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Memcached负载均衡分析以及优化策略的设计

nalysis of Memcached load balance and an optimization strategy

中文摘要英文摘要

本文介绍了Memcached负载均衡机制,并对该机制进行分析,通过实验进行测试得出当对数据的访问服从zipf分布时,会出现冷热数据访问带来的负载不均衡的问题,针对上述问题,给出基于热点备份的优化策略以及热点数据备份带来的一致性问题的解决方案,并给出实验进行测试,相对与原版memcached,优化版本有较大的性能提升。最后对本文进行总结。

Memcached load balance mechanism has been introduced and analyzed in this paper. The test of accessing to the data following zipf distribution shows that there will be a load imbalance problem caused by the keys' popularity.To solve the problem,this paper gives the optimization strategy based on the keys' popularity and different consistency strategies based on the requirements which need strong consistency or weak consistency.Also this paper gives the experiment test showing that optimized version has a larger performance improvement compared with the original Memcached. The final part is to sum up the entire article.

张雷、王浩

计算技术、计算机技术

计算机软件分布式缓存memcached负载均衡

computer softwaredistributed cachememcachedload balance

张雷,王浩.Memcached负载均衡分析以及优化策略的设计[EB/OL].(2015-12-15)[2025-08-10].http://www.paper.edu.cn/releasepaper/content/201512-795.点此复制

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