通过降级缓冲的基于降级的独占缓存:不同网络上的设计和评估

Jiesheng Wu, P. Wyckoff, D. Panda
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引用次数: 3

摘要

在当今的多层计算环境中,已广泛部署了多级缓存体系结构。但是,不同级别的缓存是包含在内的。为了更好地利用这些缓存并实现与总缓存大小相称的预期性能,提出了独占缓存。基于降级的独占缓存[1]引入了一个DEMOTE操作,将被上层缓存丢弃的块传输到下层缓存。在本文中,我们提出了一种存储网络上的DEMOTE缓冲机制,以减少DEMOTE操作的可见成本,并为优化提供更大的灵活性。我们在三种不同的网络和协议层(快速以太网上的TCP/IP、InfiniBand上的IBNice和InfiniBand上的VAPI)上使用模拟来评估DEMOTE缓冲的性能。我们的结果表明,降级缓冲可以有效地隐藏降级成本。对于某些工作负载,可以实现比原始DEMOTE方法1.4倍的最大加速。在两个实际工作负载中实现了1.08- 1.15倍的加速。巨大的性能收益来自于重叠的降级和其他活动、减少的通信操作和网络带宽的高利用率。
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Demotion-based exclusive caching through demote buffering: design and evaluations over different networks
Multi-level buffer cache architecture has been widely deployed in today's multiple-tier computing environments. However, caches in different levels are inclusive. To make better use of these caches and to achieve the expected performance commensurate to the aggregate cache size, exclusive caching has been proposed. Demotion-based exclusive caching [1] introduces a DEMOTE operation to transfer blocks discarded by a upper level cache to a lower level cache. In this paper, we propose a DEMOTE buffering mechanism over storage networks to reduce the visible costs of DEMOTE operations and provide more flexibility for optimizations. We evaluate the performance of DEMOTE buffering using simulations across both synthetic and real-life workloads on three different networks and protocol layers (TCP/IP on Fast Ethernet, IBNice on InfiniBand, and VAPI on InfiniBand). Our results show that DEMOTE buffering can effectively hide demotion costs. A maximum speedup of 1.4x over the original DEMOTE approach is achieved for some workloads. Speedups in the range of 1.08--1.15x are achieved for two real-life workloads. The vast performance gains results from overlapping demotions and other activities, reduced communication operations and high utilization of the network bandwidth.
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