Using Multiple Input, Multiple Output Formal Control to Maximize Resource Efficiency in Architectures

@article{Pothukuchi2016UsingMI,
  title={Using Multiple Input, Multiple Output Formal Control to Maximize Resource Efficiency in Architectures},
  author={Raghavendra Pradyumna Pothukuchi and Amin Ansari and Petros G. Voulgaris and Josep Torrellas},
  journal={2016 ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA)},
  year={2016},
  pages={658-670}
}
As processors seek more resource efficiency, they increasingly need to target multiple goals at the same time, such as a level of performance, power consumption, and average utilization. Robust control solutions cannot come from heuristic-based controllers or even from formal approaches that combine multiple single-parameter controllers. Such controllers may end-up working against each other. What is needed is control-theoretical MIMO (multiple input, multiple output) controllers, which actuate… CONTINUE READING
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