科研成果详情

题名DBFS: Dual best-first search mapping algorithm for shared-cache multicore processors
作者
发表日期2015
会议名称15th International Conference on Algorithms and Architectures for Parallel Processing
会议录名称Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
ISSN0302-9743
卷号9528
页码185-198
会议日期November 18-20, 2015
会议地点Zhangjiajie
摘要

This paper proposes a task mapping algorithm for sharedcache multicore processors. The multicore system is quantitatively analysed in terms of intra-application communication latency, interapplication congestion and delay of shared-cache access. A heuristic greedy best-first search algorithm is adapted to find a compact mapping region for an application. We develop a flexible dual best-first search strategy that evaluates the network dynamically according to the current situation. Several metrics are applied to improve the quality of the mapping result. We evaluate the proposed algorithm along with others using synthetic and real applications. Results from the synthetic workloads show that the proposed algorithm achieves nearly optimal cache access delays on 64-node network under 50% to 100% system utilization, while the intra-application latency and inter-application congestion metrics are improved by 13. 8% and 17. 2% in a practical system configuration, compared with the incremental algorithm. We also compare our proposal with the true optimal solutions, results reveal that the algorithm can provide near-optimal results with enough search spaces. Furthermore the computation complexity of the proposed algorithm is relatively low. The data from real applications show that the average execution time of applications is reduced 13. 5% compared to the first fit algorithm.

关键词Best first Mapping Multicore Parallel Shared cache
DOI10.1007/978-3-319-27119-4_13
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语种英语English
Scopus入藏号2-s2.0-84959386593
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被引频次[WOS]:0   [WOS记录]     [WOS相关记录]
文献类型会议论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/9304
专题个人在本单位外知识产出
通讯作者Xu, Thomas Canhao
作者单位
Department of Information Technology,University of Turku,Turku,20014,Finland
推荐引用方式
GB/T 7714
Xu, Thomas Canhao,Ville, Leppänen. DBFS: Dual best-first search mapping algorithm for shared-cache multicore processors[C], 2015: 185-198.
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