QoS-guaranteed resource provisioning for cloud-based MapReduce
Xu, Xiaoyong (2016) QoS-guaranteed resource provisioning for cloud-based MapReduce. PhD thesis, Queensland University of Technology.
This PhD project has investigated how to guarantee the quality of MapReduce services in cloud computing while minimizing the operational cost of the MapReduce services through dynamic resource provisioning. In this PhD project, a framework for the dynamic resource provisioning has been developed. Meanwhile, theoretical results for the dynamic resource provisioning have been derived, and a set of efficient and effective algorithms used in the framework have been proposed.
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|Item Type:||QUT Thesis (PhD)|
|Supervisor:||Tang, Maolin & Tian, Glen|
|Keywords:||MapReduce, Cloud Computing, Quality of Service, Resource Provisoning, Resource Scaling|
|Divisions:||Current > QUT Faculties and Divisions > Science & Engineering Faculty|
|Institution:||Queensland University of Technology|
|Deposited On:||24 Aug 2016 00:32|
|Last Modified:||24 Aug 2016 00:32|
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