Quantum Annealing Method for Dynamic Virtual Machine and Task Allocation in Cloud Infrastructures from Sustainability Perspective
2023 IEEE 39th International Conference on Data Engineering Workshops (ICDEW)(2023)
摘要
Cloud infrastructures and data centers consume a remarkable amount of natural resources. Previous research has optimized virtual machine allocation to physical machines with respect to power consumption and the number of migrations. Still, power is just a single factor of the total carbon footprint that the data centers produce. In this work, we extend the previous approaches and represent a framework where allocations are based on a sustainability metric. We formalize the task and virtual machine allocation problem as a quadratic unconstrained binary optimization problem that can be solved on D-wave’s quantum annealer.
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关键词
quantum computing,cloud computing,sustainability
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