Journal
JOURNAL OF SUPERCOMPUTING
Volume 64, Issue 3, Pages 835-848Publisher
SPRINGER
DOI: 10.1007/s11227-011-0625-1
Keywords
Cloud computing; Task scheduling; Resource allocation; Consistency ratio; Induced bias matrix; Analytic hierarchy process
Categories
Funding
- National Natural Science Foundation of China [70901011, 70901015, 70921061]
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Resource allocation is a complicated task in cloud computing environment because there are many alternative computers with varying capacities. The goal of this paper is to propose a model for task-oriented resource allocation in a cloud computing environment. Resource allocation task is ranked by the pairwise comparison matrix technique and the Analytic Hierarchy Process giving the available resources and user preferences. The computing resources can be allocated according to the rank of tasks. Furthermore, an induced bias matrix is further used to identify the inconsistent elements and improve the consistency ratio when conflicting weights in various tasks are assigned. Two illustrative examples are introduced to validate the proposed method.
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