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Guaranteeing performance yield in high-level synthesis

Published: 05 November 2006 Publication History

Abstract

Meeting timing constraint is one of the most important issues for modern design automation tools. This situation is exacerbated with the existence of process variation. Current high-level synthesis tools, performing task scheduling, resource allocation and binding, may result in unexpected performance discrepancy due to the ignorance of the impact of process variation, which requires a shift in the design paradigm, from today's deterministic design to statistical or probabilistic design. In this paper, we present a variation-aware performance yield-guaranteed high-level synthesis algorithm. The proposed approach integrates high-level synthesis and statistical static timing analysis into a simulated annealing engine to simultaneously explore solution space while meeting design objectives. Our results show that the area reduction is in the average of 14% when 95% performance yield is imposed with the same total completion time constraint.

References

[1]
J.-J. Liou, K.-T. Cheng, S. Kundu, and A. Krstic. Fast Statistical Timing Analysis By Probabilistic Event Propagation. In DAC, 2001.
[2]
A. Agarwal, D. Blaauw, V. Zolotov, S. Vrudhula. Statistical Timing Analysis using Bounds. In DATE, 2003.
[3]
S. H. Choi, B. C. Paul, and K. Roy. Novel Sizing Algorithm for Yield Improvement under Process Variation in Nanometer Technology. In DAC, 2004.
[4]
M. Mani, A. Devgan, and M. Orshansky. An Efficient Algorithm for Statistical Minimization of Total Power under Timing Constrains. In DAC, 2005.
[5]
J. Ramanujam, S. Deshpande, J. Hong, and M. Kandemir. A Heuristic for Clock Selection in High-Level Synthesis. In VLSID, 2002.
[6]
S. Naraynan and D. D. Gajski. System Clock Estimation based on Clock Slack Minimization. In EURDAC, 1992.
[7]
T.-C. Chen and Y.-W. Chang. Modern Floorplanning Based on Fast Simulated Annealing. In ISPD, 2005.
[8]
K. S. Hwang, A. E. Casavant, C.-T. Chang, and M. A. d'Abreu. Scheduling and Hardware Sharing in Pipelined Data Paths. In ICCAD, 1989.
[9]
S. Borkar, T. Karnik, S. Narendra, J. Tschanz, A. Keshavarzi, and V. De. Parameter Variations and Impact on Circuits and Microarchitecture. In DAC, 2003.
[10]
A. Srivastava, D. Sylvester, and D. Blaauw. Statistical Analysis and Optimization for VLSI: Timing and Power. Springer, 2005.
[11]
Giovanni De Micheli. Synthesis and Optimization of Digital Circuits. New York: McGraw Hill, 1994.
[12]
A. Raghunathan, N. K. Jha, and S. Dey. High-Level Power Analysis and Optimization. KAP, 1998.
[13]
S. Kirpatrick, C. D. Gelatt, and M. P. Vecchi. Optimization by simulated annealing. In Science, pp.671--680, 1983.
[14]
V. Raghunathan, S. Ravi, and G. Lakshminarayana. High-level Synthesis using Variable-latency units. In VLSID, 2000.
[15]
R. Mukherjee, S. O. Memik, and G. Memik. Temperature-Aware Resource Allocation and Binding in High-Level Synthesis In DAC, 2005.
[16]
S. Tosun, et al. An ILP Formulation for Reliability-Oriented High-Level Synthesis. In ISQED, 2005.
[17]
F. Su and K. Chakrabarty. Unified High-Level Synthesis and Module Placement for Defect-Tolerant Microfluidic Biochips. In DAC, 2005.
[18]
A. Stammermann, et al. Binding, Allocation and Floorplanning in Low Power High-Level Synthesis. In ICCAD, 2003.
[19]
Z. Gu, J. Wang, R. P. Dick, and H. Zhou. Incremental Exploration of the Combined Physical and Behavioral Design Space. In DAC, 2005.
[20]
Y. Zhang, X. Hu, D. Z. Chen. Task Scheduling and Voltage Selection for Energy Minimization. In DAC, 2002.
[21]
L. Zhang and N. K. Jha. Interconnect-aware High-level Synthesis for Low Power. In ICCAD, 2002.
[22]
Norman J. Rohrer. Introduction to Statistical Variation and Techniques for Design Optimization. In ISSCC Tutorial, 2006.
[23]
Dinesh Patil, et al. A New Method for Design of Robust Digital Circuits. In ISQED, 2005.
[24]
K. R. Rao and P. Yip. Discrete Cosine Transform. Academic Press, 1990.

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cover image ACM Conferences
ICCAD '06: Proceedings of the 2006 IEEE/ACM international conference on Computer-aided design
November 2006
147 pages
ISBN:1595933891
DOI:10.1145/1233501
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Published: 05 November 2006

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