https://github.com/sdasgup3/heterogeneity-aware-load-balancing

Power capping the cpu and exploiting heterogenity using charm++ load balancers
https://github.com/sdasgup3/heterogeneity-aware-load-balancing

charmplusplus cpu heterogeneity load-balancing-problem parallel-programming performance-analysis performance-imbalance power

Last synced: 6 months ago
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Power capping the cpu and exploiting heterogenity using charm++ load balancers

• Host: GitHub
• URL: https://github.com/sdasgup3/heterogeneity-aware-load-balancing
• Owner: sdasgup3
• Created: 2014-02-20T22:19:49.000Z (over 11 years ago)
• Default Branch: master
• Last Pushed: 2019-01-21T00:48:27.000Z (over 6 years ago)
• Last Synced: 2025-02-15T04:20:45.809Z (8 months ago)
• Topics: charmplusplus, cpu, heterogeneity, load-balancing-problem, parallel-programming, performance-analysis, performance-imbalance, power
• Language: TeX
• Homepage:
• Size: 36.8 MB
• Stars: 0
• Watchers: 4
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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Abstract

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Different processors across the nodes have different execution times for the same work-loads. This performance

imbalance is more prominent when the CPU power is capped to low values. This performance imbalance causes increased execution times of the parallel applications. We propose a load balancer using Charm++ parallel programming framework which minimizes the performance imbalance at the lower power caps by addressing this heterogeneity.