Truthful Online Auction For Cloud Instance Subletting

2017 IEEE 37TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2017)(2017)

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摘要
Despite that IaaS users are busy scaling up/out their cloud instances to meet the ever-increasing demands, the dynamics of their demands, as well as the coarse-grained billing options offered by leading cloud providers, have led to substantial instance underutilization in both temporal and spatial domains. This paper theoretically examines an instance subletting service, where underutilized instances are leased to others within user-specified periods. Serving as a secondary market that complements the existing instance market of IaaS providers, we specifically identify the theoretical challenges in instance subletting services, and design an online auction mechanism to make allocation and pricing decisions for the instances to be sublet. Our mechanism guarantees truthfulness and individual rationality with the best possible competitive ratio. Extensive trace-driven simulations show that our proposed mechanism achieves significant performance gains in both cost and social welfare.
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关键词
cloud computing, auction mechanism, instance subletting
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