Variation-aware task allocation and scheduling for MPSoC

Feng Wang, C. Nicopoulos, Xiaoxia Wu, Yuan Xie, Vijaykrishnan Narayanan

Research output: Chapter in Book/Report/Conference proceedingConference contribution

52 Scopus citations

Abstract

As technology scales, the delay uncertainty caused by process variations has become increasingly pronounced in deep submicron designs. As a result, a paradigm shift from deterministic to statistical design methodology at all levels of the design hierarchy is inevitable [1]. In this paper, we propose a variation-aware task allocation and scheduling algorithm for Multiprocessor System-on-Chip (MPSoC) architectures to mitigate the impact of parameter variations. A new design metric, called performance yield and defined as the probability of the assigned schedule meeting the predefined performance constraints, is used to guide the task allocation and scheduling procedure. An efficient yield computation method for task scheduling complements and significantly improves the effectiveness of the proposed variation-aware scheduling algorithm. Experimental results show that our variation-aware scheduler achieves significant yield improvements. On average, 45% and 34% yield improvements over worst-case and nominal-case deterministic schedulers, respectively, can be obtained across the benchmarks by using the proposed variation-aware scheduler.

Original languageEnglish (US)
Title of host publication2007 IEEE/ACM International Conference on Computer-Aided Design, ICCAD
Pages598-603
Number of pages6
DOIs
StatePublished - Dec 1 2007
Event2007 IEEE/ACM International Conference on Computer-Aided Design, ICCAD - San Jose, CA, United States
Duration: Nov 4 2007Nov 8 2007

Publication series

NameIEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD
ISSN (Print)1092-3152

Other

Other2007 IEEE/ACM International Conference on Computer-Aided Design, ICCAD
CountryUnited States
CitySan Jose, CA
Period11/4/0711/8/07

All Science Journal Classification (ASJC) codes

  • Software
  • Computer Science Applications
  • Computer Graphics and Computer-Aided Design

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    Wang, F., Nicopoulos, C., Wu, X., Xie, Y., & Narayanan, V. (2007). Variation-aware task allocation and scheduling for MPSoC. In 2007 IEEE/ACM International Conference on Computer-Aided Design, ICCAD (pp. 598-603). [4397330] (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD). https://doi.org/10.1109/ICCAD.2007.4397330