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Usage Scenarios for Byte-Addressable Persistent Memory in High-Performance and Data Intensive Computing
Journal of Computer Science and Technology ( IF 1.9 ) Pub Date : 2021-01-01 , DOI: 10.1007/s11390-020-0776-8
Michèle Weiland , Bernhard Homölle

Byte-addressable persistent memory (B-APM) presents a new opportunity to bridge the performance gap between main memory and storage. In this paper, we present the usage scenarios for this new technology, based on the capabilities of Intel's DCPMM. We outline some of the basic performance characteristics of DCPMM, and explain how it can be configured and used to address the needs of memory and I/O intensive applications in the HPC and data intensive domains. Two decision trees are presented to advise on the configuration options for B-APM; their use is illustrated with two examples. We show that the flexibility of the technology has the potential to be truly disruptive, not only because of the performance improvements it can deliver, but also because it allows systems to cater for wider range of applications on homogeneous hardware.

中文翻译:

高性能和数据密集型计算中字节可寻址持久内存的使用场景

字节可寻址持久内存 (B-APM) 为弥合主内存和存储之间的性能差距提供了新机会。在本文中,我们基于英特尔 DCPMM 的功能介绍了这项新技术的使用场景。我们概述了 DCPMM 的一些基本性能特征,并解释了如何配置和使用它来满足 HPC 和数据密集型领域中内存和 I/O 密集型应用程序的需求。提供了两个决策树来为 B-APM 的配置选项提供建议;用两个例子说明了它们的使用。我们表明该技术的灵活性具有真正具有颠覆性的潜力,不仅因为它可以提供性能改进,还因为它允许系统在同构硬件上满足更广泛的应用程序。
更新日期:2021-01-01
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