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ECAP: energy-efficient caching for prefetch blocks in tiled chip multiprocessors

机译:ECAP:切片式多处理器中预取块的节能缓存

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With the increase in processing cores performance have increased, but energy consumption and memory access latency have become a crucial factor in determining system performance. In tiled chip multiprocessor, tiles are interconnected using a network and different application runs in different tiles. Non-uniform load distribution of applications results in varying L1 cache usage pattern. Application with larger memory footprint uses most of its L1 cache. Prefetching on top of such application may cause cache pollution by evicting useful demand blocks from the cache. This generates further cache misses which increases the network traffic. Therefore, an inefficient prefetch block placement strategy may result in generating more traffic that may increase congestion and power consumption in the network. This also dampens the packet movement rate which increases miss penalty at the cores thereby affecting Average Memory Access Time (AMAT). The authors propose an energy-efficient caching strategy for prefetch blocks, ECAP. It uses the less used cache set of nearby tiles running light applications as virtual cache memories for the tiles running high applications to place the prefetch blocks. ECAP reduces AMAT, router and link power in NoC by 23.54%, 14.42%, and 27%, respectively as compared to the conventional prefetch placement technique.
机译:随着处理内核的增加,性能也有所提高,但是能耗和内存访问延迟已成为决定系统性能的关键因素。在切片式芯片多处理器中,切片通过网络互连,并且不同的应用程序在不同的切片中运行。应用程序的负载分布不均匀会导致L1缓存使用模式发生变化。具有较大内存占用空间的应用程序使用其大部分L1缓存。在此类应用程序之上进行预取可能会通过从缓存中逐出有用的需求块而导致缓存污染。这会产生更多的高速缓存未命中,从而增加网络流量。因此,低效的预取块放置策略可能会导致生成更多流量,从而增加网络中的拥塞和功耗。这也抑制了分组移动速率,这增加了核心处的未命中损失,从而影响了平均内存访问时间(AMAT)。作者提出了一种用于预取块ECAP的节能缓存策略。它使用运行较少的应用程序附近瓦片的较少使用的缓存集作为运行高速应用程序的瓦片的虚拟缓存,以放置预取块。与传统的预取放置技术相比,ECAP在NoC中将AMAT,路由器和链路功率分别降低了23.54%,14.42%和27%。

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