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Overcommitment in Cloud Services -- Bin packing with Chance Constraints
[article]
2017
arXiv
pre-print
This paper considers a traditional problem of resource allocation, scheduling jobs on machines. One such recent application is cloud computing, where jobs arrive in an online fashion with capacity requirements and need to be immediately scheduled on physical machines in data centers. It is often observed that the requested capacities are not fully utilized, hence offering an opportunity to employ an overcommitment policy, i.e., selling resources beyond capacity. Setting the right overcommitment
arXiv:1705.09335v1
fatcat:x247fptbmvabjirxqzyf4yhlxu