利用局部性分析mpsoc中共享内存系统的性能

Selma Saidi, A. Syring
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引用次数: 6

摘要

集成趋势和对计算能力需求的增加推动了安全关键领域常见嵌入式消费设备(如mpsoc平台)的出现。mpsoc通常具有共享的紧密耦合内存系统,其中仔细管理数据存储和传输是提高性能的关键因素。然而,为这些平台提供实时保证是极具挑战性的,因为它们依赖于利用数据局部性来改善共享内存架构中的平均延迟。这种影响经常被现有的实时分析方法所忽视,这些方法往往只关注记忆系统的单个组件。在本文中,我们提出了一个由片上刮板存储器、片外dram和DMA引擎组成的共享存储器系统的时序分析框架。该分析捕获了访问的局部性、它们的交错和粒度对系统性能的影响。
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Exploiting Locality for the Performance Analysis of Shared Memory Systems in MPSoCs
The integration trend and increased required computing power is driving the advent of common embedded consumer devices like MPSoCs platforms in the safety critical domain. MPSoCs often feature a shared tightly-coupled memory system where a careful management of data storage and transfers is a key enabler for performance. However, providing real-time guarantees for these platforms is extremely challenging as they rely on exploiting data locality to improve average latencies in shared-memory architectures. This effect is often disregarded by existing real-time analysis approaches which furthermore often focus solely on a single component of the memory system. In this paper, we propose a framework for the timing analysis of shared memory systems composed of on-chip scratchpad memories, off-chip DRAMs and DMA engines. The analysis captures the effect on the performance of the system of the locality of accesses, their interleaving and granularity.
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