Schedulability Analysis of Deferrable Scheduling Algorithms for Maintaining Real-Time Data Freshness

被引:22
作者
Han, Song [1 ]
Chen, Deji [2 ]
Xiong, Ming [3 ]
Lam, Kam-Yiu [4 ]
Mok, Aloysius K. [5 ]
Ramamritham, Krithi [6 ]
机构
[1] Univ Connecticut, Dept Comp Sci & Engn, Storrs, CT 06269 USA
[2] Emerson Proc Management, Round Rock, TX 78681 USA
[3] Google Inc, New York, NY 10011 USA
[4] City Univ Hong Kong, Dept Comp Sci, Kowloon, Hong Kong, Peoples R China
[5] Univ Texas Austin, Dept Comp Sci, Austin, TX 78701 USA
[6] Indian Inst Technol, Dept Comp Sci & Engn, Bombay 400076, Maharashtra, India
关键词
Real-time database; real-time data; schedulability; temporal validity; real-time scheduling; TEMPORAL CONSISTENCY; DATABASES; PERIODS;
D O I
10.1109/TC.2012.266
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Although the deferrable scheduling algorithm for fixed priority transactions (DS-FP) has been shown to provide a better performance compared with the More-Less (ML) method, there is still a lack of any comprehensive studies on the necessary and sufficient conditions for the schedulability of DS-FP. In this paper, we first analyze the necessary and sufficient schedulability conditions for DS-FP, and then propose a schedulability test algorithm for DS-FP by exploiting the fact that there always exists a repeating pattern in a DS-FP schedule. To resolve the limitation of fixed priority scheduling in DS-FP, we then extend the deferrable scheduling to a dynamic priority scheduling algorithm called DS-EDF by applying the earliest deadline first (EDF) policy to schedule update jobs. We also propose a schedulability test for DS-EDF and compare its performance with DS-FP and ML through extensive simulation experiments. The results show that the schedulability tests are effective. Although the schedulability of DS-EDF is lower than DS-FP and the repeating patterns in DS-EDF schedules are longer than those in DS-FP due to the use of dynamic priority scheduling, the performance of DS-EDF is better than both DS-FP and ML in terms of CPU utilization and impact on lower priority application transactions.
引用
收藏
页码:979 / 994
页数:16
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