Predictive coordination of multiple on-chip resources for chip multiprocessors

@inproceedings{Chen2011PredictiveCO,
  title={Predictive coordination of multiple on-chip resources for chip multiprocessors},
  author={Jian Chen and Lizy Kurian John},
  booktitle={ICS},
  year={2011}
}
Efficient on-chip resource management is crucial for Chip Multiprocessors (CMP) to achieve high resource utilization and enforce system-level performance objectives. Existing multiple resource management schemes either focus on intra-core resources or inter-core resources, missing the opportunity for exploiting the interaction between these two level resources. Moreover, these resource management schemes either rely on trial runs or complex on-line machine learning model to search for the… CONTINUE READING

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Key Quantitative Results

  • The experimental results show that the proposed predictive resource management framework could improve the weighted speedup of the CMP system by an average of 11.6% compared with the equal partition scheme, and 9.3% compared with existing reactive resource management scheme.

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