DATABASE ANALYTICS: A RECONFIGURABLE-COMPUTING APPROACH

被引：22

作者：

Sukhwani, Bharat ^{[1
]}

Min, Hong ^{[1
]}

Thoennes, Mathew ^{[1
]}

Dube, Parijat ^{[1
]}

Brezzo, Bernard ^{[1
]}

Asaad, Sameh ^{[1
]}

Dillenberger, Donna Eng ^{[1
]}

机构：

[1] IBM T J Watson Res Ctr, Ossining, NY USA

来源：

IEEE MICRO | 2014年 / 34卷 / 01期

关键词：

acceleration; analytics; DBMS; FPGA; OLTP; relational database;

D O I：

10.1109/MM.2013.107

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

THIS ARTICLE PRESENTS A HIGHLY PIPELINED, HIGH-THROUGHPUT QUERY-PROCESSING ENGINE ON A FIELD-PROGRAMMABLE GATE ARRAY TO OFFLOAD AND ACCELERATE EXPENSIVE DATABASE-ANALYTICS QUERIES. THE SOLUTION PRESENTED HERE PROVIDES A MECHANISM FOR A DATABASE MANAGEMENT SYSTEM TO SEAMLESSLY HARNESS THE FPGA ACCELERATOR WITHOUT REQUIRING ANY CHANGES IN THE APPLICATION OR THE EXISTING DATA LAYOUT. THE SYSTEM ACHIEVES AN ORDER-OF-MAGNITUDE SPEEDUP ON VARIOUS REAL-LIFE QUERIES.

引用

页码：19 / 29

页数：11

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