On-the-fly Data Transformation in Action

被引：1

作者：

Mun, Ju Hyoung ^{[1
]}

Karatsenidis, Konstantinos ^{[1
]}

Papon, Tarikul Islam ^{[1
]}

Roozkhosh, Shahin ^{[1
]}

Hoornaert, Denis ^{[2
]}

Drepper, Ulrich ^{[3
]}

Sanaullah, Ahmed ^{[3
]}

Mancuso, Renato ^{[1
]}

Athanassoulis, Manos ^{[1
]}

机构：

[1] Boston Univ, Boston, MA 02215 USA

[2] Tech Univ Munich, Munich, Germany

[3] Red Hat, Raleigh, NC USA

来源：

PROCEEDINGS OF THE VLDB ENDOWMENT | 2023年 / 16卷 / 12期

基金：

美国国家科学基金会;

关键词：

D O I：

10.14778/3611540.3611593

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Transactional and analytical database management systems (DBMS) typically employ different data layouts: row-stores for the first and column-stores for the latter. In order to bridge the requirements of the two without maintaining two systems and two (or more) copies of the data, our proposed system Relational Memory employs specialized hardware that transforms the base row table into arbitrary column groups at query execution time. This approach maximizes the cache locality and is easy to use via a simple abstraction that allows transparent on-the-fly data transformation. Here, we demonstrate how to deploy and use Relational Memory via four representative scenarios. The demonstration uses the full-stack implementation of Relational Memory on the Xilinx Zynq UltraScale+ MPSoC platform. Conference participants will interact with Relational Memory deployed in the actual platform.

引用

页码：3950 / 3953

页数：4

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