Implementation and empirical comparison of partitioning-based multi-core scheduling

Yi Zhang, Nan Guan, Yanbin Xiao, Wang Yi

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

4 Citations (Scopus)

Abstract

Recent theoretical studies have shown that partitioning-based scheduling has better real-time performance than other scheduling paradigms like global scheduling on multi-cores. Especially, a class of partitioning-based scheduling algorithms (called semi-partitioned scheduling), which allow to split a small number of tasks among different cores, offer very high resource utilization. The major concern about the semi-partitioned scheduling is that due to the task splitting, some tasks will migrate from one core to another at run time, which incurs higher context switch overhead. So one would suspect whether the extra overhead caused by task splitting would counteract the theoretical performance gain of semi-partitioned scheduling. In this work, we implement a semi-partitioned scheduler in the Linux operating system, and run experiments on an Intel Core-i7 4-cores machine to measure the real overhead in both partitioned scheduling and semi-partitioned scheduling. Then we integrate the measured overhead into the state-of-the-art partitioned scheduling and semi-partitioned scheduling algorithms, and conduct empirical comparisons of their realtime performance. Our results show that the extra overhead caused by task splitting in semi-partitioned scheduling is very low, and its effect on the system schedulability is very small.
Original languageEnglish
Title of host publicationSIES 2011 - 6th IEEE International Symposium on Industrial Embedded Systems, Conference Proceedings
Pages248-255
Number of pages8
DOIs
Publication statusPublished - 29 Aug 2011
Externally publishedYes
Event6th IEEE International Symposium on Industrial Embedded Systems, SIES 2011 - Vasteras, Sweden
Duration: 15 Jun 201117 Jun 2011

Conference

Conference6th IEEE International Symposium on Industrial Embedded Systems, SIES 2011
CountrySweden
CityVasteras
Period15/06/1117/06/11

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Mechanical Engineering

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