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Fair Scheduling in High Performance Computing Environments - Art Sedighi

Fair Scheduling in High Performance Computing Environments

By: Art Sedighi, Milton Smith

eText | 17 April 2019

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This book introduces a new scheduler to fairly and efficiently distribute system resources to many users of varying usage patterns compete for them in large shared computing environments. The Rawlsian Fair scheduler developed for this effort is shown to boost performance while reducing delay in high performance computing workloads of certain types including the following four types examined in this book:

i. Class A - similar but complementary workloads

ii. Class B - similar but steady vs intermittent workloads

iii. Class C - Large vs small workloads

iv. Class D - Large vs noise-like workloads

This new scheduler achieves short-term fairness for small timescale demanding rapid response to varying workloads and usage profiles. Rawlsian Fair scheduler is shown to consistently benefit workload Classes C and D while it only benefits Classes A and B workloads where they become disproportionate as the number of users increases.

A simulation framework, dSim, simulates the new Rawlsian Fair scheduling mechanism. The dSim helps achieve instantaneous fairness in High Performance Computing environments, effective utilization of computing resources, and user satisfaction through the Rawlsian Fair scheduler.

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