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2020 – today
- 2024
[j69]Wenjia Wu
, Jiale Yuan, Sheng Ma, Ming Yang:
AP-assisted adaptive video streaming in wireless networks with high-density clients. Comput. Commun. 219: 53-63 (2024)- [j68]Rui Xu, Sheng Ma, Yang Guo, Dongsheng Li:
A Survey of Design and Optimization for Systolic Array-based DNN Accelerators. ACM Comput. Surv. 56(1): 20:1-20:37 (2024) - [j67]Runze Ge, Jian Chen, Sheng Ma, Huarong Tan:
Inventory and Spatial Distribution of Landslides on the Eastern Slope of Gongga Mountain, Southwest China. Remote. Sens. 16(18): 3360 (2024) - [j66]Yunping Zhao, Sheng Ma, Hengzhu Liu, Libo Huang, Yi Dai:
SAC: An Ultra-Efficient Spin-based Architecture for Compressed DNNs. ACM Trans. Archit. Code Optim. 21(1): 7:1-7:26 (2024) - [j65]Yunping Zhao, Sheng Ma, Hengzhu Liu, Dongsheng Li:
SAL: Optimizing the Dataflow of Spin-based Architectures for Lightweight Neural Networks. ACM Trans. Archit. Code Optim. 21(3): 56:1-56:27 (2024) - [j64]Bo Wang, Sheng Ma, Shengbai Luo, Lizhou Wu, Jianmin Zhang, Chunyuan Zhang, Tiejun Li:
SparGD: A Sparse GEMM Accelerator with Dynamic Dataflow. ACM Trans. Design Autom. Electr. Syst. 29(2): 26:1-26:32 (2024) - [j63]Yunping Zhao, Sheng Ma, Hengzhu Liu, Libo Huang:
EPHA: An Energy-efficient Parallel Hybrid Architecture for ANNs and SNNs. ACM Trans. Design Autom. Electr. Syst. 29(3): 43:1-43:28 (2024) - [c94]Shengbai Luo, Bo Wang, Yihao Shi, Xueyi Zhang, Qingshan Xue, Sheng Ma:
Sparm: A Sparse Matrix Multiplication Accelerator Supporting Multiple Dataflows. ASAP 2024: 122-130 - [c93]Ling Yang, Zhong Zheng, Libo Huang, Run Yan, Sheng Ma, Yongwen Wang, Weixia Xu:
Cost-Effective Value Predictor for ILP processors through Design Space Exploration. ACM Great Lakes Symposium on VLSI 2024: 301-304 - [c92]Chongshan Liang, Yi Dai, Jun Xia, Jinbo Xu, Jintao Peng, Weixia Xu, Ming Xie, Jie Liu, Zhiquan Lai, Sheng Ma, Qi Zhu:
The Self-adaptive and Topology-aware MPI_Bcast leveraging Collective offload on Tianhe Express Interconnect. IPDPS 2024: 791-801 - [c91]Yihao Shi, Bo Wang, Shengbai Luo, Qingshan Xue, Xueyi Zhang, Sheng Ma:
Understanding and Mitigating the Soft Error of Contrastive Language-Image Pre-training Models. ITC-Asia 2024: 1-6 - [i2]Siqing Fu, Tiejun Li, Chunyuan Zhang, Sheng Ma, Jianmin Zhang, Lizhou Wu:
Spin-NeuroMem: A Low-Power Neuromorphic Associative Memory Design Based on Spintronic Devices. CoRR abs/2404.02463 (2024) - 2023
- [j62]Siqing Fu, Tiejun Li, Chunyuan Zhang, Hanqing Li, Sheng Ma, Jianmin Zhang, Ruiyi Zhang, Lizhou Wu:
RHS-TRNG: A Resilient High-Speed True Random Number Generator Based on STT-MTJ Device. IEEE Trans. Very Large Scale Integr. Syst. 31(10): 1578-1591 (2023) - [c90]Xiao Yi, Bo Wang, Shengbai Luo, Tiejun Li, Lizhou Wu, Jianmin Zhang, Kenli Li, Sheng Ma:
A Hybrid Kernel Pruning Approach for Efficient and Accurate CNNs. ICA3PP (7) 2023: 34-46 - [c89]Xiang Hou, Yuan Yuan, Sheng Ma, Rui Xu, Bo Wang, Tiejun Li, Wei Jiang, Lizhou Wu, Jianmin Zhang:
Optimizing the Parallelism of Communication and Computation in Distributed Training Platform. ICA3PP (1) 2023: 340-359 - [c88]Yi Yang, Tiejun Li, Yi Dai, Bo Wang, Sheng Ma, Yanqiang Sun:
Absorb: Deadlock Resolution for 2.5D Modular Chiplet Based Systems. ICA3PP (1) 2023: 474-487 - [i1]Siqing Fu, Tiejun Li, Chunyuan Zhang, Hanqing Li, Sheng Ma, Jianmin Zhang, Ruiyi Zhang, Lizhou Wu:
RHS-TRNG: A Resilient High-Speed True Random Number Generator Based on STT-MTJ Device. CoRR abs/2312.17453 (2023) - 2022
- [j61]Ling Yang, Libo Huang, Run Yan, Nong Xiao, Sheng Ma, Li Shen, Weixia Xu:
Stride Equality Prediction for Value Speculation. IEEE Comput. Archit. Lett. 21(2): 57-60 (2022) - [j60]Ye Huang, Yetong Tan, Xiangdong Tian, Jian Wang, Guangyu Zhu, Rongtian Wang, Zhipeng Xue, Sheng Ma, Yuanyi Hu, Tiansong Ding:
Three-dimensional surgical planning and clinical evaluation of the efficacy of distal tibial tuberosity high tibial osteotomy in obese patients with varus knee osteoarthritis. Comput. Methods Programs Biomed. 213: 106502 (2022) - [j59]Xiaomin Li, Yetong Tan, Xiangdong Tian, Jian Wang, Zhipeng Xue, Sheng Ma, Yuanyi Hu, Tiansong Ding, Jiajia Wang, Ze Zhao:
Medial compartment cartilage repair and lower extremity biomechanical changes after single-plane high tibial osteotomy of distal tibial tuberosity. Comput. Methods Programs Biomed. 221: 106923 (2022) - [j58]Bo Wang, Sheng Ma, Guoyi Zhu, Xiao Yi, Rui Xu:
A novel systolic array processor with dynamic dataflows. Integr. 85: 42-47 (2022) - [j57]Yuanhu Cheng, Libo Huang, Yi-Jun Cui, Sheng Ma, Yongwen Wang, Bingcai Sui:
RV16: An Ultra-Low-Cost Embedded RISC-V Processor Core. J. Comput. Sci. Technol. 37(6): 1307-1319 (2022) - [j56]Zhong Liu, Xin Xiao, Chen Li, Sheng Ma, Rangyu Deng:
Optimizing convolutional neural networks on multi-core vector accelerator. Parallel Comput. 112: 102945 (2022) - [j55]Rui Xu, Sheng Ma, Yaohua Wang, Yang Guo, Dongsheng Li, Yuran Qiao:
Heterogeneous Systolic Array Architecture for Compact CNNs Hardware Accelerators. IEEE Trans. Parallel Distributed Syst. 33(11): 2860-2871 (2022) - [c87]Yi Dai, Kai Lu, Sheng Ma, Junsheng Chang:
Full-credit Flow Control: A Novel Technique to Implement Deadlock-free Adaptive Routing. DATE 2022: 1041-1046 - [c86]Bo Wang, Sheng Ma, Yuan Yuan, Yi Dai, Wei Jiang, Xiang Hou, Xiao Yi, Rui Xu:
SparG: A Sparse GEMM Accelerator for Deep Learning Applications. ICA3PP 2022: 529-547 - [c85]Wei Jiang, Bo Wang, Sheng Ma, Xiang Hou, Libo Huang, Yi Dai, Jianbin Fang:
PipeFB: An Optimized Pipeline Parallelism Scheme to Reduce the Peak Memory Usage. ICA3PP 2022: 590-604 - [c84]Gan Tong, Run Yan, Ling Yang, Mengqiao Lan, Jing Zhang, Yuanhu Cheng, Wentao Ma, Yashuai Lü, Sheng Ma, Libo Huang:
Optimizing Winograd Convolution on GPUs via Partial Kernel Fusion. NPC 2022: 17-29 - [c83]Hongli Zhong, Zhong Liu, Sheng Liu, Sheng Ma, Chen Li:
Adaptive Low-Cost Loop Expansion for Modulo Scheduling. NPC 2022: 30-41 - [c82]Bo Wang, Sheng Ma, Zhong Liu, Libo Huang, Yuan Yuan, Yi Dai:
SADD: A Novel Systolic Array Accelerator with Dynamic Dataflow for Sparse GEMM in Deep Learning. NPC 2022: 42-53 - 2021
- [j54]Rui Xu, Sheng Ma, Yaohua Wang, Xinhai Chen, Yang Guo:
Configurable Multi-directional Systolic Array Architecture for Convolutional Neural Networks. ACM Trans. Archit. Code Optim. 18(4): 42:1-42:24 (2021) - [c81]Rui Xu, Sheng Ma, Yaohua Wang, Yang Guo:
HeSA: Heterogeneous Systolic Array Architecture for Compact CNNs Hardware Accelerators. DATE 2021: 657-662 - [c80]Siqing Fu, Tiejun Li, Jianmin Zhang, Sheng Ma, Sheng Liu:
MiniMCTAD: Minimalist Monte Carlo Transport Architecture Design. ISPA/BDCloud/SocialCom/SustainCom 2021: 1-10 - [c79]Xiang Hou, Rui Xu, Sheng Ma, Qiong Wang, Wei Jiang, Hongyi Lu:
Co-designing the Topology/Algorithm to Accelerate Distributed Training. ISPA/BDCloud/SocialCom/SustainCom 2021: 1010-1018 - [c78]Wei Jiang, Rui Xu, Sheng Ma, Qiong Wang, Xiang Hou, Hongyi Lu:
A Memory Saving Mechanism Based on Data Transferring for Pipeline Parallelism. ISPA/BDCloud/SocialCom/SustainCom 2021: 1230-1235 - 2020
- [j53]Xiangdong Tian, Jian Wang, Dongfeng Du, Shuwen Li, Changxiao Han, Guangyu Zhu, Yetong Tan, Sheng Ma, Handong Chen, Ming Lei:
Medical imaging and diagnosis of subpatellar vertebrae based on improved Laplacian image enhancement algorithm. Comput. Methods Programs Biomed. 187: 105082 (2020) - [j52]Xiangdong Tian, Changxiao Han, Jian Wang, Yetong Tan, Guangyu Zhu, Ming Lei, Sheng Ma, Yuanyi Hu, Shuwen Li, Handong Chen, Ye Huang:
Distal tibial tuberosity high tibial osteotomy using an image enhancement technique for orthopedic scans in the treatment of medial compartment knee osteoarthritis. Comput. Methods Programs Biomed. 191: 105349 (2020) - [j51]Kang Jin, Dezun Dong, Cunlu Li, Libo Huang, Sheng Ma, Binzhang Fu:
DancerFly: An Order-Aware Network-on-Chip Router On-the-Fly Mitigating Multi-path Packet Reordering. Int. J. Parallel Program. 48(4): 730-749 (2020) - [j50]Chen Li, Andrew Zigerelli, Jun Yang, Youtao Zhang, Sheng Ma, Yang Guo:
A Dynamic and Proactive GPU Preemption Mechanism Using Checkpointing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(1): 75-87 (2020) - [c77]Rui Xu, Sheng Ma, Yaohua Wang, Yang Guo:
CMSA: Configurable Multi-directional Systolic Array for Convolutional Neural Networks. ICCD 2020: 494-497 - [c76]Zhong Liu, Sheng Ma, Cheng Li, Haiyan Chen:
Accelerating Large-Scale Deep Convolutional Neural Networks on Multi-core Vector Accelerators. NPC 2020: 68-79
2010 – 2019
- 2019
- [j49]Sheng Ma, Yuanwu Lei, Libo Huang, Zhiying Wang:
MT-DMA: A DMA Controller Supporting Efficient Matrix Transposition for Digital Signal Processing. IEEE Access 7: 5808-5818 (2019) - [j48]Chen Li, Jun Yang, Yifan Sun, Lingling Jin, Lingjie Xu, Zheng Cao, Pengfei Fan, David R. Kaeli, Sheng Ma, Yang Guo:
Priority-Based PCIe Scheduling for Multi-Tenant Multi-GPU Systems. IEEE Comput. Archit. Lett. 18(2): 157-160 (2019) - [j47]Libo Huang, Ya-Shuai Lü, Sheng Ma, Nong Xiao, Zhiying Wang:
SIMD stealing: Architectural support for efficient data parallel execution on multicores. Microprocess. Microsystems 65: 136-147 (2019) - [j46]Xia Zhao, Sheng Ma, Zhiying Wang, Natalie D. Enright Jerger, Lieven Eeckhout:
CD-Xbar: A Converge-Diverge Crossbar Network for High-Performance GPUs. IEEE Trans. Computers 68(9): 1283-1296 (2019) - [j45]Sheng Ma, Zhong Liu, Shenggang Chen, Libo Huang, Yang Guo, Zhiying Wang, Meidi Zhang:
Coordinated DMA: Improving the DRAM Access Efficiency for Matrix Multiplication. IEEE Trans. Parallel Distributed Syst. 30(10): 2148-2164 (2019) - [c75]Peng Wang, Sobhan Niknam, Sheng Ma, Zhiying Wang, Todor P. Stefanov:
Surf-Bless: A Confined-interference Routing for Energy-Efficient Communication in NoCs. DAC 2019: 50 - [c74]Sheng Ma, Yang Guo, Shenggang Chen, Libo Huang, Zhiying Wang:
Improving the DRAM Access Efficiency for Matrix Multiplication on Multicore Accelerators. DATE 2019: 1058-1063 - [c73]Peng Wang, Sobhan Niknam, Sheng Ma, Zhiying Wang, Todor P. Stefanov:
EVC-Based Power Gating Approach to Achieve Low-Power and High Performance NoC. DSD 2019: 116-123 - [c72]Peng Wang, Sobhan Niknam, Sheng Ma, Zhiying Wang, Todor P. Stefanov:
A Dynamic Bypass Approach to Realize Power Efficient Network-on-Chip. HPCC/SmartCity/DSS 2019: 2019-2026 - [c71]Zhong Liu, Xi Tian, Sheng Ma:
The Implementation and Optimization of Parallel Linpack on Multi-Core Vector Accelerator. HPCC/SmartCity/DSS 2019: 2261-2269 - [c70]Sheng Ma, Libo Huang, Yuanwu Lei, Yang Guo, Zhiying Wang:
An Efficient Direct Memory Access (DMA) Controller for Scientific Computing Accelerators. ISCAS 2019: 1-5 - 2018
- [j44]Hui Guo, Libo Huang, Ya-Shuai Lü, Sheng Ma, Zhiying Wang:
DyCache: Dynamic Multi-Grain Cache Management for Irregular Memory Accesses on GPU. IEEE Access 6: 38881-38891 (2018) - [j43]Hui Guo, Libo Huang, Ya-Shuai Lü, Jianqiao Ma, Cheng Qian, Sheng Ma, Zhiying Wang:
Accelerating BFS via Data Structure-Aware Prefetching on GPU. IEEE Access 6: 60234-60248 (2018) - [j42]Qi Dai, Chaohui Bao, Yabing Hai Hai, Sheng Ma, Tao Zhou, Cong Wang, Yunfei Wang, Wenwen Huo, Xiaoqing Liu, Yuhua Yao, Zhenyu Xuan, Min Chen, Michael Q. Zhang:
MTGIpick allows robust identification of genomic islands from a single genome. Briefings Bioinform. 19(3): 361-373 (2018) - [j41]Wenjie Liu, Sheng Ma, Libo Huang, Zhiying Wang:
The Design of NoC-Side Memory Access Scheduling for Energy-Efficient GPGPUs. Int. J. Parallel Program. 46(4): 722-735 (2018) - [c69]Rui Xu, Sheng Ma, Wenwu Li, Yang Guo:
Accelerating CNNs Using Optimized Scheduling Strategy. ICA3PP (3) 2018: 196-208 - [c68]Ximing He, Sheng Ma, Wenjie Liu, Sijiang Fan, Libo Huang, Zhiying Wang, Zhanyong Zhou:
VISU: A Simple and Efficient Cache Coherence Protocol Based on Self-updating. ICA3PP (4) 2018: 341-357 - [c67]Sheng Ma, Hongyi Lu, Libo Huang, Li Shen, Yang Guo, Zhiying Wang, Wenliang Xue:
Adaptive VC Partitioning for NoCs in GPGPUs. ISCAS 2018: 1-5 - [c66]Qi Yu, Libo Huang, Hui Guo, Cheng Qian, Sheng Ma, Zhiying Wang:
Improving Branch Prediction Accuracy on Multi-Core Architectures for Big Data. ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018: 377-382 - [c65]Rui Xu, Sheng Ma, Yang Guo:
Performance Analysis of Different Convolution Algorithms in GPU Environment. NAS 2018: 1-10 - 2017
- [j40]Lu Wang, Sheng Ma, Chen Li, Wei Chen, Zhiying Wang:
A high performance reliable NoC router. Integr. 58: 583-592 (2017) - [j39]Zui Tao, Yan Wang, Sheng Ma, Tingting Lv, Xiang Zhou:
A Phytoplankton Class-Specific Marine Primary Productivity Model Using MODIS Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(12): 5519-5528 (2017) - [c64]Tan Zhang, Chaobing Zhou, Libo Huang, Nong Xiao, Sheng Ma:
Improving Branch Prediction for Thread Migration on Multi-core Architectures. NPC 2017: 87-99 - 2016
- [j38]Lu Wang, Sheng Ma, Zhiying Wang:
A runtime fault-tolerant routing algorithm based on region flooding in NoCs. Microprocess. Microsystems 45: 198-207 (2016) - [c63]Chen Li, Zicong Wang, Lu Wang, Sheng Ma, Yang Guo:
Overcoming and Analyzing the Bottleneck of Interposer Network in 2.5D NoC Architecture. ACA 2016: 40-47 - [c62]Lu Wang, Sheng Ma, Zhiying Wang:
A high performance reliable NoC router. ASP-DAC 2016: 712-718 - [c61]Xia Zhao, Sheng Ma, Yuxi Liu, Lieven Eeckhout, Zhiying Wang:
A low-cost conflict-free NoC for GPGPUs. DAC 2016: 34:1-34:6 - [c60]Xia Zhao, Sheng Ma, Chen Li, Lieven Eeckhout, Zhiying Wang:
A heterogeneous low-cost and low-latency Ring-Chain network for GPGPUs. ICCD 2016: 472-479 - [c59]Chen Li, Sheng Ma, Lu Wang, Zicong Wang, Xia Zhao, Yang Guo:
DLL: A dynamic latency-aware load-balancing strategy in 2.5D NoC architecture. ICCD 2016: 646-653 - [c58]Zui Tao, Tingting Lv, Xiang Zhou, Sheng Ma, Xiangbing Kong:
Monitoring of sinking flux of ocean particulate organic carbon using remote sensing methods. IGARSS 2016: 3788-3791 - 2015
- [j37]Chen Li, Sheng Ma, Shenggang Chen, Yang Guo, Peng Wang:
Express Ring: a multi-layer and non-blocking NoC architecture. IEICE Electron. Express 12(3): 20141190 (2015) - [j36]Yingni Shi, Xuan Zhou, Xiaofeng Yang, Lijian Shi, Sheng Ma:
Merging Satellite Ocean Color Data With Bayesian Maximum Entropy Method. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(7): 3294-3304 (2015) - [j35]Sheng Ma, Zhiying Wang, Zonglin Liu, Natalie D. Enright Jerger:
Leaving One Slot Empty: Flit Bubble Flow Control for Torus Cache-Coherent NoCs. IEEE Trans. Computers 64(3): 763-777 (2015) - [c57]Peng Wang, Sheng Ma, Hongyi Lu, Zhiying Wang, Chen Li:
Adaptive remaining hop count flow control: Consider the interaction between packets. ASP-DAC 2015: 54-60 - [c56]Chao Yang, Haiyan Chen, Sheng Liu, Sheng Ma:
A New Memory Address Transformation for Continuous-Flow FFT Processors with SIMD Extension. NCCET 2015: 51-60 - 2014
- [j34]Zonglin Liu, Sheng Ma, Yang Guo:
An efficient floating-point multiplier for digital signal processors. IEICE Electron. Express 11(6): 20140078 (2014) - [j33]Peng Wang, Sheng Ma, Hongyi Lu, Zhiying Wang:
A comprehensive comparison between virtual cut-through and wormhole routers for cache coherent Network on-Chips. IEICE Electron. Express 11(14): 20140496 (2014) - [j32]Sheng Ma, Zui Tao, Xiaofeng Yang, Yang Yu, Xuan Zhou, Wentao Ma, Ziwei Li:
Estimation of Marine Primary Productivity From Satellite-Derived Phytoplankton Absorption Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(7): 3084-3092 (2014) - [j31]Wentao Ma, Xiaofeng Yang, Guihong Liu, Sheng Ma, Yang Yu, Ziwei Li, Yuguang Liu:
An Improved Model for L-Band Brightness Temperature Estimation Over Foam-Covered Seas Under Low and Moderate Winds. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(9): 3784-3793 (2014) - [j30]Sheng Ma, Natalie D. Enright Jerger, Zhiying Wang, Ming-che Lai, Libo Huang:
Holistic Routing Algorithm Design to Support Workload Consolidation in NoCs. IEEE Trans. Computers 63(3): 529-542 (2014) - [j29]Sheng Ma, Zui Tao, Xiaofeng Yang, Yang Yu, Xuan Zhou, Ziwei Li:
Bathymetry Retrieval From Hyperspectral Remote Sensing Data in Optical-Shallow Water. IEEE Trans. Geosci. Remote. Sens. 52(2): 1205-1212 (2014) - [j28]Sheng Ma, Zhiying Wang, Natalie D. Enright Jerger, Li Shen, Nong Xiao:
Novel Flow Control for Fully Adaptive Routing in Cache-Coherent NoCs. IEEE Trans. Parallel Distributed Syst. 25(9): 2397-2407 (2014) - [j27]Yuanwu Lei, Lei Guo, Yong Dou, Sheng Ma, Jinbo Xu:
FPGA Implementation of a Special-Purpose VLIW Structure for Double-Precision Elementary Function. ACM Trans. Reconfigurable Technol. Syst. 7(2): 8:1-8:21 (2014) - [c55]Yongqing Wang, Liquan Xiao, Sheng Ma, Zhengbin Pang, Kefei Wang:
Selective Extension of Routing Algorithms Based on Turn Model. PDP 2014: 174-177 - 2012
- [j26]Libo Huang, Sheng Ma, Li Shen, Zhiying Wang, Nong Xiao:
Low-Cost Binary128 Floating-Point FMA Unit Design with SIMD Support. IEEE Trans. Computers 61(5): 745-751 (2012) - [c54]Sheng Ma, Natalie D. Enright Jerger, Zhiying Wang:
Supporting efficient collective communication in NoCs. HPCA 2012: 165-176 - [c53]Sheng Ma, Natalie D. Enright Jerger, Zhiying Wang:
Whole packet forwarding: Efficient design of fully adaptive routing algorithms for networks-on-chip. HPCA 2012: 467-478 - 2011
- [j25]Ming-che Lai, Lei Gao, Sheng Ma, Nong Xiao, Zhiying Wang:
A practical low-latency router architecture with wing channel for on-chip network. Microprocess. Microsystems 35(2): 98-109 (2011) - [c52]Sheng Ma:
Some Remarks on Convergence in Credibility Measure and Convergence in Credibility Distribution of Fuzzy Variable. IPTC 2011: 100-103 - [c51]Sheng Ma, Natalie D. Enright Jerger, Zhiying Wang:
DBAR: an efficient routing algorithm to support multiple concurrent applications in networks-on-chip. ISCA 2011: 413-424 - 2010
- [j24]Tao Li, Mitsunori Ogihara, Sheng Ma:
On combining multiple clusterings: an overview and a new perspective. Appl. Intell. 33(2): 207-219 (2010) - [j23]Tao Li, Wei Peng, Charles Perng, Sheng Ma, Haixun Wang:
An Integrated Data-Driven Framework for Computing System Management. IEEE Trans. Syst. Man Cybern. Part A 40(1): 90-99 (2010) - [c50]Libo Huang, Li Shen, Zhiying Wang, Wei Shi, Nong Xiao, Sheng Ma:
SIF: Overcoming the limitations of SIMD devices via implicit permutation. HPCA 2010: 1-12 - [p2]Tao Li, Sheng Ma, Mitsunori Ogihara:
Wavelet Methods in Data Mining. Data Mining and Knowledge Discovery Handbook 2010: 553-571
2000 – 2009
- 2009
- [c49]Sheng Ma, Libo Huang, Zhiying Wang, Kui Dai:
Implementation of OpenVG Path and Paint Algorithms on Synchronous Data Triggered Architecture with Optimization. NAS 2009: 379-385 - [r1]Sheng Ma, Tao Li:
On Clustering Techniques. Encyclopedia of Data Warehousing and Mining 2009: 264-268 - 2008
- [j22]Tao Li, Chang-Shing Perng, Sheng Ma:
Guest editorial: special issue on temporal data mining: theory, algorithms and applications. Data Min. Knowl. Discov. 16(1): 1-3 (2008) - [j21]Hui Xiong, Wenjun Zhou, Mark Brodie, Sheng Ma:
Top-k Correlation Computation. INFORMS J. Comput. 20(4): 539-552 (2008) - [c48]Qin Jiang, Sheng Ma:
Periodic and Subharmonic Solutions for a Class of Local Nonquadratic Second-Order Hamiltonian Systems. CSSE (2) 2008: 818-821 - 2007
- [j20]Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma, Bojun Yan, Muna Al-Razgan, Dimitris Papadopoulos:
Locally adaptive metrics for clustering high dimensional data. Data Min. Knowl. Discov. 14(1): 63-97 (2007) - 2006
- [c47]Chang-Shing Perng, Haixun Wang, Sheng Ma:
Fast Relevance Discovery in Time Series. ICDM 2006: 1016-1020 - [c46]Fei Wang, Sheng Ma, Liuzhong Yang, Tao Li:
Recommendation on Item Graphs. ICDM 2006: 1119-1123 - [c45]Hui Xiong, Mark Brodie, Sheng Ma:
TOP-COP: Mining TOP-K Strongly Correlated Pairs in Large Databases. ICDM 2006: 1162-1166 - 2005
- [j19]Mark Brodie, Sheng Ma, Leonid Rachevsky, Jon Champlin:
Automated Problem Determination using Call-Stack Matching. J. Netw. Syst. Manag. 13(2): 219-237 (2005) - [j18]Haixun Wang, Chang-Shing Perng, Sheng Ma, Philip S. Yu:
Demand-driven frequent itemset mining using pattern structures. Knowl. Inf. Syst. 8(1): 82-102 (2005) - [j17]Wei Peng, Tao Li, Sheng Ma:
Mining logs files for data-driven system management. SIGKDD Explor. 7(1): 44-51 (2005) - [j16]Irina Rish, Mark Brodie, Sheng Ma, Natalia Odintsova, Alina Beygelzimer, Genady Grabarnik, Karina Hernandez:
Adaptive diagnosis in distributed systems. IEEE Trans. Neural Networks 16(5): 1088-1109 (2005) - [c44]Mark Brodie, Sheng Ma, Guy M. Lohman, Laurent Mignet, Natwar Modani, Mark Wilding, Jon Champlin, Peter Sohn:
Quickly Finding Known Software Problems via Automated Symptom Matching. ICAC 2005: 101-110 - [c43]Wei Peng, Tao Li, Sheng Ma:
Mining Logs Files for Computing System Management. ICAC 2005: 309-310 - [c42]David Loewenstern, Sheng Ma, Abdi Salahshour:
PICCIL: Interactive Learning to Support Log File Categorization. ICAC 2005: 311-312 - [c41]Chang-Shing Perng, Sheng Ma, S. Lin, David Thoenen:
Data-driven monitoring design of service level and resource utilization. Integrated Network Management 2005: 89-101 - [c40]Alina Beygelzimer, Mark Brodie, Sheng Ma, Irina Rish:
Test-based diagnosis: tree and matrix representations. Integrated Network Management 2005: 529-542 - [c39]Tao Li, Feng Liang, Sheng Ma, Wei Peng:
An integrated framework on mining logs files for computing system management. KDD 2005: 776-781 - [c38]Alina Beygelzimer, Emre Erdogan, Sheng Ma, Irina Rish:
Statictical Models for Unequally Spaced Time Series. SDM 2005: 626-630 - [p1]Tao Li, Sheng Ma, Mitsunori Ogihara:
Wavelet Methods in Data Mining. The Data Mining and Knowledge Discovery Handbook 2005: 603-626 - 2004
- [j15]Sheng Ma, Chuanyi Ji:
Modeling Network Traffic in Wavelet Domain. Comput. Sci. J. Moldova 12(2): 275-323 (2004) - [c37]Tao Li, Mitsunori Ogihara, Sheng Ma:
On combining multiple clusterings. CIKM 2004: 294-303 - [c36]Genady Grabarnik, Abdi Salahshour, Balan Subramanian, Sheng Ma:
Generic Adapter Logging Toolkit. ICAC 2004: 308-309 - [c35]Tao Li, Sheng Ma:
Mining Temporal Patterns Without Predefined Time Windows. ICDM 2004: 451-454 - [c34]Tao Li, Sheng Ma, Mitsunori Ogihara:
Entropy-based criterion in categorical clustering. ICML 2004 - [c33]Irina Rish, Mark Brodie, Natalia Odintsova, Sheng Ma, Genady Grabarnik:
Real-time problem determination in distributed systems using active probing. NOMS (1) 2004: 133-146 - [c32]Tao Li, Sheng Ma:
IFD: Iterative Feature and Data Clustering. SDM 2004: 472-476 - [c31]Carlotta Domeniconi, Dimitris Papadopoulos, Dimitrios Gunopulos, Sheng Ma:
Subspace Clustering of High Dimensional Data. SDM 2004: 517-521 - [c30]Tao Li, Sheng Ma, Mitsunori Ogihara:
Document clustering via adaptive subspace iteration. SIGIR 2004: 218-225 - 2003
- [c29]Dimitris Papadopoulos, Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma:
Clustering gene expression data in SQL using locally adaptive metrics. DMKD 2003: 35-41 - [c28]Wei Fan, Haixun Wang, Philip S. Yu, Sheng Ma:
Is random model better? On its accuracy and efficiency. ICDM 2003: 51-58 - [c27]Mark Brodie, Irina Rish, Sheng Ma, Natalia Odintsova:
Active Probing Strategies for Problem Diagnosis in Distributed Systems. IJCAI 2003: 1337-1338 - [c26]Ramendra K. Sahoo, Adam J. Oliner, Irina Rish, Manish Gupta, José E. Moreira, Sheng Ma, Ricardo Vilalta, Anand Sivasubramaniam:
Critical event prediction for proactive management in large-scale computer clusters. KDD 2003: 426-435 - [c25]Chang-Shing Perng, David Thoenen, Genady Grabarnik, Sheng Ma, Joseph L. Hellerstein:
Data-driven validation, completion and construction of event relationship networks. KDD 2003: 729-734 - 2002
- [j14]Mark Brodie, Irina Rish, Sheng Ma:
Intelligent probing: A cost-effective approach to fault diagnosis in computer networks. IBM Syst. J. 41(3): 372-385 (2002) - [j13]Ricardo Vilalta, Chidanand Apté, Joseph L. Hellerstein, Sheng Ma, Sholom M. Weiss:
Predictive algorithms in the management of computer systems. IBM Syst. J. 41(3): 461-474 (2002) - [j12]Joseph L. Hellerstein, Sheng Ma, Chang-Shing Perng:
Discovering actionable patterns in event data. IBM Syst. J. 41(3): 475-493 (2002) - [j11]Michelle X. Zhou, Sheng Ma, Ying Feng:
Applying machine learning to automated information graphics generation. IBM Syst. J. 41(3): 504-523 (2002) - [j10]Alina Beygelzimer, Chang-Shing Perng, Sheng Ma:
Fast ordering of large categorical datasets for visualization. Intell. Data Anal. 6(4): 379-395 (2002) - [j9]Sheng Ma, Joseph L. Hellerstein:
Mining mutually dependent patterns for system management. IEEE J. Sel. Areas Commun. 20(4): 726-735 (2002) - [j8]Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein:
Discovery in multi-attribute data with user-defined constraints. SIGKDD Explor. 4(1): 56-64 (2002) - [c24]Irina Rish, Mark Brodie, Sheng Ma:
Accuracy vs. Efficiency Trade-offs in Probabilistic Diagnosis. AAAI/IAAI 2002: 560-566 - [c23]Mark M. Maccabee, Sheng Ma:
Web Application Performance: Realistic Work Load for Stress Test. Int. CMG Conference 2002: 353-362 - [c22]Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein:
User-directed Exploration of Mining Space with Multiple Attributes. ICDM 2002: 394-401 - [c21]Ricardo Vilalta, Sheng Ma:
Predicting Rare Events In Temporal Domains. ICDM 2002: 474-481 - [c20]Haixun Wang, Chang-Shing Perng, Sheng Ma, Philip S. Yu:
Mining Associations by Pattern Structure in Large Relational Tables. ICDM 2002: 482-489 - [c19]Sheng Ma, Joseph L. Hellerstein, Chang-Shing Perng, Genady Grabarnik:
Progressive and Interactive Analysis of Event Data Using Event Miner. ICDM 2002: 661-664 - [c18]Carlotta Domeniconi, Chang-Shing Perng, Ricardo Vilalta, Sheng Ma:
A Classification Approach for Prediction of Target Events in Temporal Sequences. PKDD 2002: 125-137 - [c17]Feng Liang, Sheng Ma, Joseph L. Hellerstein:
Discovering Fully Dependent Patterns. SDM 2002: 511-527 - 2001
- [j7]Sheng Ma, Chuanyi Ji:
Modeling heterogeneous network traffic in wavelet domain. IEEE/ACM Trans. Netw. 9(5): 634-649 (2001) - [c16]Ricardo Vilalta, Sheng Ma, Joseph L. Hellerstein:
Rule Induction of Computer Events. DSOM 2001: 75-86 - [c15]Mark Brodie, Irina Rish, Sheng Ma:
Optimizing Probe Selection for Fault Localization. DSOM 2001: 88-98 - [c14]Sheng Ma, Joseph L. Hellerstein:
Mining Partially Periodic Event Patterns with Unknown Periods. ICDE 2001: 205-214 - [c13]Sheng Ma, Joseph L. Hellerstein:
Mining Mutually Dependent Patterns. ICDM 2001: 409-416 - [c12]Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein:
FARM: A Framework for Exploring Mining Spaces with Multiple Attributes. ICDM 2001: 449-456 - [c11]Luanne Burns, Joseph L. Hellerstein, Sheng Ma, Chang-Shing Perng, David A. Rabenhorst, David J. Taylor:
Towards Discovery of Event Correlation Rules. Integrated Network Management 2001: 345-359 - [c10]Alina Beygelzimer, Chang-Shing Perng, Sheng Ma:
Fast ordering of large categorical datasets for better visualization. KDD 2001: 239-244 - 2000
- [c9]Joseph L. Hellerstein, Sheng Ma:
Mining Event Data for Actionable Patterns. Int. CMG Conference 2000: 307-318 - [c8]David J. Taylor, Nagui Halim, Joseph L. Hellerstein, Sheng Ma:
Scalable Visualization of Event Data. DSOM 2000: 47-58 - [c7]Xusheng Tian, Sheng Ma, Chuanyi Ji:
Comparison of the independent wavelet models to network traffic. GLOBECOM 2000: 1448-1452
1990 – 1999
- 1999
- [j6]Sheng Ma, Chuanyi Ji:
Performance and efficiency: recent advances in supervised learning. Proc. IEEE 87(9): 1519-1535 (1999) - [c6]Sheng Ma, Joseph L. Hellerstein:
EventBrowser: A Flexible Tool for Scalable Analysis of Event Data. DSOM 1999: 285-296 - [c5]Chuanyi Ji, Sheng Ma, Xusheng Tian:
Approximation Capability of Independent Wavelet Models to Heterogeneous Network Traffic. INFOCOM 1999: 170-177 - 1998
- [j5]Sheng Ma, Chuanyi Ji:
Modeling video traffic using wavelets. IEEE Commun. Lett. 2(4): 100-103 (1998) - [j4]Sheng Ma, Chuanyi Ji:
Fast training of recurrent networks based on the EM algorithm. IEEE Trans. Neural Networks 9(1): 11-26 (1998) - [j3]Sheng Ma, Chuanyi Ji:
A unified approach on fast training of feedforward and recurrent networks using EM algorithm. IEEE Trans. Signal Process. 46(8): 2270-2274 (1998) - [c4]Sheng Ma, Chuanyi Ji:
Modeling video traffic using wavelets. ICC 1998: 559-562 - [c3]Sheng Ma, Chuanyi Ji:
Modeling Video Traffic in the Wavelet Domain. INFOCOM 1998: 201-208 - 1997
- [j2]Sheng Ma, Chuanyi Ji, James Farmer:
An Efficient EM-based Training Algorithm for Feedforward Neural Networks. Neural Networks 10(2): 243-256 (1997) - [j1]Chuanyi Ji, Sheng Ma:
Combinations of weak classifiers. IEEE Trans. Neural Networks 8(1): 32-42 (1997) - [c2]Sheng Ma, Chuanyi Ji:
Wavelet Models for Video Time-Series. NIPS 1997: 915-921 - 1996
- [c1]Chuanyi Ji, Sheng Ma:
Combinations of Weak Classifiers. NIPS 1996: 494-500
Coauthor Index
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