SOAP: One Clean Analysis of All Age-Based Scheduling Policies

SOAP: One Clean Analysis of All Age-Based Scheduling Policies
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SOAP:对所有基于年龄的调度策略的一次清晰分析

DOI:
10.1145/3179419
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发表时间:
2018
期刊:
Proceedings of the ACM on Measurement and Analysis of Computing Systems
影响因子:
--
通讯作者:
Scheller-Wolf, Alan
Scheller-Wolf, Alan
中科院分区:
--
文献类型:
--
作者:
Scully, Ziv;Harchol-Balter, Mor;Scheller-Wolf, Alan

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我们考虑一种非常广泛的M/G/1调度策略,称为SOAP:按年龄优先级排序的调度。SOAP策略包括文献中几乎所有的调度策略,以及无数从未被分析过,或者甚至可能没有被设想过的变体。SOAP策略的范围包括经典策略,如先到先服务(FCFS)、前景-背景(FB)、基于类的优先级和最短剩余处理时间(SRPT);到更复杂的调度规则,如著名的复杂Gittins索引策略和其他策略,其中作业的优先级随其年龄任意变化。虽然前一类策略的响应时间很好理解,但后一类策略难以进行响应时间分析。我们给出了所有SOAP策略的通用分析,推导了响应时间的平均值和Laplace-Stieltjes变换。
We consider an extremely broad class of M/G/1 scheduling policies called SOAP: Schedule Ordered by Age-based Priority. The SOAP policies include almost all scheduling policies in the literature as well as an infinite number of variants which have never been analyzed, or maybe not even conceived. SOAP policies range from classic policies, like first-come, first-serve (FCFS), foreground-background (FB), class-based priority, and shortest remaining processing time (SRPT); to much more complicated scheduling rules, such as the famously complex Gittins index policy and other policies in which a job's priority changes arbitrarily with its age. While the response time of policies in the former category is well understood, policies in the latter category have resisted response time analysis. We present a universal analysis of all SOAP policies, deriving the mean and Laplace-Stieltjes transform of response time.
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