSE: efficient and prior knowledge-driven discovery of phenotype-associated protein functional modules. BMC Syst. Biol. 5: 172 (2011)
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Ankit Agrawal, Sanchit Misra, Daniel Honbo, Alok N. Choudhary:
Parallel pairwise statistical significance estimation of local sequence alignment using Message Passing Interface library. Concurr. Comput. Pract. Exp. 23(17): 2269-2279 (2011)
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Jack J. Dongarra, Peter H. Beckman, Terry Moore, Patrick Aerts, Giovanni Aloisio, Jean-Claude Andre, David Barkai, Jean-Yves Berthou, Taisuke Boku, Bertrand Braunschweig, Franck Cappello, Barbara M. Chapman, Xuebin Chi, Alok N. Choudhary, Sudip S. Dosanjh, Thom H. Dunning, Sandro Fiore, Al Geist, Bill Gropp, Robert J. Harrison, Mark Hereld, Michael A. Heroux, Adolfy Hoisie, Koh Hotta, Zhong Jin, Yutaka Ishikawa, Fred Johnson, Sanjay Kale, Richard Kenway, David E. Keyes, Bill Kramer, Jesús Labarta, Alain Lichnewsky, Thomas Lippert, Bob Lucas, Barney Maccabe, Satoshi Matsuoka, Paul Messina, Peter Michielse, Bernd Mohr, Matthias S. Müller, Wolfgang E. Nagel, Hiroshi Nakashima, Michael E. Papka, Daniel A. Reed, Mitsuhisa Sato, Edward Seidel, John Shalf, David Skinner, Marc Snir, Thomas L. Sterling, Rick Stevens, Frederick H. Streitz, Bob Sugar, Shinji Sumimoto, William M. Tang, John A. Taylor, Rajeev Thakur, Anne E. Trefethen, Mateo Valero, Aad J. van der Steen, Jeffrey S. Vetter, Peg Williams, Robert W. Wisniewski, Katherine A. Yelick:
The International Exascale Software Project roadmap. Int. J. High Perform. Comput. Appl. 25(1): 3-60 (2011)
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Ankit Agrawal, Alok N. Choudhary:
Association Rule Mining Based HotSpot Analysis on SEER Lung Cancer Data. Int. J. Knowl. Discov. Bioinform. 2(2): 34-54 (2011)
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Alok N. Choudhary, Daniel Honbo, Prabhat Kumar, Berkin Özisikyilmaz, Sanchit Misra, Gokhan Memik:
Accelerating data mining workloads: current approaches and future challenges in system architecture design. WIREs Data Mining Knowl. Discov. 1(1): 41-54 (2011)
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Kunpeng Zhang, Yu Cheng, Wei-keng Liao, Alok N. Choudhary:
Mining millions of reviews: a technique to rank products based on importance of reviews. ICEC 2011: 12:1-12:8
[c257]
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Hongyu Gao, Yan Chen, Kathy Lee, Diana Palsetia, Alok N. Choudhary:
Poster: online spam filtering in social networks. CCS 2011: 769-772
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John Jenkins, Isha Arkatkar, John D. Owens, Alok N. Choudhary, Nagiza F. Samatova:
Lessons Learned from Exploring the Backtracking Paradigm on the GPU. Euro-Par (2) 2011: 425-437
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Kui Gao, Chen Jin, Alok N. Choudhary, Wei-keng Liao:
Supporting computational data model representation with high-performance I/O in parallel netCDF. HiPC 2011: 1-10
[c254]
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Yuhong Zhang, Sanchit Misra, Daniel Honbo, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
Efficient pairwise statistical significance estimation for local sequence alignment using GPU. ICCABS 2011: 226-231
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Ankit Agrawal, Sanchit Misra, Alok N. Choudhary, Karl Bilimoria:
Poster: Risk prediction for post-operative adverse outcomes in colorectal cancer surgery. ICCABS 2011: 232
[c252]
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Ankit Agrawal, Sanchit Misra, Ramanathan Narayanan, Lalith Polepeddi, Alok N. Choudhary:
Poster: A lung cancer mortality risk calculator based on SEER data. ICCABS 2011: 233
[c251]
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William Hendrix, Isaac K. Tetteh, Ankit Agrawal, Fredrick H. M. Semazzi, Wei-keng Liao, Alok N. Choudhary:
Community Dynamics and Analysis of Decadal Trends in Climate Data. ICDM Workshops 2011: 9-14
[c250]
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Kunpeng Zhang, Yu Cheng, Yusheng Xie, Daniel Honbo, Ankit Agrawal, Diana Palsetia, Kathy Lee, Wei-keng Liao, Alok N. Choudhary:
SES: Sentiment Elicitation System for Social Media Data. ICDM Workshops 2011: 129-136
[c249]
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Yu Cheng, Kunpeng Zhang, Yusheng Xie, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary:
Learning to Group Web Text Incorporating Prior Information. ICDM Workshops 2011: 212-219
[c248]
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Kathy Lee, Diana Palsetia, Ramanathan Narayanan, Md. Mostofa Ali Patwary, Ankit Agrawal, Alok N. Choudhary:
Twitter Trending Topic Classification. ICDM Workshops 2011: 251-258
[c247]
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Lalith Polepeddi, Ankit Agrawal, Alok N. Choudhary:
Poll: A Citation Text Based System for Identifying High-Impact Contributions of an Article. ICDM Workshops 2011: 965-968
[c246]
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Ankit Agrawal, Alok N. Choudhary:
Identifying HotSpots in Lung Cancer Data Using Association Rule Mining. ICDM Workshops 2011: 995-1002
[c245]
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Huseyin Sencan, Zhengzhang Chen, William Hendrix, Tatdow Pansombut, Fredrick H. M. Semazzi, Alok N. Choudhary, Vipin Kumar, Anatoli V. Melechko, Nagiza F. Samatova:
Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction. IJCAI 2011: 1478-1484
[c244]
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William Hendrix, Tatiana V. Karpinets, Byung-Hoon Park, Eric R. Schendel, Alok N. Choudhary, Nagiza F. Samatova:
Sensitive and Specific Identification of Protein Complexes in "Perturbed" Protein Interaction Networks from Noisy Pull-Down Data. IPDPS Workshops 2011: 512-522
[c243]
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Nithin Nakka, Ankit Agrawal, Alok N. Choudhary:
Predicting Node Failure in High Performance Computing Systems from Failure and Usage Logs. IPDPS Workshops 2011: 1557-1566
[c242]
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Nithin Nakka, Alok N. Choudhary, Gary Grider, John Bent, James Nunez, Satsangat Khalsa:
Achieving Target MTTF by Duplicating Reliability-Critical Components in High Performance Computing Systems. IPDPS Workshops 2011: 1567-1576
[c241]
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Prabhat Kumar, Berkin Özisikyilmaz, Wei-keng Liao, Gokhan Memik, Alok N. Choudhary:
High Performance Data Mining Using R on Heterogeneous Platforms. IPDPS Workshops 2011: 1720-1729
[c240]
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Ankit Agrawal, Sanchit Misra, Ramanathan Narayanan, Lalith Polepeddi, Alok N. Choudhary:
A lung cancer outcome calculator using ensemble data mining on SEER data. BIOKDD 2011: 5:1-5:9
[c239]
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Chen Jin, Saba Sehrish, Wei-keng Liao, Alok N. Choudhary, Karen Schuchardt:
Improving the Average Response Time in Collective I/O. EuroMPI 2011: 71-80
2010
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Ioan Raicu, Ian T. Foster, Mike Wilde, Zhao Zhang, Kamil Iskra, Peter H. Beckman, Yong Zhao, Alexander S. Szalay, Alok N. Choudhary, Philip Little, Christopher Moretti, Amitabh Chaudhary, Douglas Thain:
Middleware support for many-task computing. Clust. Comput. 13(3): 291-314 (2010)
[j93]
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Florin Isaila, Francisco Javier García Blas, Jesús Carretero, Wei-keng Liao, Alok N. Choudhary:
A Scalable Message Passing Interface Implementation of an Ad-Hoc Parallel I/o system. Int. J. High Perform. Comput. Appl. 24(2): 164-184 (2010)
[j92]
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Ying Liu, Jianwei Li, Wei-keng Liao, Alok N. Choudhary, Yong Shi:
High Utility Itemsets Mining. Int. J. Inf. Technol. Decis. Mak. 9(6): 905-934 (2010)
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Yan Gao, Alok N. Choudhary, Gang Hua:
A Comprehensive Approach to Image Spam Detection: From Server to Client Solution. IEEE Trans. Inf. Forensics Secur. 5(4): 826-836 (2010)
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Ankit Agrawal, Alok N. Choudhary, Xiaoqiu Huang:
Derived distribution points heuristic for fast pairwise statistical significance estimation. BCB 2010: 312-321
[c237]
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Ankit Agrawal, Alok N. Choudhary, Xiaoqiu Huang:
Non-Conservative Pairwise Statistical Significance of Local Sequence Alignment Using Position-Specific Substitution Matrices. BIOCOMP 2010: 262-268
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Daniel Honbo, Ankit Agrawal, Alok N. Choudhary:
Efficient Pairwise Statistical Significance Estimation using FPGAs. BIOCOMP 2010: 571-577
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Serkan Ozdemir, Yan Pan, Abhishek Das, Gokhan Memik, Gabriel H. Loh, Alok N. Choudhary:
Quantifying and coping with parametric variations in 3D-stacked microarchitectures. DAC 2010: 144-149
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Abhishek Das, Gokhan Memik, Joseph Zambreno, Alok N. Choudhary:
Detecting/preventing information leakage on the memory bus due to malicious hardware. DATE 2010: 861-866
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Christina M. Patrick, Mahmut T. Kandemir, Mustafa Karaköy, Seung Woo Son, Alok N. Choudhary:
Cashing in on hints for better prefetching and caching in PVFS and MPI-IO. HPDC 2010: 191-202
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Ankit Agrawal, Sanchit Misra, Daniel Honbo, Alok N. Choudhary:
MPIPairwiseStatSig: parallel pairwise statistical significance estimation of local sequence alignment. HPDC 2010: 470-476
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Yan Gao, Alok N. Choudhary, Gang Hua:
A nonnegative sparsity induced similarity measure with application to cluster analysis of spam images. ICASSP 2010: 5594-5597
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Alok N. Choudhary, Ramanathan Narayanan, Kunpeng Zhang:
High-End Analytics and Data Mining for Sustainable Competitive Advantage. ICISTM 2010: 8-15
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Sanchit Misra, Ramanathan Narayanan, Wei-keng Liao, Alok N. Choudhary, Simon Lin:
pFANGS: Parallel high speed sequence mapping for Next Generation 454-roche Sequencing reads. IPDPS Workshops 2010: 1-8
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Goce Trajcevski, Alok N. Choudhary, Ouri Wolfson, Li Ye, Gang Li:
Uncertain Range Queries for Necklaces. Mobile Data Management 2010: 199-208
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Goce Trajcevski, Alok N. Choudhary, Peter Scheuermann:
Sensing, Triggers and Mobile (Meta)Data. Mobile Data Management 2010: 331-335
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Seung Woo Son, Samuel Lang, Philip H. Carns, Robert B. Ross, Rajeev Thakur, Berkin Özisikyilmaz, Prabhat Kumar, Wei-keng Liao, Alok N. Choudhary:
Enabling active storage on parallel I/O software stacks. MSST 2010: 1-12
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Seong Jo Kim, Yuanrui Zhang, Seung Woo Son, Ramya Prabhakar, Mahmut T. Kandemir, Christina M. Patrick, Wei-keng Liao, Alok N. Choudhary:
Automated Tracing of I/O Stack. EuroMPI 2010: 72-81
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Sanchit Misra, Ramanathan Narayanan, Simon Lin, Alok N. Choudhary:
FANGS: high speed sequence mapping for next generation sequencers. SAC 2010: 1539-1546
[c223]
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Kunpeng Zhang, Ramanathan Narayanan, Alok N. Choudhary:
Voice of the Customers: Mining Online Customer Reviews for Product Feature-based Ranking. WOSN 2010

2000 – 2009

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What is the meaning of the colors in the publication lists?

2009
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David Skinner, Alok N. Choudhary:
On the Importance of End-to-End Application Performance Monitoring and Workload Analysis at the Exascale. Int. J. High Perform. Comput. Appl. 23(4): 357-360 (2009)
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Yan Gao, Ming Yang, Alok N. Choudhary:
Semi Supervised Image Spam Hunter: A Regularized Discriminant EM Approach. ADMA 2009: 152-164
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Kui Gao, Wei-keng Liao, Alok N. Choudhary, Robert B. Ross, Robert Latham:
Combining I/O operations for multiple array variables in parallel netCDF. CLUSTER 2009: 1-10
[c220]
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Ramanathan Narayanan, Bing Liu, Alok N. Choudhary:
Sentiment Analysis of Conditional Sentences. EMNLP 2009: 180-189
[c219]
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Nithin Nakka, Alok N. Choudhary, Wei-keng Liao, Lee Ward, Ruth Klundt, Marlow I. Weston:
Detailed analysis of I/O traces for large scale applications. HiPC 2009: 419-427
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Nithin Nakka, Alok N. Choudhary:
Failure Data-Driven Selective Node-Level Duplication to Improve MTTF in High Performance Computing Systems. HPCS 2009: 304-322
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Kui Gao, Wei-keng Liao, Arifa Nisar, Alok N. Choudhary, Robert B. Ross, Robert Latham:
Using Subfiling to Improve Programming Flexibility and Performance of Parallel Shared-file I/O. ICPP 2009: 470-477
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Yan Pan, Prabhat Kumar, John Kim, Gokhan Memik, Yu Zhang, Alok N. Choudhary:
Firefly: illuminating future network-on-chip with nanophotonics. ISCA 2009: 429-440
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Yu Zhang, Berkin Özisikyilmaz, Gokhan Memik, John Kim, Alok N. Choudhary:
Analyzing the impact of on-chip network traffic on program phases for CMPs. ISPASS 2009: 218-226
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Yan Gao, Alok N. Choudhary:
Active Learning Image Spam Hunter. ISVC (2) 2009: 293-302
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Prabhat Kumar, Yan Pan, John Kim, Gokhan Memik, Alok N. Choudhary:
Exploring concentration and channel slicing in on-chip network router. NOCS 2009: 276-285
[c212]
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Ramanathan Narayanan, Sanchit Misra, Simon Lin, Alok N. Choudhary:
Mining Protein Interactions from Text Using Convolution Kernels. PAKDD Workshops 2009: 118-129
[c211]
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Arifa Nisar, Waseem Ahmad, Wei-keng Liao, Alok N. Choudhary:
High Performance Parallel/Distributed Biclustering Using Barycenter Heuristic. SDM 2009: 1050-1061
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Robert B. Ross, Alok N. Choudhary, Garth A. Gibson, Wei-keng Liao:
Parallel Data Storage and Access. Scientific Data Management 2009
2008
[j89]
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Abhishek Das, Serkan Ozdemir, Gokhan Memik, Joseph Zambreno, Alok N. Choudhary:
Microarchitectures for Managing Chip Revenues under Process Variations. IEEE Comput. Archit. Lett. 7(1): 5-8 (2008)
[j88]
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Abhishek Das, David Nguyen, Joseph Zambreno, Gokhan Memik, Alok N. Choudhary:
An FPGA-Based Network Intrusion Detection Architecture. IEEE Trans. Inf. Forensics Secur. 3(1): 118-132 (2008)
[c210]
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Berkin Özisikyilmaz, Gokhan Memik, Alok N. Choudhary:
Efficient system design space exploration using machine learning techniques. DAC 2008: 966-969
[c209]
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Xi Chen, Robert P. Dick, Alok N. Choudhary:
Operating System Controlled Processor-Memory Bus Encryption. DATE 2008: 1154-1159
[c208]
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Abhishek Das, Sanchit Misra, Sumeet Joshi, Joseph Zambreno, Gokhan Memik, Alok N. Choudhary:
An Efficient FPGA Implementation of Principle Component Analysis based Network Intrusion Detection System. DATE 2008: 1160-1165
[c207]
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Yan Gao, Ming Yang, Xiaonan Zhao, Bryan Pardo, Ying Wu, Thrasyvoulos N. Pappas, Alok N. Choudhary:
Image spam hunter. ICASSP 2008: 1765-1768
[c206]
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David R. Bild, Sanchit Misra, Thidapat Chantem, Prabhat Kumar, Robert P. Dick, Xiaobo Sharon Hu, Li Shang, Alok N. Choudhary:
Temperature-aware test scheduling for multiprocessor systems-on-chip. ICCAD 2008: 59-66
[c205]
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Florin Isaila, Javier García Blas, Jesús Carretero, Wei-keng Liao, Alok N. Choudhary:
AHPIOS: An MPI-Based Ad Hoc Parallel I/O System. ICPADS 2008: 253-260
[c204]
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Berkin Özisikyilmaz, Gokhan Memik, Alok N. Choudhary:
Machine Learning Models to Predict Performance of Computer System Design Alternatives. ICPP 2008: 495-502
[c203]
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Alex Shye, Berkin Özisikyilmaz, Arindam Mallik, Gokhan Memik, Peter A. Dinda, Robert P. Dick, Alok N. Choudhary:
Learning and Leveraging the Relationship between Architecture-Level Measurements and Individual User Satisfaction. ISCA 2008: 427-438
[c202]
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Abhishek Das, Berkin Özisikyilmaz, Serkan Ozdemir, Gokhan Memik, Joseph Zambreno, Alok N. Choudhary:
Evaluating the effects of cache redundancy on profit. MICRO 2008: 388-398
[c201]
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Wei-keng Liao, Alok N. Choudhary:
Dynamically adapting file domain partitioning methods for collective I/O based on underlying parallel file system locking protocols. SC 2008: 3
[c200]
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Arifa Nisar, Wei-keng Liao, Alok N. Choudhary:
Scaling parallel I/O performance through I/O delegate and caching system. SC 2008: 9
[p6]
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Sanchit Misra, Ramanathan Narayanan, Daniel Honbo, Alok N. Choudhary:
High-Performance Distributed Data Mining. Next Generation of Data Mining 2008
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Avery Ching, Kenin Coloma, Arifa Nisar, Wei-keng Liao, Alok N. Choudhary:
Distributed File Systems. Wiley Encyclopedia of Computer Science and Engineering 2008
2007
[j87]
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Abhishek Das, Serkan Ozdemir, Gokhan Memik, Joseph Zambreno, Alok N. Choudhary:
Microarchitectures for Managing Chip Revenues under Process Variations. IEEE Comput. Archit. Lett. 6(2): 29-32 (2007)
[j86]
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Wei-keng Liao, Kenin Coloma, Alok N. Choudhary, Lee Ward:
Cooperative Client-Side File Caching for MPI Applications. Int. J. High Perform. Comput. Appl. 21(2): 144-154 (2007)
[j85]
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Steve C. Chiu, Alok N. Choudhary, Danli Wang:
Network and device-level impacts: performance and reliability of active I/O storage systems. J. Supercomput. 41(2): 163-178 (2007)
[j84]
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Seung Woo Son, Guangyu Chen, Ozcan Ozturk, Mahmut T. Kandemir, Alok N. Choudhary:
Compiler-Directed Energy Optimization for Parallel Disk Based Systems. IEEE Trans. Parallel Distributed Syst. 18(9): 1241-1257 (2007)
[c199]
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Ramanathan Narayanan, Daniel Honbo, Gokhan Memik, Alok N. Choudhary, Joseph Zambreno:
Interactive presentation: An FPGA implementation of decision tree classification. DATE 2007: 189-194
[c198]
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Sailesh Pati, Ramanathan Narayanan, Gokhan Memik, Alok N. Choudhary, Joseph Zambreno:
Design and Implementation of an FPGA Architecture for High-Speed Network Feature Extraction. FPT 2007: 49-56
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Ramanathan Narayanan, Berkin Özisikyilmaz, Gokhan Memik, Alok N. Choudhary, Joseph Zambreno:
Quantization Error and Accuracy-Performance Tradeoffs for Embedded Data Mining Workloads. International Conference on Computational Science (3) 2007: 734-741
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Abhishek Das, Serkan Ozdemir, Gokhan Memik, Alok N. Choudhary:
Evaluating voltage islands in CMPs under process variations. ICCD 2007: 129-136
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Wei-keng Liao, Avery Ching, Kenin Coloma, Alok N. Choudhary, Mahmut T. Kandemir:
Improving MPI Independent Write Performance Using A Two-Stage Write-Behind Buffering Method. IPDPS 2007: 1-6
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Wei-keng Liao, Avery Ching, Kenin Coloma, Alok N. Choudhary, Lee Ward:
An Implementation and Evaluation of Client-Side File Caching for MPI-IO. IPDPS 2007: 1-10
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Wei-keng Liao, Avery Ching, Kenin Coloma, Arifa Nisar, Alok N. Choudhary, Jacqueline Chen, Ramanan Sankaran, Scott Klasky:
Using MPI file caching to improve parallel write performance for large-scale scientific applications. SC 2007: 8
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Avery Ching, Wei-keng Liao, Alok N. Choudhary, Robert B. Ross, Lee Ward:
Noncontiguous locking techniques for parallel file systems. SC 2007: 26
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Avery Ching, Kenin Coloma, Wei-keng Liao, Alok N. Choudhary, Jianwei Li:
High-Performance Techniques for Parallel I/O. Handbook of Parallel Computing 2007
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Ying Liu, Wei-keng Liao, Alok N. Choudhary, Jianwei Li:
Parallel Data Mining Algorithms for Association Rules and Clustering. Handbook of Parallel Computing 2007
2006
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Steve C. Chiu, Wei-keng Liao, Alok N. Choudhary:
Distributed smart disks for I/O-intensive workloads on switched interconnects. Future Gener. Comput. Syst. 22(5): 643-656 (2006)
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Joseph Zambreno, Daniel Honbo, Alok N. Choudhary, Rahul Simha, Bhagirath Narahari:
High-Performance Software Protection Using Reconfigurable Architectures. Proc. IEEE 94(2): 419-431 (2006)
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Gokhan Memik, Mahmut T. Kandemir, Wei-keng Liao, Alok N. Choudhary:
Multicollective I/O: A technique for exploiting inter-file access patterns. ACM Trans. Storage 2(3): 349-369 (2006)
[j80]
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Wei-keng Liao, Kenin Coloma, Alok N. Choudhary, Lee Ward, Eric Russell, Neil Pundit:
Scalable Design and Implementations for MPI Parallel Overlapping I/O. IEEE Trans. Parallel Distributed Syst. 17(11): 1264-1276 (2006)
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Peter M. Aarestad, Avery Ching, George K. Thiruvathukal, Alok N. Choudhary:
Scalable Approaches for Supporting MPI-IO Atomicity. CCGRID 2006: 35-42
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Kenin Coloma, Avery Ching, Alok N. Choudhary, Wei-keng Liao, Robert B. Ross, Rajeev Thakur, Lee Ward:
A New Flexible MPI Collective I/O Implementation. CLUSTER 2006
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David T. Nguyen, Gokhan Memik, Alok N. Choudhary:
A reconfigurable architecture for network intrusion detection using principal component analysis. FPGA 2006: 235
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Avery Ching, Wu-chun Feng, Heshan Lin, Xiaosong Ma, Alok N. Choudhary:
Exploring I/O Strategies for Parallel Sequence-Search Tools with S3aSim. HPDC 2006: 229-240
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Berkin Özisikyilmaz, Ramanathan Narayanan, Joseph Zambreno, Gokhan Memik, Alok N. Choudhary:
An Architectural Characterization Study of Data Mining and Bioinformatics Workloads. IISWC 2006: 61-70
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Ramanathan Narayanan, Berkin Özisikyilmaz, Joseph Zambreno, Gokhan Memik, Alok N. Choudhary:
MineBench: A Benchmark Suite for Data Mining Workloads. IISWC 2006: 182-188
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Avery Ching, Alok N. Choudhary, Wei-keng Liao, Lee Ward, Neil Pundit:
Evaluating I/O characteristics and methods for storing structured scientific data. IPDPS 2006
[c184]
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Ying Liu, Alok N. Choudhary, Jianhong Zhou, Ashfaq A. Khokhar:
A Scalable Distributed Stream Mining System for Highway Traffic Data. PKDD 2006: 309-321
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Andrew B. Hastings, Alok N. Choudhary:
Exploiting Shared Memory to Improve Parallel I/O Performance. PVM/MPI 2006: 212-221
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Jianwei Li, Alok N. Choudhary, Nan Jiang, Wei-keng Liao:
Mining Frequent Patterns by Differential Refinement of Clustered Bitmaps. SDM 2006: 294-305
2005
[j79]
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Steve C. Chiu, Wei-keng Liao, Alok N. Choudhary, Mahmut T. Kandemir:
Processor-embedded distributed smart disks for I/O-intensive workloads: architectures, performance models and evaluation. J. Parallel Distributed Comput. 65(4): 532-551 (2005)
[j78]
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Joseph Zambreno, Alok N. Choudhary, Rahul Simha, Bhagirath Narahari, Nasir D. Memon:
SAFE-OPS: An approach to embedded software security. ACM Trans. Embed. Comput. Syst. 4(1): 189-210 (2005)
[j77]
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Wei-keng Liao, Alok N. Choudhary, Donald D. Weiner, Pramod K. Varshney:
Performance Evaluation of a Parallel Pipeline Computational Model for Space-Time Adaptive Processing. J. Supercomput. 31(2): 137-160 (2005)
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Jayaprakash Pisharath, Alok N. Choudhary:
Design of a Hardware Accelerator for Density Based Clustering Applications. ASAP 2005: 101-106
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Joseph Zambreno, Daniel Honbo, Alok N. Choudhary:
Exploiting Multi-Grained Parallelism in Reconfigurable SBC Architectures. FCCM 2005: 333-334
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David Nguyen, Gokhan Memik, Seda Ogrenci Memik, Alok N. Choudhary:
Real-Time Feature Extraction for High Speed Networks. FPL 2005: 438-443
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Wei-keng Liao, Kenin Coloma, Alok N. Choudhary, Lee Ward, Eric Russell, Sonja Tideman:
Collective caching: application-aware client-side file caching. HPDC 2005: 81-90
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Jayaprakash Pisharath, Wei-keng Liao, Alok N. Choudhary:
Design and Evaluation of Database Layouts for MEMS-Based Storage Systems. IDEAS 2005: 263-272
[c176]
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Kenin Coloma, Alok N. Choudhary, Avery Ching, Wei-keng Liao, Seung Woo Son, Mahmut T. Kandemir, Lee Ward:
Power and Performance in I/O for Scientific Applications. IPDPS 2005
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Seung Woo Son, Mahmut T. Kandemir, Alok N. Choudhary:
Software-Directed Disk Power Management for Scientific Applications. IPDPS 2005
[c174]
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Olga Gelbart, Paul Ott, Bhagirath Narahari, Rahul Simha, Alok N. Choudhary, Joseph Zambreno:
CODESSEAL: Compiler/FPGA Approach to Secure Applications. ISI 2005: 530-535
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Kripashankar Mohan, Bhagirath Narahari, Rahul Simha, Paul Ott, Alok N. Choudhary, Joseph Zambreno:
Performance Study of a Compiler/Hardware Approach to Embedded Systems Security. ISI 2005: 543-548
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Seung Woo Son, Guangyu Chen, Mahmut T. Kandemir, Alok N. Choudhary:
Dynamic Compilation for Reducing Energy Consumption of I/O-Intensive Applications. LCPC 2005: 450-457
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Steve C. Chiu, Alok N. Choudhary, Mahmut T. Kandemir:
Fault Recovery Designs for Processor-Embedded Distributed Storage Architectures with I/O-Intensive DB Workloads. MSST 2005: 278-285
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Ying Liu, Wei-keng Liao, Alok N. Choudhary:
A Two-Phase Algorithm for Fast Discovery of High Utility Itemsets. PAKDD 2005: 689-695
[c169]
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Steve C. Chiu, Alok N. Choudhary:
Impact of Interconnect Protocols and Device-Level Performance on Distributed Active Storage Architectures. PDPTA 2005: 393-402
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Seung Woo Son, Guangyu Chen, Mahmut T. Kandemir, Alok N. Choudhary:
Exposing disk layout to compiler for reducing energy consumption of parallel disk based systems. PPoPP 2005: 174-185
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Wei-keng Liao, Kenin Coloma, Alok N. Choudhary, Lee Ward:
Cooperative Write-Behind Data Buffering for MPI I/O. PVM/MPI 2005: 102-109
2004
[j76]
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Avery Ching, Alok N. Choudhary, Wei-keng Liao, Robert B. Ross, William Gropp:
Evaluating structured I/O methods for parallel file systems. Int. J. High Perform. Comput. Netw. 2(2/3/4): 133-145 (2004)
[j75]
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Steve C. Chiu, Wei-keng Liao, Alok N. Choudhary, Mahmut T. Kandemir:
Processor-embedded distributed smart disks for I/O-intensive workloads: architectures, performance models and evaluation. J. Parallel Distributed Comput. 64(3): 427-446 (2004)
[j74]
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Xiaohui Shen, Alok N. Choudhary:
A high-performance distributed parallel file system for data-intensive computations. J. Parallel Distributed Comput. 64(10): 1157-1167 (2004)
[j73]
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Mahmut T. Kandemir, Ismail Kadayif, Alok N. Choudhary, Ibrahim Kolcu:
Compiler-directed scratch pad memory optimization for embedded multiprocessors. IEEE Trans. Very Large Scale Integr. Syst. 12(3): 281-287 (2004)
[c166]
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Jayaprakash Pisharath, Alok N. Choudhary, Mahmut T. Kandemir:
Reducing energy consumption of queries in memory-resident database systems. CASES 2004: 35-45
[c165]
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Jayaprakash Pisharath, Alok N. Choudhary, Mahmut T. Kandemir:
Energy management schemes for memory-resident database systems. CIKM 2004: 218-227
[c164]
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Joseph Zambreno, Alok N. Choudhary, Rahul Simha, Bhagirath Narahari:
Flexible Software Protection Using Hardware/Software Codesign Techniques. DATE 2004: 636-641
[c163]
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Jayaprakash Pisharath, Alok N. Choudhary, Mahmut T. Kandemir:
Data Windows: A Data-Centric Approach for Query Execution in Memory-Resident Databases. DATE 2004: 1352-1353
[c162]
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Joseph Zambreno, Rahul Simha, Alok N. Choudhary:
Addressing application integrity attacks using a reconfigurable architecture. FPGA 2004: 250
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Joseph Zambreno, David Nguyen, Alok N. Choudhary:
Exploring Area/Delay Tradeoffs in an AES FPGA Implementation. FPL 2004: 575-585
[c160]
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Jayaprakash Pisharath, Alok N. Choudhary, Mahmut T. Kandemir:
A Window-Based Approach to Retrieving Memory-Resident Data for Query Execution. IDEAS 2004: 283-288
[c159]
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Steve C. Chiu, Wei-keng Liao, Alok N. Choudhary:
Processor-Embedded Distributed MEMS-Based Storage Systems for High-Performance I/O. IPDPS 2004
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Kenin Coloma, Alok N. Choudhary, Wei-keng Liao, Lee Ward, Eric Russell, Neil Pundit:
Scalable High-level Caching for Parallel I/O. IPDPS 2004
2003
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Xiaohui Shen, Alok N. Choudhary, Celeste Matarazzo, Punita Sinha:
A Distributed Multi-Storage Resource Architecture and I/O Performance Prediction for Scientific Computing. Clust. Comput. 6(3): 189-200 (2003)
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Jesús Carretero, Javier Fernández, Félix García, Alok N. Choudhary:
A hierarchical disk scheduler for multimedia systems. Future Gener. Comput. Syst. 19(1): 23-35 (2003)
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Jaechun No, Rajeev Thakur, Alok N. Choudhary:
High-performance scientific data management system. J. Parallel Distributed Comput. 63(4): 434-447 (2003)
[j69]
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Xiaohui Shen, Alok N. Choudhary:
A distributed multi-storage I/O system for data intensive scientific computing. Parallel Comput. 29(11-12): 1623-1643 (2003)
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee:
Reducing False Sharing and Improving Spatial Locality in a Unified Compilation Framework. IEEE Trans. Parallel Distributed Syst. 14(4): 337-354 (2003)
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Xiaohui Shen, Wei-Keng Liao, Alok N. Choudhary, Gokhan Memik, Mahmut T. Kandemir:
A high-performance application data environment for large-scale scientific computations. IEEE Trans. Parallel Distributed Syst. 14(12): 1262-1274 (2003)
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Avery Ching, Alok N. Choudhary, Kenin Coloma, Wei-keng Liao, Robert B. Ross, William Gropp:
Noncontiguous I/O Accesses Through MPI-IO. CCGRID 2003: 104-111
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Avery Ching, Alok N. Choudhary, Wei-keng Liao, Robert B. Ross, William D. Gropp:
Efficient Structured Data Access in Parallel File Systems. CLUSTER 2003: 326-335
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Gokhan Memik, Mahmut T. Kandemir, Alok N. Choudhary, Ismail Kadayif:
An Integrated Approach for Improving Cache Behavior. DATE 2003: 10796-10801
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Guangyu Chen, Mahmut T. Kandemir, Alok N. Choudhary, Ibrahim Kolcu:
Exploiting On-Chip Data Transfers for Improving Performance of Chip-Scale Multiprocessors. Euro-Par 2003: 271-278
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Ismail Kadayif, Mahmut T. Kandemir, Alok N. Choudhary, Mustafa Karaköy:
An Energy-Oriented Evaluation of Communication Optimizations for Microcensor Networks. Euro-Par 2003: 279-286
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Steve C. Chiu, Wei-keng Liao, Alok N. Choudhary:
Design and Evaluation of Distributed Smart Disk Architecture for I/O-Intensive Workloads. International Conference on Computational Science 2003: 230-241
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Wei-keng Liao, Alok N. Choudhary, Kenin Coloma, George K. Thiruvathukal, Lee Ward, Eric Russell, Neil Pundit:
Scalable Implementations of MPI Atomicity for Concurrent Overlapping I/O. ICPP 2003: 239-
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Ying Liu, Wei-keng Liao, Alok N. Choudhary:
Design and Evaluation of a Parallel HOP Clustering Algorithm for Cosmological Simulation. IPDPS 2003: 82
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Jayaprakash Pisharath, Nan Jiang, Alok N. Choudhary:
Evaluation of Application-aware Heterogeneous Embedded Systems for Performance and Energy Consumption. IEEE Real Time Technology and Applications Symposium 2003: 124-132
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Jianwei Li, Wei-keng Liao, Alok N. Choudhary, Robert B. Ross, Rajeev Thakur, William Gropp, Robert Latham, Andrew R. Siegel, Brad Gallagher, Michael Zingale:
Parallel netCDF: A High-Performance Scientific I/O Interface. SC 2003: 39
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Gokhan Memik, Mahmut T. Kandemir, Alok N. Choudhary, Ismail Kadayif:
Hardware/Software Techniques for Improving Cache Performance in Embedded Systems. Embedded Software for SoC 2003: 387-401
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Jianwei Li, Wei-keng Liao, Alok N. Choudhary, Robert B. Ross, Rajeev Thakur, William Gropp, Robert Latham:
Parallel netCDF: A Scientific High-Performance I/O Interface. CoRR cs.DC/0306048 (2003)
2002
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Jaechun No, Sung-Soon Park, Jesús Carretero, Alok N. Choudhary:
Design and Implementation of a Parallel I/O Runtime System for Irregular Applications. J. Parallel Distributed Comput. 62(2): 193-220 (2002)
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam:
An I/O-Conscious Tiling Strategy for Disk-Resident Data Sets. J. Supercomput. 21(3): 257-284 (2002)
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Meenakshi A. Kandaswamy, Mahmut T. Kandemir, Alok N. Choudhary, David E. Bernholdt:
An Experimental Evaluation of I/O Optimizations on Different Applications. IEEE Trans. Parallel Distributed Syst. 13(7): 728-744 (2002)
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Meenakshi A. Kandaswamy, Mahmut T. Kandemir, Alok N. Choudhary, David E. Bernholdt:
An Experimental Evaluation of I/O Optimizations on Different Applications. IEEE Trans. Parallel Distributed Syst. 13(12): 1303-1319 (2002)
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Jayaprakash Pisharath, Alok N. Choudhary:
An integrated approach to reducing power dissipation in memory hierarchies. CASES 2002: 88-97
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Mahmut T. Kandemir, Ismail Kadayif, Alok N. Choudhary, Joseph Zambreno:
Optimizing inter-nest data locality. CASES 2002: 127-135
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Alex K. Jones, Debabrata Bagchi, Satrajit Pal, Xiaoyong Tang, Alok N. Choudhary, Prithviraj Banerjee:
PACT HDL: a C compiler targeting ASICs and FPGAs with power and performance optimizations. CASES 2002: 188-197
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Xiaohui Shen, Alok N. Choudhary:
MS-I/O: A Distributed Multi-Storage I/O System. CCGRID 2002: 163-172
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Jianwei Li, Wei-keng Liao, Alok N. Choudhary, Valerie E. Taylor:
I/O Analysis and Optimization for an AMR Cosmology Application. CLUSTER 2002: 119-126
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Avery Ching, Alok N. Choudhary, Wei-keng Liao, Robert B. Ross, William Gropp:
Noncontiguous I/O through PVFS. CLUSTER 2002: 405-414
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Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary:
Exploiting shared scratch pad memory space in embedded multiprocessor systems. DAC 2002: 219-224
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Mahmut T. Kandemir, Alok N. Choudhary:
Compiler-directed scratch pad memory hierarchy design and management. DAC 2002: 628-633
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Anshuman Nayak, Malay Haldar, Alok N. Choudhary, Prithviraj Banerjee:
Accurate Area and Delay Estimators for FPGAs. DATE 2002: 862-869
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Joseph Zambreno, Mahmut T. Kandemir, Alok N. Choudhary:
Enhancing Compiler Techniques for Memory Energy Optimizations. EMSOFT 2002: 364-381
[c137]
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Gokhan Memik, Mahmut T. Kandemir, Alok N. Choudhary:
Exploiting Inter-File Access Patterns Using Multi-Collective I/O. FAST 2002: 245-258
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Mahmut T. Kandemir, Alok N. Choudhary:
Compiler-Directed I/O Optimization. IPDPS 2002
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Ismail Kadayif, Mahmut T. Kandemir, Alok N. Choudhary:
A Hybrid Strategy Based on Data Distribution and Migration for Optimizing Memory Locality. LCPC 2002: 111-125
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K. Basu, Alok N. Choudhary, Jayaprakash Pisharath, Mahmut T. Kandemir:
Power protocol: reducing power dissipation on off-chip data buses. MICRO 2002: 345-355
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N. E. Crosbie, Mahmut T. Kandemir, Ibrahim Kolcu, J. Ramanujam, Alok N. Choudhary:
Strategies for Improving Data Locality in Embedded Applications. ASP-DAC/VLSI Design 2002: 631-
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Alok N. Choudhary, Mahmut T. Kandemir:
Compilation for Distributed Memory Architectures. The Compiler Design Handbook 2002: 373-408
[i2]
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Avery Ching, Alok N. Choudhary, Wei-keng Liao, Robert B. Ross, William Gropp:
Noncontiguous I/O through PVFS. CoRR cs.DC/0207096 (2002)
2001
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Sanjay Goil, Alok N. Choudhary:
PARSIMONY: An Infrastructure for Parallel Multidimensional Analysis and Data Mining. J. Parallel Distributed Comput. 61(3): 285-321 (2001)
[j61]
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Gokhan Memik, Mahmut T. Kandemir, Alok N. Choudhary:
Design and Evaluation of a Smart Disk Cluster for DSS Commercial Workloads. J. Parallel Distributed Comput. 61(11): 1633-1664 (2001)
[j60]
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Pramod G. Joisha, Abhay Kanhere, Prithviraj Banerjee, U. Nagaraj Shenoy, Alok N. Choudhary:
Handling context-sensitive syntactic issues in the design of a front-end for a MATLAB compiler. ACM SIGAPL APL Quote Quad 31(3): 27-40 (2001)
[j59]
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Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary, Prithviraj Banerjee:
A Layout-Conscious Iteration Space Transformation Technique. IEEE Trans. Computers 50(12): 1321-1336 (2001)
[j58]
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U. Nagaraj Shenoy, Alok N. Choudhary, Prithviraj Banerjee:
An algorithm for synthesis of large time-constrained heterogeneous adaptive systems. ACM Trans. Design Autom. Electr. Syst. 6(2): 207-225 (2001)
[j57]
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Mahmut T. Kandemir, Prithviraj Banerjee, Alok N. Choudhary, J. Ramanujam, Eduard Ayguadé:
Static and Dynamic Locality Optimizations Using Integer Linear Programming. IEEE Trans. Parallel Distributed Syst. 12(9): 922-941 (2001)
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Malay Haldar, Anshuman Nayak, Alok N. Choudhary, Prithviraj Banerjee:
Automated synthesis of pipelined designs on FPGAs for signal and image processing applications described in MATLAB. ASP-DAC 2001: 645-648
[c131]
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Anshuman Nayak, Malay Haldar, Alok N. Choudhary, Prithviraj Banerjee:
Precision and error analysis of MATLAB applications during automated hardware synthesis for FPGAs. DATE 2001: 722-728
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Anshuman Nayak, Malay Haldar, Alok N. Choudhary, Prith Banerjee:
Parallelization of MATLAB Applications for a Multi-FPGA System. FCCM 2001: 1-9
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Andreas Moshovos, Gokhan Memik, Babak Falsafi, Alok N. Choudhary:
JETTY: Filtering Snoops for Reduced Energy Consumption in SMP Servers. HPCA 2001: 85-96
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Malay Haldar, Anshuman Nayak, Alok N. Choudhary, Prithviraj Banerjee:
A System for Synthesizing Optimized FPGA Hardware from MATLAB. ICCAD 2001: 314-319
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Xiaohui Shen, Alok N. Choudhary:
DPFS: A Distributed Parallel File System. ICPP 2001: 533-544
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Xiaohui Shen, Wei-keng Liao, Alok N. Choudhary:
An Integrated Graphical User Interface for High Performance Distributed Computing. IDEAS 2001: 237-242
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Jaechun No, Rajeev Thakur, Dinesh K. Kaushik, Lori A. Freitag, Alok N. Choudhary:
A Scientific Data Management System for Irregular Applications. IPDPS 2001: 120
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Harsha S. Nagesh, Sanjay Goil, Alok N. Choudhary:
Adaptive Grids for Clustering Massive Data Sets. SDM 2001: 1-17
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Malay Haldar, Anshuman Nayak, Alok N. Choudhary, Prithviraj Banerjee, U. Nagaraj Shenoy:
Fpga Hardware Synthesis From Matlab. VLSI Design 2001: 299-304
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U. Nagaraj Shenoy, Prithviraj Banerjee, Alok N. Choudhary, Mahmut T. Kandemir:
Efficient Synthesis of Array Intensive Computations onto FPGA Based Accelerators. VLSI Design 2001: 305-310
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Jaechun No, Rajeev Thakur, Dinesh K. Kaushik, Lori A. Freitag, Alok N. Choudhary:
A Scientific Data Management System for Irregular Applications. CoRR cs.DC/0102016 (2001)
2000
[j56]
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Alok N. Choudhary, Mahmut T. Kandemir, Jaechun No, Gokhan Memik, Xiaohui Shen, Wei-keng Liao, Harsha S. Nagesh, Sachin More, Valerie E. Taylor, Rajeev Thakur, Rick L. Stevens:
Data management for large-scale scientific computations in high performance distributed systems. Clust. Comput. 3(1): 45-60 (2000)
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Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary:
Compiler Algorithms for Optimizing Locality and Parallelism on Shared and Distributed-Memory Machines. J. Parallel Distributed Comput. 60(8): 924-965 (2000)
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Alok N. Choudhary, Wei-keng Liao, Donald D. Weiner, Pramod K. Varshney, Richard W. Linderman, Mark H. Linderman, Russell D. Brown:
Design, implementation and evaluation of parallel pipelined STAP on parallel computers. IEEE Trans. Aerosp. Electron. Syst. 36(2): 528-548 (2000)
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Meenakshi A. Kandaswamy:
A Unified Framework for Optimizing Locality, Parallelism, and Communication in Out-of-Core Computations. IEEE Trans. Parallel Distributed Syst. 11(7): 648-668 (2000)
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Mahmut T. Kandemir, Alok N. Choudhary, Prithviraj Banerjee, J. Ramanujam, U. Nagaraj Shenoy:
Minimizing Data and Synchronization Costs in One-Way Communication. IEEE Trans. Parallel Distributed Syst. 11(12): 1232-1251 (2000)
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Malay Haldar, Anshuman Nayak, Alok N. Choudhary, Prithviraj Banerjee:
Scheduling algorithms for automated synthesis of pipelined designs on FPGAs for applications described in MATLAB. CASES 2000: 85-93
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U. Nagaraj Shenoy, Prithviraj Banerjee, Alok N. Choudhary:
A System-Level Synthesis Algorithm with Guaranteed Solution Quality. DATE 2000: 417-424
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Gokhan Memik, Mahmut T. Kandemir, Alok N. Choudhary:
Design and Evaluation of a Compiler-Directed Collective I/O Technique. Euro-Par 2000: 1263-1272
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Sachin More, Alok N. Choudhary:
Scheduling Queries for Tape-Resident Data. Euro-Par 2000: 1292-1301
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Prithviraj Banerjee, U. Nagaraj Shenoy, Alok N. Choudhary, Scott Hauck, C. Bachmann, Malay Haldar, Pramod G. Joisha, Alex K. Jones, Abhay Kanhere, Anshuman Nayak, S. Periyacheri, M. Walkden, David Zaretsky:
A MATLAB Compiler for Distributed, Heterogeneous, Reconfigurable Computing Systems. FCCM 2000: 39-48
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Malay Haldar, Anshuman Nayak, Alok N. Choudhary, Prithviraj Banerjee:
Parallel algorithms for FPGA placement. ACM Great Lakes Symposium on VLSI 2000: 86-94
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Wei-keng Liao, Xiaohui Shen, Alok N. Choudhary:
Meta-data Management System for High-Performance Large-Scale Scientific Data Access. HiPC 2000: 293-300
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Xiaohui Shen, Alok N. Choudhary:
A Distributed Multi-Storage Resource Architecture and I/O Performance Prediction for Scientific Computing. HPDC 2000: 21-30
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Malay Haldar, Anshuman Nayak, Abhay Kanhere, Pramod G. Joisha, U. Nagaraj Shenoy, Alok N. Choudhary, Prithviraj Banerjee:
Match Virtual Machine: An Adaptive Runtime System to Execute MATLAB in Parallel. ICPP 2000: 145-152
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Gokhan Memik, Mahmut T. Kandemir, Alok N. Choudhary:
Design and Evaluation of Smart Disk Architecture for DSS Commercial Workloads. ICPP 2000: 335-344
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Harsha S. Nagesh, Sanjay Goil, Alok N. Choudhary:
A Scalable Parallel Subspace Clustering Algorithm for Massive Data Sets. ICPP 2000: 477-486
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Xiaohui Shen, Wei-keng Liao, Alok N. Choudhary, Gokhan Memik, Mahmut T. Kandemir, Sachin More, George K. Thiruvathukal, Arti Singh:
A novel application development environment for large-scale scientific computations. ICS 2000: 274-283
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Wei-keng Liao, Alok N. Choudhary, Donald D. Weiner, Pramod K. Varshney:
Design and Evaluation of I/O Strategies for Parallel Pipelined STAP Applications. IPDPS 2000: 655-662
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Gokhan Memik, Mahmut T. Kandemir, Alok N. Choudhary, Valerie E. Taylor:
APRIL: A Run-Time Library for Tape-Resident Data. IEEE Symposium on Mass Storage Systems 2000: 61-74
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Sachin More, Alok N. Choudhary:
Tertiary Storage Organization for Large Multidimensional Datasets. IEEE Symposium on Mass Storage Systems 2000: 203-210
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Jaechun No, Rajeev Thakur, Alok N. Choudhary:
Integrating Parallel File I/O and Database Support for High-Performance Scientific Data Management. SC 2000: 57

1990 – 1999

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1999
[j51]
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee:
A Matrix-Based Approach to Global Locality Optimization. J. Parallel Distributed Comput. 58(2): 190-235 (1999)
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Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary:
Improving Cache Locality by a Combination of Loop and Data Transformation. IEEE Trans. Computers 48(2): 159-167 (1999)
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Divyesh Jadav, Alok N. Choudhary, P. Bruce Berra:
Techniques for Increasing the Stream Capacity of A High-Performance Multimedia Server. IEEE Trans. Knowl. Data Eng. 11(2): 284-302 (1999)
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Mahmut T. Kandemir, Prithviraj Banerjee, Alok N. Choudhary, J. Ramanujam, U. Nagaraj Shenoy:
A global communication optimization technique based on data-flow analysis and linear algebra. ACM Trans. Program. Lang. Syst. 21(6): 1251-1297 (1999)
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Mahmut T. Kandemir, Alok N. Choudhary, U. Nagaraj Shenoy, Prithviraj Banerjee, J. Ramanujam:
A Linear Algebra Framework for Automatic Determination of Optimal Data Layouts. IEEE Trans. Parallel Distributed Syst. 10(2): 115-135 (1999)
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee:
On Reducing False Sharing while Improving Locality on Shared Memory Multiprocessors. IEEE PACT 1999: 203-211
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Jesús Carretero, Jaechun No, Alok N. Choudhary:
Optimizing I/O for Irregular Applications on Distributed-Memory Machines. ACPC 1999: 470-479
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Jaechun No, Jesús Carretero, Alok N. Choudhary:
Optimizations to Provide High Performance Parallel I/O for Irregular Applications. Applied Informatics 1999: 450-453
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Jesús Carretero, Weiyu Zhu, Alok N. Choudhary:
Hierarchical scheduling for disk I/O in an integrated environment. CATA 1999: 200-203
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam:
I/O-Conscious Tiling for Disk-Resident Data Sets. Euro-Par 1999: 430-439
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Wei-keng Liao, Alok N. Choudhary, Donald D. Weiner, Pramod K. Varshney:
I/O Implementation and Evaluation of Parallel Pipelined STAP on High Performance Computers. HiPC 1999: 354-358
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam:
Restructuring I/O-Intensive Computations for Locality. HPCN Europe 1999: 1097-1106
[c98]
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Jaechun No, Jesús Carretero, Alok N. Choudhary:
High Performance Parallel I/O Schemes for Irregular Applications on Clusters of Workstations. HPCN Europe 1999: 1117-1126
[c97]
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Alok N. Choudhary, Mahmut T. Kandemir, Harsha S. Nagesh, Jaechun No, Xiaohui Shen, Valerie E. Taylor, Sachin More, Rajeev Thakur:
Data Management for Large-Scale Scientific Computations in High Performance Distributed Systems. HPDC 1999: 263-272
[c96]
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Jesús Carretero, Weiyu Zhu, Xiaohui Shen, Alok N. Choudhary:
Design and Evaluation of a Multimedia Integrated Parallel File System. ICMCS, Vol. 2 1999: 323-327
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee:
A Framework for Interprocedural Locality Optimization Using Both Loop and Data Layout Transformations. ICPP 1999: 95-102
[c94]
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam:
Compiler Optimizations for I/O-Intensive Computations. ICPP 1999: 164-171
[c93]
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Mahmut T. Kandemir, Prithviraj Banerjee, Alok N. Choudhary, J. Ramanujam, Eduard Ayguadé:
An integer linear programming approach for optimizing cache locality. International Conference on Supercomputing 1999: 500-509
[c92]
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Sanjay Goil, Alok N. Choudhary:
A Parallel Scalable Infrastructure for OLAP and Data Mining. IDEAS 1999: 178-186
[c91]
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Wei-keng Liao, Alok N. Choudhary, Donald D. Weiner, Pramod K. Varshney:
Multi-Threaded Design and Implementation of Parallel Pipelined STAP on Parallel Computers with SMP Nodes. IPPS/SPDP 1999: 448-452
[c90]
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Sanjay Goil, Alok N. Choudhary:
Design and Implementation of a Scalable Parallel System for Multidimensional Analysis and OLAP. IPPS/SPDP 1999: 576-581
[c89]
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee:
A Graph Based Framework to Detect Optimal Memory Layouts for Improving Data Locality. IPPS/SPDP 1999: 738-743
[c88]
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Sanjay Goil, Alok N. Choudhary:
Efficient Parallel Classification Using Dimensional Aggregates. Large-Scale Parallel Data Mining 1999: 197-210
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Alok N. Choudhary, Mahmut T. Kandemir:
System Level Meta-data for High-Performance Data management. MD 1999
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee:
Improving Locality Using a Graph-Based Technique for Detecting Memory Layouts of Arrays. PP 1999
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Sanjay Goil, Alok N. Choudhary:
An Infrastructure for Scalable Parallel Multidimensional Analysis. SSDBM 1999: 102-111
1998
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Meenakshi A. Kandaswamy, Mahmut T. Kandemir, Alok N. Choudhary, David E. Bernholdt:
An Experimental Study to Analyze and Optimize Hartree-Fock Application's I/O with Passion. Int. J. High Perform. Comput. Appl. 12(4): 411-439 (1998)
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Meenakshi A. Kandaswamy:
Locality Optimization Algorithms for Compilation of Out-of-Core Codes. J. Inf. Sci. Eng. 14(1): 107-138 (1998)
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Rajesh Bordawekar:
Compilation Techniques for Out-of-Core Parallel Computations. Parallel Comput. 24(3-4): 597-628 (1998)
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Alok N. Choudhary, Sanjay Ranka:
Comments on "Mesh and Pyramid Algorithms for Iconic indexing": authors' reply. Pattern Recognit. 31(6): 821-822 (1998)
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee:
A Matrix-Based Approach to the Global Locality Optimization Problem. IEEE PACT 1998: 306-313
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Sanjay Goil, Alok N. Choudhary:
High Performance Multidimensional Analysis of Large Datasets. DOLAP 1998: 34-39
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, U. Nagaraj Shenoy, Prithviraj Banerjee:
Enhancing Spatial Locality via Data Layout Optimizations. Euro-Par 1998: 422-434
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Sachin More, Alok N. Choudhary:
Extended collective I/O for efficient retrieval of large objects. HiPC 1998: 359-366
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Jesús Carretero, Jaechun No, Sung-Soon Park, Alok N. Choudhary, Pang Chen:
COMPASSION: A Parallel I/O Runtime System Including Chunking and Compression for Irregular Applications. HPCN Europe 1998: 668-677
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Mahmut T. Kandemir, U. Nagaraj Shenoy, Prithviraj Banerjee, J. Ramanujam, Alok N. Choudhary:
Minimizing Data and Synchronization Costs in One-Way Communication. ICPP 1998: 180-188
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Meenakshi A. Kandaswamy, Mahmut T. Kandemir, Alok N. Choudhary, David E. Bernholdt:
Performance Implications of Architectural and Software Techniques on I/O-Intensive Applications. ICPP 1998: 493-501
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Dhruva R. Chakrabarti, U. Nagaraj Shenoy, Alok N. Choudhary, Prithviraj Banerjee:
An Efficient Uniform Run-time Scheme for Mixed Regular-irregular Applications. International Conference on Supercomputing 1998: 61-68
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Mahmut T. Kandemir, Alok N. Choudhary, U. Nagaraj Shenoy, Prithviraj Banerjee, J. Ramanujam:
A Hyperplane Based Approach for Optimizing Spatial Locality in Loop Nests. International Conference on Supercomputing 1998: 69-76
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Mahmut T. Kandemir, Prithviraj Banerjee, Alok N. Choudhary, J. Ramanujam, U. Nagaraj Shenoy:
A Generalized Framework for Global Communication Optimization. IPPS/SPDP 1998: 69-73
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Alok N. Choudhary, Wei-keng Liao, Donald D. Weiner, Pramod K. Varshney, Richard W. Linderman, Mark H. Linderman:
Design, Implementation and Evaluation of Parallel Pipelined STAP on Parallel Computers. IPPS/SPDP 1998: 220-225
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Jaechun No, Sung-Soon Park, Jesús Carretero, Alok N. Choudhary, Pang Chen:
Design and Implementation of a Parallel I/O Runtime System for Irregular Applications. IPPS/SPDP 1998: 280-284
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Sanjay Goil, Alok N. Choudhary:
High Performance Data Mining Using Data Cubes on Parallel Computers. IPPS/SPDP 1998: 548-555
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Jesús Carretero, Jaechun No, Alok N. Choudhary, Pang Chen:
COMPASSION: A Parallel I/O Runtime System Including Chunking and Compression for Irregular Applications. IRREGULAR 1998: 262-273
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Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary, Prithviraj Banerjee:
A Loop Transformation Algorithm Based on Explicit Data Layout Representation for Optimizing Locality. LCPC 1998: 34-50
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Peter Brezany, Alok N. Choudhary, Minh Dang:
Language and Compiler Support for Out-of-Core Irregular Applications on Distributed-Memory Multiprocessors. LCR 1998: 343-350
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam:
Improving Locality in Out-of-Core Computations Using Data Layout Transformations. LCR 1998: 359-366
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Prithviraj Banerjee:
Improving Locality Using Loop and Data Transformations in an Integrated Framework. MICRO 1998: 285-297
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Chutimet Srinilta, Alok N. Choudhary:
Performance Enhancement Using Intra-server Caching in a Continuous Media Server. RIDE 1998: 60-66
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Sanjay Goil, Alok N. Choudhary:
High Performance Multidimensional Analysis and Data Mining. SC 1998: 21
1997
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Sarita V. Adve, Doug Burger, Rudolf Eigenmann, Alasdair Rawsthorne, Michael D. Smith, Catherine H. Gebotys, Mahmut T. Kandemir, David J. Lilja, Alok N. Choudhary, Jesse Zhixi Fang, Pen-Chung Yew:
Changing Interaction of Compiler and Architecture. Computer 30(12): 51-58 (1997)
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Sanjay Goil, Alok N. Choudhary:
High Performance OLAP and Data Mining on Parallel Computers. Data Min. Knowl. Discov. 1(4): 391-417 (1997)
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Ian T. Foster, David R. Kohr Jr., Rakesh Krishnaiyer, Alok N. Choudhary:
A Library-Based Approach to Task Parallelism in a Data-Parallel Language. J. Parallel Distributed Comput. 45(2): 148-158 (1997)
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Divyesh Jadav, Alok N. Choudhary, P. Bruce Berra:
An Evaluation of Design Trade-Offs in a High-Performance, Media-on-Demand Server. Multim. Syst. 5(1): 53-68 (1997)
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Divyesh Jadav, Chutimet Srinilta, Alok N. Choudhary:
Batching and Dynamic Allocation Techniques for Increasing the Stream Capacity of an On-Demand Media Server. Parallel Comput. 23(12): 1727-1742 (1997)
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Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary:
Compiler Algorithms for Optimizing Locality and Parallelism on Shared and Distributed Memory Machines. IEEE PACT 1997: 236-
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Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary:
Optimization of Out-of-Core Computations Using Chain Vectors. Euro-Par 1997: 601-608
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Sanjay Goil, Alok N. Choudhary:
Parallel data cube construction for high performance on-line analytical processing. HiPC 1997: 10-15
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Alok N. Choudhary, Vijay Gehlot, Bhagirath Narahari:
Parallel real-time systems: formal specification. HiPC 1997: 186-191
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Mahmut T. Kandemir, Meenakshi A. Kandaswamy, Alok N. Choudhary:
Global I/O optimizations for out-of-core computations. HiPC 1997: 401-406
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Peter Brezany, Alok N. Choudhary, Minh Dang:
Parallelization of Irregular Out-of-Core Applications for Distributed-Memory Systems. HPCN Europe 1997: 811-820
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Shailender Chaudhry, Alok N. Choudhary:
Time dependent priority scheduling for guaranteed QoS systems. ICCCN 1997: 236-241
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Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary:
Improving the Performance of Out-of-Core Computations. ICPP 1997: 128-136
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Mahmut T. Kandemir, J. Ramanujam, Alok N. Choudhary:
A Compiler Algorithm for Optimizing Locality in Loop Nests. International Conference on Supercomputing 1997: 269-276
[c55]
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Mahmut T. Kandemir, Alok N. Choudhary, J. Ramanujam, Meenakshi A. Kandaswamy:
A Unified Compiler Algorithm for Optimizing Locality, Parallelism and Communication in Out-of-core Computations. IOPADS 1997: 79-92
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Chutimet Srinilta, Divyesh Jadav, Alok N. Choudhary:
Design and Evaluation of Data Storage and Retrieval Strategies in a Distributed Memory Continuous Media Server. IPPS 1997: 360-367
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Sachin More, Alok N. Choudhary, Ian T. Foster, Ming Q. Xu:
MTIO - A Multi-Threaded Parallel I/O System. IPPS 1997: 368-373
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Mahmut T. Kandemir, Rajesh Bordawekar, Alok N. Choudhary:
Data Access Reorganizations in Compiling Out-of-Core Data Parallel Programs on Distributed Memory Machines. IPPS 1997: 559-
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Peter Brezany, Alok N. Choudhary, Minh Dang:
Parallelization of Irregular Codes Including Out-of-Core Data and Index Arrays. PARCO 1997: 235-242
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Jaechun No, Alok N. Choudhary:
Runtime Library for Parallel I/O for Irregular Applications. PARCO 1997: 437-440
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Ian T. Foster, David R. Kohr Jr., Rakesh Krishnaiyer, Alok N. Choudhary:
HPF-MPI: A Programming System Supporting Task and Data Parallelism. PP 1997
[c48]
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Mahmut T. Kandemir, Rajesh Bordawekar, Alok N. Choudhary:
I/O Optimizations for Compiling Out-of Core Programs on Distributed-Memory Machines. PP 1997
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Chutimet Srinilta, Divyesh Jadav, Alok N. Choudhary:
Techniques for Increasing the Stream Capacity of a Multimedia Server. RIDE 1997: 122-130
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Meenakshi A. Kandaswamy, Mahmut T. Kandemir, Alok N. Choudhary, David E. Bernholdt:
Optimization and Evaluation of Hartree-Fock Application's I/O with PASSION. SC 1997: 31
1996
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Rajeev Thakur, Alok N. Choudhary, Rajesh Bordawekar, Sachin More, Sivaramakrishna Kuditipudi:
Passion: Optimized I/O for Parallel Applications. Computer 29(6): 70-78 (1996)
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Alok N. Choudhary, David Kotz:
Large-Scale File Systems with the Flexibility of Databases. ACM Comput. Surv. 28(4es): 207 (1996)
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Rajesh Bordawekar, Alok N. Choudhary, J. Ramanujam:
Compilation and Communication Strategies for Out-of-Core Programs on Distributed Memory Machines. J. Parallel Distributed Comput. 38(2): 277-288 (1996)
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Rajeev Thakur, Alok N. Choudhary:
An Extended Two-Phase Method for Accessing Sections of Out-of-Core Arrays. Sci. Program. 5(4): 301-317 (1996)
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Rajeev Thakur, Alok N. Choudhary, J. Ramanujam:
Efficient Algorithms for Array Redistribution. IEEE Trans. Parallel Distributed Syst. 7(6): 587-594 (1996)
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Chaitanya Tumuluri, Alok N. Choudhary:
Scalable Software Latency Hiding Schemes: Evaluation of the Poststore and Prefetch Options. Euro-Par, Vol. II 1996: 486-491
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Rajesh Bordawekar, Alok N. Choudhary, J. Ramanujam:
A Framework for Integrated Communication and I/O Placement. Euro-Par, Vol. I 1996: 541-552
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Alok N. Choudhary, Vijay Gehlot, Bhagirath Narahari:
Syntax and Semantics of PRETSEL - A Specification Language for Parallel Real-Time Systems. HICSS (1) 1996: 525-535
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Divyesh Jadav, Alok N. Choudhary:
Techniques for increasing the stream capacity of a multimedia server. HiPC 1996: 43-48
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Ian T. Foster, David R. Kohr Jr., Rakesh Krishnaiyer, Alok N. Choudhary:
Communicating data-parallel tasks: an MPI library for HPF. HiPC 1996: 433-438
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Chaitanya Tumuluri, Chilukuri K. Mohan, Alok N. Choudhary:
GST networks: learning emergent spatiotemporal correlations. ICNN 1996: 1652-1657
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Rajesh Bordawekar, Alok N. Choudhary, J. Ramanujam:
Automatic Optimization of Communication in Compiling Out-of-Core Stencil Codes. International Conference on Supercomputing 1996: 366-373
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Meenakshi Arunachalam, Alok N. Choudhary, Brad Rullman:
Implementation and Evaluation of Prefetching in the Intel Paragon Parallel File System. IPPS 1996: 554-559
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Ian T. Foster, David R. Kohr Jr., Rakesh Krishnaiyer, Alok N. Choudhary:
Double Standards: Bringing Task Parallelism to HPF Via the Message Passing Interface. SC 1996: 36
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Rajesh Bordawekar, Alok N. Choudhary:
Issues in Compiling I/O Intensive Problems. Input/Output in Parallel and Distributed Computer Systems 1996: 69-96
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Rajeev Thakur, Alok N. Choudhary:
Runtime Support for Out-of-Core Parallel Programs. Input/Output in Parallel and Distributed Computer Systems 1996: 147-165
1995
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Ravi Ponnusamy, Yuan-Shin Hwang, Raja Das, Joel H. Saltz, Alok N. Choudhary, Geoffrey C. Fox:
Supporting irregular distributions using data-parallel languages. IEEE Parallel Distributed Technol. Syst. Appl. 3(1): 12-24 (1995)
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Alok N. Choudhary, Ian T. Foster, Rick Stevens:
Multimedia Applications and High-Performance Computing. IEEE Parallel Distributed Technol. Syst. Appl. 3(2): 2-3 (1995)
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Divyesh Jadav, Alok N. Choudhary:
Designing and implementing high-performance media-on-demand servers. IEEE Parallel Distributed Technol. Syst. Appl. 3(2): 29-39 (1995)
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Daniel A. Reed, Charles E. Catlett, Alok N. Choudhary, David Kotz, Marc Snir:
Parallel I/O: Getting ready for prime time. IEEE Concurr. 3(2): 64-71 (1995)
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Divyesh Jadav, Chutimet Srinilta, Alok N. Choudhary, P. Bruce Berra:
Techniques for Scheduling I/O in a High Performance Multimedia-on-Demand Server. J. Parallel Distributed Comput. 30(2): 190-203 (1995)
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Michael Harry, Juan Miguel del Rosario, Alok N. Choudhary:
The Design of VIP-FS: A Virtual, Parallel File System for High Performance Parallel and Distributed Computing. ACM SIGOPS Oper. Syst. Rev. 29(3): 35-48 (1995)
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Rajeev Thakur, Ravi Ponnusamy, Alok N. Choudhary, Geoffrey C. Fox:
Complete exchange on the CM-5 and Touchstone Delta. J. Supercomput. 8(4): 305-328 (1995)
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Ravi Ponnusamy, Joel H. Saltz, Alok N. Choudhary, Yuan-Shin Hwang, Geoffrey C. Fox:
Runtime Support and Compilation Methods for User-Specified Irregular Data Distributions. IEEE Trans. Parallel Distributed Syst. 6(8): 815-831 (1995)
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Divyesh Jadav, Chutimet Srinilta, Alok N. Choudhary, P. Bruce Berra:
Design and Evaluation of Data Access Stratecies in a High Performance Multimedia-on-Demand Server. ICMCS 1995: 286-291
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Shailender Chaudhry, Mohammed Raziuddin, Alok N. Choudhary:
On guaranteed bandwidth channels. ICNP 1995: 47-
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Rajesh Bordawekar, Alok N. Choudhary:
Communication Strategies for Out-of-Core Programs on Distributed Memory Machines. International Conference on Supercomputing 1995: 395-403
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Michael Harry, Juan Miguel del Rosario, Alok N. Choudhary:
VIP-FS: a VIrtual, Parallel File System for high performance parallel and distributed computing. IPPS 1995: 159-164
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Rajesh Bordawekar, Alok N. Choudhary, Ken Kennedy, Charles Koelbel, Michael H. Paleczny:
A Model and Compilation Strategy for Out-of-Core Data Parallel Programs. PPoPP 1995: 1-10
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Meenakshi Arunachalam, Alok N. Choudhary, Brad Rullman:
A Prefetching Prototype for the Parallel File System on the Paragon. SIGMETRICS 1995: 321-323
1994
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Juan Miguel del Rosario, Alok N. Choudhary:
High-Performance I/O for Massively Parallel Computers: Problems and Prospects. Computer 27(3): 59-68 (1994)
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Alok N. Choudhary, Rajeev Thakur:
Connected Component Labeling on Coarse Grain Parallel Computers: An Experimental Study. J. Parallel Distributed Comput. 20(1): 78-83 (1994)
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Zeki Bozkus, Alok N. Choudhary, Geoffrey C. Fox, Tomasz Haupt, Sanjay Ranka, Min-You Wu:
Compiling Fortran 90D/HPF for Distributed Memory MIMD Computers. J. Parallel Distributed Comput. 21(1): 15-26 (1994)
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Senthil Krishnamoorthy, Alok N. Choudhary:
A Scalable Distributed Shared Memory Architecture. J. Parallel Distributed Comput. 22(3): 547-554 (1994)
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Rajeev Thakur, Rajesh Bordawekar, Alok N. Choudhary:
Compilation of out-of-core data parallel programs for distributed memory machines. SIGARCH Comput. Archit. News 22(4): 23-28 (1994)
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Ravi Ponnusamy, Nashat Mansour, Alok N. Choudhary, Geoffrey Charles Fox:
Graph Contraction for Mapping Data on Parallel Computers: A Quality-Cost Tradeoff. Sci. Program. 3(1): 73-82 (1994)
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Alok N. Choudhary, Bhagirath Narahari, David M. Nicol, Rahul Simha:
Optimal Processor Assignment for a Class of Pipelined Computations. IEEE Trans. Parallel Distributed Syst. 5(4): 439-445 (1994)
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Rajeev Thakur, Rajesh Bordawekar, Alok N. Choudhary:
Compiler and runtime support for out-of-core HPF programs. International Conference on Supercomputing 1994: 382-391
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Rajeev Thakur, Alok N. Choudhary:
All-to-All Communication on Meshes with Wormhole Routing. IPPS 1994: 561-565
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Rajeev Thakur, Alok N. Choudhary, Geoffrey C. Fox:
Complete Exchange on a Wormhole Routed Mesh. MASCOTS 1994: 131-135
1993
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Alok N. Choudhary:
Parallel I/O Systems - Guest Editor's Introduction. J. Parallel Distributed Comput. 17(1-2): 1-3 (1993)
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Q. Wang Song, Salim Hariri, Alok N. Choudhary:
Design and Analysis of an Optical Communications Processor. J. Parallel Distributed Comput. 17(3): 222-229 (1993)
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Ravi Ponnusamy, Rajeev Thakur, Alok N. Choudhary, Kishore Velamakanni, Zeki Bozkus, Geoffrey C. Fox:
Experimental Performance Evaluation of the CM-5. J. Parallel Distributed Comput. 19(3): 192-202 (1993)
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Alok N. Choudhary, Geoffrey C. Fox, Seema Hiranandani, Ken Kennedy, Charles Koelbel, Sanjay Ranka, Chau-Wen Tseng:
Unified Compilation of Fortran 77D and 90D. LOPLAS 2(1-4): 95-114 (1993)
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Alok N. Choudhary, Bhagirath Narahari, Ramesh Krishnamurti:
An Efficient Heuristic Scheme for Dynamic Remapping of Parallel Computations. Parallel Comput. 19(6): 621-632 (1993)
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Juan Miguel del Rosario, Rajesh Bordawekar, Alok N. Choudhary:
Improved parallel I/O via a two-phase run-time access strategy. SIGARCH Comput. Archit. News 21(5): 31-38 (1993)
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Alok N. Choudhary, Janak H. Patel, Narendra Ahuja:
NETRA: A Hierarchical and Partitionable Architecture for Computer Vision Systems. IEEE Trans. Parallel Distributed Syst. 4(10): 1092-1104 (1993)
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Nashat Mansour, Ravi Ponnusamy, Alok N. Choudhary, Geoffrey C. Fox:
Graph Contraction for Physical Optimization Methods: A Quality-Cost Tradeoff for Mapping Data on Parallel Computers. International Conference on Supercomputing 1993: 1-10
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Rajesh Bordawekar, Alok N. Choudhary, Juan Miguel del Rosario:
An Experimental Performance Evaluation of Touchstone Delta Concurrent File System. International Conference on Supercomputing 1993: 367-376
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Ravi Ponnusamy, Nashat Mansour, Alok N. Choudhary, Geoffrey C. Fox:
Mapping Realistic Data Sets on Parallel Computers. IPPS 1993: 123-128
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Edward B. Suh, B. K. Lee, Robert L. Martino, Bhagirath Narahari, Alok N. Choudhary:
Parallel Computation of Solvent Accessible Surface Area of Protein Molecules. IPPS 1993: 685-689
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Zeki Bozkus, Alok N. Choudhary, Geoffrey C. Fox, Tomasz Haupt, Sanjay Ranka:
A Compilation Approach for Fortran 90D/ HPF Compilers. LCPC 1993: 200-215
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Zeki Bozkus, Alok N. Choudhary, Geoffrey C. Fox, Tomasz Haupt, Sanjay Ranka:
Fortran 90D/HPF compiler for distributed memory MIMD computers: design, implementation, and performance results. SC 1993: 351-360
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Ravi Ponnusamy, Joel H. Saltz, Alok N. Choudhary:
Runtime compilation techniques for data partitioning and communication schedule reuse. SC 1993: 361-370
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Rajesh Bordawekar, Juan Miguel del Rosario, Alok N. Choudhary:
Design and Evaluation of primitives for Parallel I/O. SC 1993: 452-461
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Alok N. Choudhary, Charles Koelbel, Mary Zosel:
High performance Fortran: implementor and users workshop. SC 1993: 610-613
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Geoffrey C. Fox, Sanjay Ranka, Michael L. Scott, Allen D. Malony, James C. Browne, Marina C. Chen, Alok N. Choudhary, Thomas E. Cheatham, Janice E. Cuny, Rudolf Eigenmann, Amr F. Fahmy, Ian T. Foster, Dennis Gannon, Tomasz Haupt, Carl Kesselman, Charles Koelbel, Wei Li, Monica S. Lam, Thomas J. LeBlanc, Jim Openshaw, David A. Padua, Constantine D. Polychronopoulos, Joel H. Saltz, Alan Sussman, Gil Weigand, Katherine A. Yelick:
Common runtime support for high-performance parallel languages. SC 1993: 752-757
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Zeki Bozkus, Sanjay Ranka, Geoffrey C. Fox, Alok N. Choudhary:
Performance Comparison of the CM-5 and Intel Touchstone Delta for Data Parallel Operations. SPDP 1993: 307-311
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Zeki Bozkus, Alok N. Choudhary, Geoffrey C. Fox, Tomasz Haupt, Sanjay Ranka:
Compiling Distribution Directives in a FORTRAN 90D Compiler. SPDP 1993: 617-620
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Alok N. Choudhary, P. Bruce Berra:
Proceedings of the 1993 International Conference on Parallel Processing, Syracuse University, NY, USA, August 16-20, 1993. Volume II: Software. CRC Press 1993, ISBN 0-8493-8985-2 [contents]
1992
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Alok N. Choudhary, Sanjay Ranka:
Parallel Processing for Computer Vision and Image Understanding - Guest Editors' Introduction to the Special Issue. Computer 25(2): 7-10 (1992)
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Salim Hariri, Alok N. Choudhary, Behçet Sarikaya:
Architectural Support for Designing Fault-Tolerant Open Distributed Systems. Computer 25(6): 50-62 (1992)
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Alok N. Choudhary, Ravi Ponnusamy:
Run-time data decomposition for parallel implementation of image processing and computer vision tasks. Concurr. Pract. Exp. 4(4): 313-334 (1992)
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Alok N. Choudhary, Senthil Krishnamoorthy:
Shared-Memory Multiprocessor Simulations to Study Dynamic Characteristics of Two-Level Caches. Int. J. Comput. Simul. 2(1) (1992)
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Alok N. Choudhary, Ravi Ponnusamy:
Parallel Implementation and Evaluation of a Motion Estimation System Algorithms. J. Parallel Distributed Comput. 14(1): 50-65 (1992)
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Alok N. Choudhary, Sanjay Ranka:
Mesh and pyramid algorithms for iconic indexing. Pattern Recognit. 25(9): 1061-1067 (1992)
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Alok N. Choudhary, Rajeev Thakur:
Evaluation of Connected Component Labeling Algorithms on Shared and Distributed Memory Multiprocessors. IPPS 1992: 362-365
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Senthil Krishnamoorthy, Alok N. Choudhary:
An Evaluation of Set-Associativity in Two-Level Caches for Shared Memory Multiprocessors. PARLE 1992: 751-766
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Ravi Ponnusamy, Rajeev Thakur, Alok N. Choudhary, Geoffrey C. Fox:
Scheduling Regular and Irregular Communication Patterns on the CM-5. SC 1992: 394-402
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Ravi Ponnusamy, Joel H. Saltz, Raja Das, Charles Koelbel, Alok N. Choudhary:
Embedding Data Mappers with Distributed Memory Machine Compilers. SIGPLAN Workshop 1992: 52-55
1991
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Alok N. Choudhary, Ravi Ponnusamy:
Implementation and Evaluation of Hough Transform Algorithms on a Shared-Memory Multiprocessor. J. Parallel Distributed Comput. 12(2): 178-188 (1991)
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Ganesh Ramamoorthy, Alok N. Choudhary:
A bibliography for multiprocessor cache memories. SIGARCH Comput. Archit. News 19(4): 138-153 (1991)
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Alok N. Choudhary, Ravi Ponnusamy:
Shared memory multiprocessor implementation and evaluation of Hough transform algorithm. CVPR 1991: 668-669
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Alok N. Choudhary, Sanjay Ranka:
Mesh and pyramid algorithms for iconic indexing. ICS 1991: 295-303
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Alok N. Choudhary, Ravi Ponnusamy:
Guided Scheduling Schemes for Image Understanding Tasks for Shared and Distributed Memory Multiprocessors. IPPS 1991: 260-264
1990
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Alok N. Choudhary:
Cost of Distributed Deadlock Detection: A Performance Study. ICDE 1990: 174-181
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Alok N. Choudhary, Janak H. Patel:
Performance Evaluation of Clusters of NETRA: An Architecture for Computer Vision Systems. ICPP (1) 1990: 494-497
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Alok N. Choudhary, Mun K. Leung, Thomas S. Huang, Janak H. Patel:
Parallel implementation and evaluation of motion estimation system algorithms on a distributed memory multiprocessor using knowledge based mappings. ICPR (2) 1990: 337-342
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Alok N. Choudhary, Subhodev Das, Narendra Ahuja, Janak H. Patel:
A reconfigurable and hierarchical parallel processing architecture: performance results for stereo vision. ICPR (2) 1990: 389-393
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Alok N. Choudhary, Salim Hariri, Wang Song, Partha Banerjee, Sanjay Ranka:
Optical switching and routing architectures for fiber-optic computer communication networks. LCN 1990: 65-74

1980 – 1989

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1989
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Alok N. Choudhary:
Parallel architectures and parallel algorithms for integrated vision systems. University of Illinois Urbana-Champaign, USA, 1989
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Alok N. Choudhary, Walter H. Kohler, John A. Stankovic, Donald F. Towsley:
A Modified Priority Based Probe Algorithm for Distributed Deadlock Detection and Resolution. IEEE Trans. Software Eng. 15(1): 10-17 (1989)
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Alok N. Choudhary, Walter H. Kohler, John A. Stankovic, Donald F. Towsley:
Correction to "A Modified Priority Based Probe Algorithm for Distributed Deadlock Detection and Resolution". IEEE Trans. Software Eng. 15(12): 1644 (1989)
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Alok N. Choudhary, Janak H. Patel:
Load balancing and task decomposition techniques for parallel implementation of integrated vision systems algorithms. SC 1989: 266-275
1988
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Alok N. Choudhary, Janak H. Patel:
A Parallel Processing Architecture for an Integrated Vision System. ICPP (1) 1988: 383-387
1987
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Alok N. Choudhary, Walter H. Kohler, John A. Stankovic, Donald F. Towsley:
A Priority Based Probe Algorithm for Distributed Deadlock Detection and Resolution. ICDCS 1987: 162-169

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