Voltaire: Precise Energy-Aware Code Offloading Decisions with Machine Learning

2021 IEEE International Conference on Pervasive Computing and Communications (PerCom)(2021)

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摘要
Code offloading enables resource-constrained devices to leverage idle computing power of remote resources. In addition to performance gains, offloading helps to reduce energy consumption of mobile devices, which is a key challenge in pervasive computing research and industry. In today's distributed computing systems, the decision whether to execute a task locally or remotely for minimal energy usa...
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关键词
Pervasive computing,Energy consumption,Uncertainty,Runtime,Machine learning,Mobile handsets,Complexity theory
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