Budget power guidance-based high-energy-efficiency GPU (Graphics Processing Unit) cluster system scheduling algorithm
A technology of GPU cluster and scheduling method, applied in the field of high-efficiency GPU cluster system scheduling based on budget power guidance, can solve the problem of large energy consumption overhead of GPU cluster, and achieve the goal of improving energy use efficiency, high energy saving effect, and reducing energy consumption. Effect
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[0032] The present invention will be described in further detail below in conjunction with the accompanying drawings and embodiments.
[0033] The energy-efficient scheduling algorithm based on budget power guidance proposed by the present invention comprehensively uses four energy-saving strategies at different levels and different granularities, adopts a hierarchical scheduling method and adjusts the system power based on budget power guidance, so as to achieve the final High energy efficiency for long-term energy savings.
[0034] In order to achieve high-energy-efficiency scheduling, the present invention adopts four energy-saving strategies that help reduce system energy overhead, which are DRS energy-saving scheduling strategy, DVFS energy-saving scheduling strategy, critical path-based DAG task energy-saving scheduling strategy and β-migration energy-saving Scheduling strategy. In the present invention, according to the requirements of the budgeted power, these energy-...
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