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2014 23rd International Conference on Parallel Architecture and Compilation (PACT) (2014)
Edmonton, Canada
Aug. 23, 2014 to Aug. 27, 2014
ISBN: 978-1-5090-6607-0
pp: 381-392
Ying Ye , Computer Science Department, Boston University, Boston, MA, USA
Richard West , Computer Science Department, Boston University, Boston, MA, USA
Zhuoqun Cheng , Computer Science Department, Boston University, Boston, MA, USA
Ye Li , Computer Science Department, Boston University, Boston, MA, USA
ABSTRACT
Shared caches in multicore processors are subject to contention from co-running threads. The resultant interference can lead to highly-variable performance for individual applications. This is particularly problematic for real-time applications, requiring predictable timing guarantees. Previous work has applied page coloring techniques to partition a shared cache, so that conflict misses are minimized amongst co-running workloads. However, prior page coloring techniques have not addressed the problem of partitioning a cache on over-committed processors where there are more executable threads than cores. Similarly, page coloring techniques have not proven efficient at adapting the cache partition sizes for threads with varying memory demands. This paper presents a memory management framework called COLORIS, which provides support for both static and dynamic cache partitioning using page coloring. COLORIS supports novel policies to reconfigure the assignment of page colors amongst application threads in over-committed systems. For quality-of-service (QoS), COLORIS monitors the cache miss rates of running applications and triggers re-partitioning of the cache to prevent miss rates exceeding applications-specific ranges. This paper presents the design and evaluation of COLORIS as applied to Linux. We show the efficiency and effectiveness of COLORIS to color memory pages for a set of SPEC CPU2006 workloads, thereby enhancing performance isolation over existing page coloring techniques.
INDEX TERMS
Image color analysis, Color, Linux, Multicore processing, Quality of service, Instruction sets,performance isolation, Cache and memory management, dynamic page coloring, multicore
CITATION
Ying Ye, Richard West, Zhuoqun Cheng, Ye Li, "COLORIS: A dynamic cache partitioning system using page coloring", 2014 23rd International Conference on Parallel Architecture and Compilation (PACT), vol. 00, no. , pp. 381-392, 2014, doi:10.1145/2628071.2628104
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