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A formalized approach for designing a P2P‐based dynamic load balancing scheme
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Description
<jats:title>Abstract</jats:title><jats:p>Quality of service (QoS) is attracting more and more attention in many areas, including entertainment, emergency services, transaction services, and so on. Therefore, the study of QoS‐aware systems is becoming an important research topic in the area of distributed systems. In terms of load balancing, most of the existing QoS‐related load balancing algorithms focus on Routing Mechanism and Traffic Engineering. However, research on QoS‐aware task scheduling and service migration is very limited. In this paper, we propose a task scheduling algorithm using dynamic QoS properties, and we develop a Genetic Algorithm‐based Services Migration scheme aiming to optimize the performance of our proposed QoS‐aware distributed service‐based system. In order to verify the efficiency of our scheme, we implement a prototype of our algorithm using a P2P‐based JXTA technique, and do an emulation test and a simulation test in order to analyze our proposed solution. We compare our service‐migration‐based algorithm with non‐migration and non‐load‐balancing approaches, and find that our solution is much better than the other two in terms of QoS success rate. Furthermore, in order to provide more solid proofs of our research, we use DEVS to validate our system design. Copyright © 2010 John Wiley & Sons, Ltd.</jats:p>
Journal
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- Concurrency and Computation: Practice and Experience
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Concurrency and Computation: Practice and Experience 22 1223-1239, 2009-07-01
Wiley
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Keywords
- [INFO] Computer Science [cs]
- [INFO.INFO-PF] Computer Science [cs]/Performance [cs.PF]
- [INFO]Computer Science [cs]
- wireless sensor networks
- Web services
- distributed decision
- stochastic bounds
- Informatique générale
- TinyOS
- Wiley
- performance evaluation
- 004
- monitoring
- [INFO.INFO-PF]Computer Science [cs]/Performance [cs.PF]
- [INFO.INFO-DC]Computer Science [cs]/Distributed, Parallel, and Cluster Computing [cs.DC]
Details 詳細情報について
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- CRID
- 1871146592724706688
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- ISSN
- 15320634
- 15320626
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- Data Source
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- OpenAIRE