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- W2342139558 abstract "Energy accounting plays a crucial role in optimizing data center energy efficiency. Nonetheless, in a multi-tenant data center, it is challenging to fairly account for nonIT energy on an individual tenant basis, because each non-IT system (e.g., power supply and cooling) is shared by multiple tenants and only the system-level non-IT energy consumption can be measured. Existing policies, e.g., proportionally or equally attributing non-IT energy to tenants, may attribute different energy to two “equivalent” tenants and hence are not fair. In this paper, we propose QSEA, a quick Shapley value-based energy accounting policy for multi-tenant data centers. QSEA is provably fair and also easy to implement with little to zero overhead. We run trace-based simulations and demonstrate that, compared to the exact Shapley value approach that has an exponential complexity, QSEA yields almost the same energy accounting result while having a negligible computation time." @default.
- W2342139558 created "2016-06-24" @default.
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- W2342139558 date "2016-01-01" @default.
- W2342139558 modified "2023-09-24" @default.
- W2342139558 title "A New Perspective on Energy Accounting in Multi-Tenant Data Centers" @default.
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