DocumentCode
31518
Title
Cache Friendliness-Aware Managementof Shared Last-Level Caches for HighPerformance Multi-Core Systems
Author
Kaseridis, Dimitris ; Iqbal, Muhammad Faisal ; John, Lizy Kurian
Author_Institution
ARM Inc., Austin, TX, USA
Volume
63
Issue
4
fYear
2014
fDate
Apr-14
Firstpage
874
Lastpage
887
Abstract
To achieve high efficiency and prevent destructive interference among multiple divergent workloads, the last-level cache of Chip Multiprocessors has to be carefully managed. Previously proposed cache management schemes suffer from inefficient cache capacity utilization, by either focusing on improving the absolute number of cache misses or by allocating cache capacity without taking into consideration the applications´ memory sharing characteristics. Reduction of the overall number of misses does not always correlate with higher performance as Memory-level Parallelism can hide the latency penalty of a significant number of misses in out-of-order execution. In this work we describe a quasi-partitioning scheme for last-level caches that combines the memory-level parallelism, cache friendliness and interference sensitivity of competing applications, to efficiently manage the shared cache capacity. The proposed scheme improves both system throughput and execution fairness - outperforming previous schemes that are oblivious to applications´ memory behavior. Our detailed, full-system simulations showed an average improvement of 10 percent in throughput and 9 percent in fairness over the next best scheme for a four-core CMP system.
Keywords
cache storage; microprocessor chips; multiprocessing systems; parallel memories; storage management chips; CMP system; application memory behavior; cache capacity allocation; cache capacity utilization; cache friendliness aware management; cache level sharing; chip multiprocessors; execution fairness outperforming; high performance multicore system; interference sensitivity; latency penalty; memory level parallelism; memory sharing characteristics; out of order execution; quasi partitioning scheme; shared cache capacity management; system throughput; Fitting; Interference; Monitoring; Parallel processing; Radiation detectors; Resource management; Sensitivity; Cache resource management; chip multiprocessors; last-level caches; memory-level parallelism;
fLanguage
English
Journal_Title
Computers, IEEE Transactions on
Publisher
ieee
ISSN
0018-9340
Type
jour
DOI
10.1109/TC.2013.18
Filename
6422293
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