A Mechanism Design and Learning Approach for Revenue Maximization on Cloud Dynamic Spot Markets

Asterios Tsiourvas,Constantinos Bitsakos,Ioannis Konstantinou,Dimitris Fotakis,Nectarios Koziris

2021 IEEE 14th International Conference on Cloud Computing (CLOUD)（2021）

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摘要

Modern large-scale computing deployments consist of complex elastic applications running over machine clusters. A current trend adopted by providers is to set unused virtual machines, or else spot instances, in low prices to take advantage of spare capacity. In this paper we present a group of efficient allocation and pricing policies that can be used by vendors for their spot price mechanisms. We...

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关键词

Learning systems,Measurement,Cloud computing,Heuristic algorithms,Clustering algorithms,Pricing,Dynamic scheduling

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