Joint task assignment and cache partitioning with cache locking for WCET minimization on MPSoC

Tiantian Liu, Yingchao Zhao, Minming Li, Chun Jason Xue

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

16 Citations (Scopus)

Abstract

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 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. 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. 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. © 2011 Elsevier Inc. All rights reserved.
Original languageEnglish
Pages (from-to)1473-1483
JournalJournal of Parallel and Distributed Computing
Volume71
Issue number11
DOIs
Publication statusPublished - Nov 2011

Research Keywords

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

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