Fuzzy logic-based algorithm resource scheduling for improving the reliability of cloud computing
Cloud computing is an important infrastructure for distributed systems with the main objective of reducing the use of resources. In a cloud environment, users may face thousands of resources to run each task. However, allocation of resources to tasks by the user is an impossible endeavor. Accurate...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Penerbit Universiti Kebangsaan Malaysia
2016
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| Online Access: | http://journalarticle.ukm.my/10055/ http://journalarticle.ukm.my/10055/ http://journalarticle.ukm.my/10055/1/11410-37698-1-PB.pdf |
| Summary: | Cloud computing is an important infrastructure for distributed systems with the main objective of reducing the use
of resources. In a cloud environment, users may face thousands of resources to run each task. However, allocation
of resources to tasks by the user is an impossible endeavor. Accurate scheduling of system resources results in
their optimal use as well as an increase in the reliability of cloud computing. This study designed a system based
on fuzzy logic and followed by an introduction of an efficient and precise algorithm for scheduling resources for
improving the reliability of cloud computing. Waiting and turnaround times of the proposed method were
compared to those of previous works. In the proposed method, the waiting time is equal to 26.99 and the turnaround
time is equal to 82.99. According to the results, the proposed method outperforms other methods in terms of
waiting time and turnaround time as well as accuracy. |
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