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	Combining Process-based Cache Partitioning and Pollute Region Isolation to Improve Shared Last Level Cache Utilization on Multicore Systems
	Huang, Tao ; Wang, Jing ; Guan, Xuetao ; Zhong, Qi ; Wang, Keyi
	2013
关键词	Cache Pollution Memory Region Page Coloring Miss rate Curves Cache Partitioning
英文摘要	Shared last level cache has been widely used in modern multicore processors. However, uncontrolled cache sharing on multicore leads to more serious cache pollution than that on single-core processor. A process with weak locality can evict strong locality data sets that belong to other concurrent ones. Processes in multiprocessing environment always affect each other on multicore systems with shared last level cache. Prior approaches either partition shared cache in process level to reduce inter-process cache contention, or isolate the non-temporal memory accesses in order to accelerate single application execution. Process-based cache partitioning may make intra-process cache pollution more serious and have great impact on single process performance. In this work, we take an alternative view to explore physical page layout optimization by combining process-based cache partitioning and pollute region isolation for improving the shared last level cache utilization on multicore systems. Our proposed approach includes three steps. The first step determines the cache sizes of co-scheduled applications and the second step recognizes weak-locality regions of each application on different cache size configurations. Lastly, the third step customizes the physical page layout to partition cache space among concurrent processes and set up global pollute buffer for mapping pollute regions into a small slice of shared last level cache. Our approach is directly used in commercial multicore systems without any additional hardware requirement. Our experimental results show that in comparison with default Linux memory management scheme, our approach improves performance by 26.73% on average. Even compared to the process-based cache partitioning RapidMRC, our approach further eliminates the harmful effect of non-reusable data, and system performance is also improved by 5.63% on average.; Computer Science, Hardware & Architecture; Computer Science, Theory & Methods; Telecommunications; EI; CPCI-S(ISTP); 0
语种	英语
DOI标识	10.1109/TrustCom.2013.139
内容类型	其他
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/292508]
专题	信息科学技术学院
推荐引用方式 GB/T 7714	Huang, Tao,Wang, Jing,Guan, Xuetao,et al. Combining Process-based Cache Partitioning and Pollute Region Isolation to Improve Shared Last Level Cache Utilization on Multicore Systems. 2013-01-01.

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