標題: Cross-Layer Dynamic Prefetching Allocation Strategies for High-Performance Multicores
作者: Peng, Yin-Chi
Chen, Chien-Chih
Chang, Chia-Jung
Chen, Tien-Fu
Yew, Pen-Chung
資訊工程學系
Department of Computer Science
公開日期: 1-Jan-2013
摘要: For the last decade, there have been varying techniques for hardware prefetchers to improve the system performance. However, due to limited space and bandwidth in a multicore system, the prefetching data fetched by prefetcher may pollute L1 cache even though the data is useful, thus resulting into significant performance degradation. Most contemporary multicore systems simply disable prefetching to avoid unexpected contention. This paper proposes a cross-layer and dynamic Prefetch Allocation Management (PAM) to provide better caching strategies in a parallel environment. Our approach has two main mechanisms, targeting at the different prefetch degree and location choices to minimize the cache pollution and contention. Across a variety of SPLASH2 and PARSEC benchmark, our PAM approach can contribute up to 12% of performance improvement on a 4-core multicore system compared to the static prefetcher configuration and also saves 9.1% of the memory bandwidth consumption of memory system.
URI: http://hdl.handle.net/11536/150684
ISSN: 2474-2724
期刊: 2013 INTERNATIONAL SYMPOSIUM ON VLSI DESIGN, AUTOMATION, AND TEST (VLSI-DAT)
Appears in Collections:Conferences Paper