How to Build a Non-Volatile Memory Database Management System

被引：57

作者：

Arulraj, Joy ^{[1
]}

Pavlo, Andrew ^{[1
]}

机构：

[1] Carnegie Mellon Univ, Pittsburgh, PA 15213 USA

来源：

SIGMOD'17: PROCEEDINGS OF THE 2017 ACM INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA | 2017年

基金：

美国国家科学基金会;

关键词：

STORE;

D O I：

10.1145/3035918.3054780

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The difference in the performance characteristics of volatile (DRAM) and non-volatile storage devices (HDD/SSDs) influences the design of database management systems (DBMSs). The key assumption has always been that the latter is much slower than the former. This affects all aspects of a DBMS's runtime architecture. But the arrival of new non-volatile memory (NVM) storage that is almost as fast as DRAM with fine-grained read/writes invalidates these previous design choices. In this tutorial, we provide an outline on how to build a new DBMS given the changes to hardware landscape due to NVM. We survey recent developments in this area, and discuss the lessons learned from prior research on designing NVM database systems. We highlight a set of open research problems, and present ideas for solving some of them.

引用

页码：1753 / 1758

页数：6