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Research on the Technology of Load Balancing on Server Cluster
Author: ZuoJuanJuan
Tutor: ChenHui
School: Wuhan University of Technology
Course: Applied Computer Technology
Keywords: Server clusters Genetic Algorithms Load Balancing
CLC: TP393.03
Type: Master's thesis
Year: 2008
Downloads: 255
Quote: 6
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Abstract
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With the development of the Internet , because some servers are often in a very short period of time due to access thousands of applications and overwhelmed. How to perform the same function in multiple network devices to achieve a reasonable distribution of the volume of business , so avoid the emergence of a piece of equipment and other equipment has not been too busy processing capabilities into full play the situation has become a problem , the server cluster load balancing mechanism had begun . For server load balancing cluster technology, load balancing scheduling algorithm is the core. In adaptive load balancing algorithm , usually are obtained using periodic load on the server , which means to do load balancing decisions , the load values ??do not represent a member of the current load , but the last load. In a short period of time if there are many clients links, the load value is updated , the server of the actual load is increased dramatically . To solve these problems , this paper proposes a genetic algorithm based adaptive load balancing optimization algorithm , the server selection and allocation system, taking into account not only the past and present performance, but also in the pre-assigned task of concurrent requests before the system for future load estimation . This paper mainly from the following aspects were studied: First, the reference model for the current network level load balancing server cluster technology was classified , described in detail for each load-balancing method works , comparative analysis of the advantages of the various methods disadvantages and adaptation ; followed by in-depth study of the load balancing algorithm used to draw a flow chart of each algorithm , pointing out its features and limitations. From start to improve load balancing mathematical model is proposed based on genetic algorithm optimization of adaptive load balancing algorithms, and algorithms for improved analysis and simulation demo ; finally designed a windows based platform load balancing system for improved algorithm proved and the experimental results with the other traditional algorithms for analysis and comparison .
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CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer applications > Computer network > General issues > Network interconnect technology
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