Native Storage Techniques for Data Management

In the present tutorial we perform a cross-cut analysis of database storage management from the perspective of modern storage technologies. We argue that neither the design of modern DBMS, nor the architecture of modern storage technologies are aligned with each other. Moreover, the majority of the...

Full description

Saved in:
Bibliographic Details
Main Authors: Petrov, Ilia, Koch, Andreas, Hardock, Sergey, Vincon, Tobias, Riegger, Christian
Format: Conference Proceeding
Language:English
Subjects:
Bandwidth
DBMS
Hardware
Native Storage
Near Data Processing
Optimization
Semiconductor memory
Storage management
Tutorials
Online Access:Request full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:In the present tutorial we perform a cross-cut analysis of database storage management from the perspective of modern storage technologies. We argue that neither the design of modern DBMS, nor the architecture of modern storage technologies are aligned with each other. Moreover, the majority of the systems rely on a complex multi-layer and compatibility-oriented storage stack. The result is needlessly suboptimal DBMS performance, inefficient utilization, or significant write amplification due to outdated abstractions and interfaces. In the present tutorial we focus on the concept of native storage, which is storage operated without intermediate abstraction layers over an open native storage interface and is directly controlled by the DBMS. We cover the following aspects of native storage: (i) architectural approaches and techniques; (ii) interfaces; (iii) storage abstractions; (iv) DBMS/system integration; (v) in-storage processing.
ISSN:2375-026X
DOI:10.1109/ICDE.2019.00236