Discrete-Event Modeling of a High-Performance Computing Cluster with Service Rate Control

Discrete-Event Modeling of a High-Performance Computing Cluster with Service Rate Control

We present a stochastic recursion based discrete-event model of a high-performance computing cluster with service rate switching capabilities. The model is easily adopted to many common settings of modern supercomputers, such as specific scheduling disciplines and various control policies. We also p...

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Bibliographic Details
Main Authors: Alexander Rumyantsev, Taisia Morozova, Robert Basmadjian
Format: Article
Language:English
Published: FRUCT 2018-05-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
discrete event simulation
stochastic model
high performance cluster
energy efficiency
speed scaling
Online Access:https://fruct.org/publications/fruct22/files/Rum.pdf
Description
Summary:We present a stochastic recursion based discrete-event model of a high-performance computing cluster with service rate switching capabilities. The model is easily adopted to many common settings of modern supercomputers, such as specific scheduling disciplines and various control policies. We also provide some illustrative numerical experiments and discuss further generalizations of the model.
ISSN:2305-7254
2343-0737

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