Work

NoSQL Schema Design for Time-Dependent Workloads

Year: 2023

Type: preprint

Abstract: In this paper, we propose a schema optimization method for time-dependent workloads for NoSQL databases. In our proposed method, we migrate schema according to changing workloads, and the estimated cost of execution and migration are formulated and minimized as a single integer linear programming problem. Furthermore, we propose a method to reduce the number of optimization candidates by iterating over the time dimension abstraction and optimizing the workload while updating constraints.

Source: arXiv (Cornell University)

DOI: 10.48550/arxiv.2303.16577

Authors: Wakuta, Yusuke, Mior, Michael, Zenmyo, Teruyoshi, Sasaki, Yuya, Onizuka, Makoto

Institutions: CyberAgent (Japan), Rochester Institute of Technology, The University of Osaka

Language: English

Topic: Advanced Database Systems and Queries

Subfield: Computer Networks and Communications

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W4361806735

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