修改伪LRU替换算法

Hassan Ghasemzadeh, Sepideh Mazrouee, M. R. Kakoee
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引用次数: 32

摘要

虽然LRU替换算法在高速缓存管理中得到了广泛的应用,但其在硬件上难以实现是众所周知的。大多数主缓存采用简单的块替换算法,如伪LRU,以避免复杂硬件设计的缺点。本文利用伪LRU算法中的二次机会概念,提出了一种新的块替换方案MPLRU (modified pseudo - LRU)。将该算法与真正的LRU以及其他传统的FIFO、随机和伪LRU方案进行了全面的比较。实验结果表明,与其他算法相比,MPLRU算法显著减少了缓存丢失次数。仿真结果表明,与伪LRU算法相比,该算法的平均脱靶率提高了8.52%。此外,与FIFO和随机替换策略相比,它的性能分别提高了7.93%和11.57%
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Modified pseudo LRU replacement algorithm
Although the LRU replacement algorithm has been widely used in cache memory management, it is well-known for its inability to be easily implemented in hardware. Most of primary caches employ a simple block replacement algorithm like pseudo LRU to avoid the disadvantages of a complex hardware design. In this paper, we propose a novel block replacement scheme, MPLRU (modified pseudo LRU), by exploiting second chance concept in pseudo LRU algorithm. A comprehensive comparison is made between our algorithm and both true LRU and other conventional schemes such as FIFO, random and pseudo LRU. Experimental results show that MPLRU significantly reduces the number of cache misses compared to the other algorithms. Simulation results reveal that in average our algorithm can provide a value of 8.52% improvement on the miss ratio compared to the pseudo LRU algorithm. Moreover, it provides 7.93% and 11.57%performance improvement compared to FIFO and random replacement policies respectively
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