SRPT for Multiserver Systems

Author:

Grosof Isaac1,Scully Ziv1,Harchol-Balter Mor1

Affiliation:

1. Carnegie Mellon University, Pittsburgh, PA, USA

Abstract

The Shortest Remaining Processing Time (SRPT) scheduling policy and variants thereof have been deployed in many computer systems, including web servers [5], networks [9], databases [3] and operating systems [1]. SRPT has also long been a topic of fascination for queueing theorists due to its optimality properties. In 1966, the mean response time for SRPT was first derived [11], and in 1968 SRPT was shown to minimize mean response time in both a stochastic sense and a worst-case sense [10]. However, these beautiful optimality results and the analysis of SRPT are only known for single-server systems. Almost nothing is known about SRPT in multiserver systems, such as the M/G/k, even for the case of just k = 2 servers.

Publisher

Association for Computing Machinery (ACM)

Subject

Computer Networks and Communications,Hardware and Architecture,Software

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Evaluating Dispatching and Scheduling Strategies for Firm Real-Time Jobs in Edge Computing;IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society;2023-10-16

2. The Gittins Policy is Nearly Optimal in the M/G/k under Extremely General Conditions;Proceedings of the ACM on Measurement and Analysis of Computing Systems;2020-11-30

3. Optimal Multiserver Scheduling with Unknown Job Sizes in Heavy Traffic;ACM SIGMETRICS Performance Evaluation Review;2020-11-23

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