LOT-ECC: Localized and tiered reliability mechanisms for commodity memory systems

Aniruddha N. Udipi, Naveen Muralimanohar, R. Balasubramonian, A. Davis, N. Jouppi
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引用次数: 96

Abstract

Memory system reliability is a serious and growing concern in modern servers. Existing chipkill-level memory protection mechanisms suffer from several draw-backs. They activate a large number of chips on every memory access - this increases energy consumption, and reduces performance due to the reduction in rank-level parallelism. Additionally, they increase access granularity, resulting in wasted bandwidth in the absence of sufficient access locality. They also restrict systems to use narrow-I/O ×4 devices, which are known to be less energy-efficient than the wider ×8 DRAM devices. In this paper, we present LOT-ECC, a localized and multi-tiered protection scheme that attempts to solve these problems. We separate error detection and error correction functionality, and employ simple checksum and parity codes effectively to provide strong fault-tolerance, while simultaneously simplifying implementation. Data and codes are localized to the same DRAM row to improve access efficiency. We use system firmware to store correction codes in DRAM data memory and modify the memory controller to handle data mapping. We thus build an effective fault-tolerance mechanism that provides strong reliability guarantees, activates as few chips as possible (reducing power consumption by up to 44.8% and reducing latency by up to 46.9%), and reduces circuit complexity, all while working with commodity DRAMs and operating systems. Finally, we propose the novel concept of a heterogeneous DIMM that enables the extension of LOT-ECC to ×16 and wider DRAM parts.
LOT-ECC:商品存储系统的本地化和分层可靠性机制
在现代服务器中,存储系统的可靠性是一个日益严重的问题。现有的芯片杀伤级内存保护机制有几个缺点。它们在每次内存访问时都会激活大量芯片——这增加了能耗,并且由于秩级并行性的降低而降低了性能。此外,它们增加了访问粒度,导致在没有足够的访问局部性的情况下浪费带宽。它们还限制系统使用窄i /O ×4设备,这种设备的能效比宽×8 DRAM设备低。在本文中,我们提出了LOT-ECC,一种本地化和多层保护方案,试图解决这些问题。我们分离了错误检测和错误纠正功能,并有效地使用简单的校验和和奇偶码来提供强容错性,同时简化了实现。数据和代码被定位到同一DRAM行,以提高访问效率。我们使用系统固件将纠错码存储在DRAM数据存储器中,并修改存储器控制器来处理数据映射。因此,我们建立了一个有效的容错机制,提供强大的可靠性保证,激活尽可能少的芯片(降低功耗高达44.8%,减少延迟高达46.9%),并降低电路复杂性,同时与商品dram和操作系统一起工作。最后,我们提出了异构DIMM的新概念,使LOT-ECC扩展到×16和更广泛的DRAM部件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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