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| A Multi-dimensional Resource Allocation Algorithm in Cloud Computing |
| Bo Yin, Ying Wang, Luoming Meng, Xuesong Qiu |
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Abstract Aiming at large-scale job scheduling, allocating resource
dynamically in order to reduce cost is a significant problem in
cloud. In this paper, we study the resource allocation at the
application level, instead of studying to map the physical
resources to virtual resources for better resource utilization in
cloud computing environment. We propose a multi-dimensional resource
allocation scheme for cloud computing that dynamically allocates the
virtual resources among the cloud computing applications to reduce
cost by using fewer nodes to process applications. In our model we
adopt a two-stage algorithm to solve this multi-constraint integer
programming problem. Experiment results show the proposed scheme can
improve resource utilization and reduce cost of data center.
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