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NbQ时钟:网络对象缓存的非阻塞队列时钟算法

NbQ-CLOCK:A Non-blocking Queue-based CLOCK Algorithm for Web-Object Caching

作者:Gage Eads 作者单位:EECS Department, University of California, Berkeley 加工时间:2014-03-12 信息来源:EECS 索取原文[32 页]
关键词:web缓存;非阻塞;时钟算法;LRU;队列
摘 要:In this report, I present NbQ-CLOCK, a novel, lock-free variant of the Generalized CLOCK algorithm particularly suited for web-object caching. My solution benefits from Generalized CLOCK’s low-latency updates and high hit rates, and its non-blocking implementation makes it scalable with only 10 bytes per-object space overhead. I compare the solution to existing algorithms, including Intel’s Bag-LRU, and demonstrate that NbQ-CLOCK’s fast update operation scales well with the number of threads and in a in-memory key-value store prototype, NbQ-CLOCK offers an overall throughput improvement of as much as 9.20% over the best of the other algorithms. In addition, NbQ-CLOCK’s hit rate exceeds the next best algorithm’s hit rate by as much as 1.40%.
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