blockNDP: Block-storage Near Data Processing

被引：12

作者：

Barbalace, Antonio ^{[1
,2
]}

Decky, Martin

Picorel, Javier

Bhatotia, Pramod ^{[2
]}

机构：

[1] Univ Edinburgh, Edinburgh, Midlothian, Scotland

[2] Huawei Res, Shenzhen, Peoples R China

来源：

PROCEEDINGS OF THE 2020 21ST INTERNATIONAL MIDDLEWARE CONFERENCE INDUSTRIAL TRACK (MIDDLEWARE INDUSTRY '20) | 2020年

关键词：

D O I：

10.1145/3429357.3430519

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

We introduce blockNDP, a set of hardware and software protocol and interface extensions to enable block-oriented near data processing (NDP) within emerging solid-state drives (SSDs) integrating processing units. blockNDP is an end-to-end architecture, including a programming model and framework for host and in-storage compute units. blockNDP is the first proposal to be generic, backward compatible - supports existent standards and file systems, portable, and language agnostic. We have implemented and evaluated the effectiveness of blockNDP using two full-system prototypes; one on a new NDP emulation platform - developed atop QEMU, and another on an actual development board - the OpenSSD. Our experimental evaluation demonstrates that blockNDP is not only feasible with a modest effort, < 10K LoC, but it is also able to achieve up to 4x speedups, despite wimpy CPU cores, on a real-world data-driven application such as MySQL.

引用

页码：8 / 15

页数：8

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