Towards software defined persistent memory: rethinking software support for heterogenous memory architectures

INFLOW '15 Pub Date : 2015-10-04 DOI:10.1145/2819001.2819004
S. Sundararaman, Nisha Talagala, Dhananjoy Das, Amar Mudrankit, D. Arteaga
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引用次数: 4

Abstract

The emergence of persistent memories promises a sea-change in application and data center architectures, with efficiencies and performance not possible with today's volatile DRAM and persistent slow storage. We present Software Defined Persistent Memory, an approach that enables applications to use persistent memory in a variety of local and remote configurations. The heterogeneity is managed by a middleware that manages hardware specific needs and optimizations. We present the first ever design and implementation of such an architecture, and illustrate the key abstractions that are needed to hide hardware specific details from applications while exposing necessary characteristics for performance optimization. We evaluate the performance of our implementation on a set of microbenchmarks and database workloads using the MySQL database. Through our evaluation, we show that it is possible to apply Software Defined concepts to persistent memory, to improve performance while retaining functionality and optimizing for different hardware architectures.
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迈向软件定义的持久内存:重新思考软件对异构内存架构的支持
持久存储器的出现有望给应用程序和数据中心架构带来翻天覆地的变化,其效率和性能是当今易失性DRAM和持久慢速存储器所无法实现的。我们提出了软件定义的持久内存,这种方法使应用程序能够在各种本地和远程配置中使用持久内存。异构性由中间件管理,中间件管理特定于硬件的需求和优化。我们首次展示了这种体系结构的设计和实现,并说明了向应用程序隐藏硬件特定细节所需的关键抽象,同时暴露了性能优化所需的必要特征。我们使用MySQL数据库在一组微基准测试和数据库工作负载上评估我们的实现的性能。通过我们的评估,我们展示了将软件定义的概念应用于持久内存,在保留功能和优化不同硬件架构的同时提高性能是可能的。
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