dc.contributor.authorRen, Runtian
dc.contributor.authorTang, Xueyan
dc.contributor.authorLi, Yusen
dc.contributor.authorCai, Wentong
dc.identifier.citationRen, R., Tang, X., Li, Y., & Cai, W. (2016). Competitiveness of Dynamic Bin Packing for Online Cloud Server Allocation. IEEE/ACM Transactions on Networking, 25(3), 1324-1331.en_US
dc.description.abstractCloud-based systems often face the problem of dispatching a stream of jobs to run on cloud servers in an online manner. Each job has a size that defines the resource demand for running the job. Each job is assigned to run on a cloud server upon its arrival and the job departs after it completes. The departure time of a job, however, is not known at the time of its arrival. Each cloud server has a fixed resource capacity and the total resource demand of all the jobs running on a server cannot exceed its capacity at all times. The objective of job dispatching is to minimize the total cost of the servers used, where the cost of renting each cloud server is proportional to its running hours by “pay-as-you-go” billing. The above job dispatching problem can be modeled as a variant of the dynamic bin packing (DBP) problem known as MinUsageTime DBP. In this paper, we study the competitiveness bounds of MinUsageTime DBP. We establish an improved lower bound on the competitive ratio of Any Fit family of packing algorithms, and a new upper bound of μ + 3 on the competitive ratio of the commonly used First Fit packing algorithm, where μ is the max/min job duration ratio. Our result significantly reduces the gap between the upper and lower bounds for the MinUsageTime DBP problem to a constant value independent of μ, and shows that First Fit packing is near optimal for MinUsageTime DBP.en_US
dc.description.sponsorshipNRF (Natl Research Foundation, S’pore)en_US
dc.description.sponsorshipMOE (Min. of Education, S’pore)en_US
dc.relation.ispartofseriesIEEE/ACM Transactions on Networkingen_US
dc.rights© 2016 IEEE.en_US
dc.subjectDynamic Bin Packingen_US
dc.subjectOnline Algorithmen_US
dc.titleCompetitiveness of Dynamic Bin Packing for Online Cloud Server Allocationen_US
dc.typeJournal Article
dc.contributor.schoolSchool of Computer Science and Engineeringen_US

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