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Task assignment with cache partitioning and locking for WCET minimization on MPSoC

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

Abstract

Cache is known for its unpredictability in embedded systems. Cache locking technique is often utilized to guarantee a tighter prediction of Worst-Case Execution Time (WCET) which is one of the most important performance metrics for embedded systems. However, in Multi-Processor Systems-on-Chip (MPSoC) systems with multi-tasks, Level 2 (L2) cache is often shared among different tasks and cores, which leads to higher complexity in the cache management and extended unpredictability of cache. Task assignment has inherent relevancy for cache behavior, while cache behavior also affects the efficiency of task assignment. Task assignment and cache behavior have dramatic influences on the overall WCET of MPSoC. In this paper, overall WCET represents the worst-case finishing time of a set of tasks running on different cores. This paper proposes joint task assignment and cache partitioning techniques to minimize the overall WCET for MPSoC systems. Cache locking is applied to each task to guarantee a precise WCET, which in return facilitates task assignment and cache partitioning. We prove that the joint problem is NP-Hard and propose several efficient algorithms. Experimental results show that the proposed algorithms can consistently reduce the overall WCET compared to previous techniques. © 2010 IEEE.
Original languageEnglish
Title of host publicationProceedings of the International Conference on Parallel Processing
Pages573-582
DOIs
Publication statusPublished - 2010
Event39th International Conference on Parallel Processing, ICPP 2010 - San Diego, CA, United States
Duration: 13 Sept 201016 Sept 2010

Publication series

Name
ISSN (Print)0190-3918

Conference

Conference39th International Conference on Parallel Processing, ICPP 2010
PlaceUnited States
CitySan Diego, CA
Period13/09/1016/09/10

Research Keywords

  • Cache partitioning
  • MPSoC
  • Task assignment
  • Worst-case analysis

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