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The ever-growing demand for cloud resources places the resource management at the heart of the design and decision-making processes in cloud computing environments. Cloud providers offer heterogeneous resources such as CPUs, memory, and storage in the form of Virtual Machine (VM) instances. Recently, cloud providers have introduced auctionbased models to sell their unutilized resources in an auction market which allow users to submit bids for their requested VMs. In this PhD dissertation, wedoi:10.1109/ccgrid.2014.69 dblp:conf/ccgrid/MashayekhyG14 fatcat:jj3ajnsxuncaxb26btirajk7eu