Fuzzy based Design and tuning of distributed systems load balancing controller
Publish place: 5th Symposium on Advances in Science and Technology
Publish Year: 1390
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
SASTECH05_181
تاریخ نمایه سازی: 22 مرداد 1391
Abstract:
The load model of the distributed systems tends to change dynamically. Hence, fast. Precise Load balancing is an essential factor in increasing distributed system operation efficiency. Lack of shared memory among independent systems, and the delays in interface channels, leads to ambiguous information of the condition of system. This ambiguity brings about uncertainty in decision for load balancing. To solve this problem; this paper proposes an intelligent algorithm based on fuzzy logic in the centralized distributed system. In comparative study, the length of sent packets and the service rate in each node are considered variable. The fuzzy decision is done based on the current load and waiting time in this paper. Throughput, average of response time, and drop rate of the packets are considered as measures in a comparative study with other static and dynamic algorithms
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Authors
Seyed Rasool Moosavi-Nejad
Islamic Azad University, Arak
S.S Mortazavi
Shahid Chamran University
Bijan Vosoughi Vahdat
Sharif University of Technology
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