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Cache-aware scheduling and analysis for multicores

  • Nan Guan*
  • , Martin Stigge
  • , Wang Yi
  • , Ge Yu
  • *此作品的通讯作者
  • Uppsala University
  • Northeastern University China

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The major obstacle to use multicores for real-time applications is that we may not predict and provide any guarantee on real-time properties of embedded software on such platforms; the way of handling the on-chip shared resources such as L2 cache may have a significant impact on the timing predictability. In this paper, we propose to use cache space isolation techniques to avoid cache contention for hard real-time tasks running on multicores with shared caches. We present a scheduling strategy for real-time tasks with both timing and cache space constraints, which allows each task to use a fixed number of cache partitions, and makes sure that at any time a cache partition is occupied by at most one running task. In this way, the cache spaces of tasks are isolated at run-time. As technical contributions, we have developed a sufficient schedulability test for non-preemptive fixed-priority scheduling for multicores with shared L2 cache, encoded as a linear programming problem. To improve the scalability of the test, we then present our second schedulability test of quadratic complexity, which is an over approximation of the first test. To evaluate the performance and scalability of our techniques, we use randomly generated task sets. Our experiments show that the first test which employs an LP solver can easily handle task sets with thousands of tasks in minutes using a desktop computer. It is also shown that the second test is comparable with the first one in terms of precision, but scales much better due to its low complexity, and is therefore a good candidate for efficient schedulability tests in the design loop for embedded systems or as an on-line test for admission control.

源语言英语
主期刊名Embedded Systems Week 2009 - Proceedings of the 7th ACM International Conference on Embedded Software, EMSOFT '09
245-254
页数10
DOI
出版状态已出版 - 2009
已对外发布
活动Embedded Systems Week 2009, ESWEEK 2009 - 7th ACM International Conference on Embedded Software, EMSOFT '09 - Grenoble, 法国
期限: 11 10月 200916 10月 2009

出版系列

姓名Embedded Systems Week 2009 - Proceedings of the 7th ACM International Conference on Embedded Software, EMSOFT '09

会议

会议Embedded Systems Week 2009, ESWEEK 2009 - 7th ACM International Conference on Embedded Software, EMSOFT '09
国家/地区法国
Grenoble
时期11/10/0916/10/09

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