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Performance Optimization of the Open XDMoD Datawarehouse

  • SUNY Buffalo

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Open XDMoD is an open source tool to facilitate the management of high performance computing resources. It is widely deployed at academic, industrial, and governmental HPC centers and is used to monitor large and small HPC and cloud systems. The core of Open XDMoD is a MySQL based data warehouse that is designed to support the storage of historical information for hundreds of millions of jobs with a fast query time for the interactive web portal. In this paper, we describe the transition that we made from the MyISAM to the InnoDB storage engine. In addition, other improvements were also made to the database queries such as reordering and adding indices. We were able to attain substantial performance improvements in both the query execution and in the data ingestion/aggregation. It is a common trend that databases tend to grow in size and complexity throughout their lifetime; this work presents a practical guide for the types of practices and procedures that can be done to maintain data retrieval and ingestion performance.

Original languageEnglish
Title of host publicationPEARC 2022 Conference Series - Practice and Experience in Advanced Research Computing 2022 - Revolutionary
Subtitle of host publicationComputing, Connections, You
PublisherAssociation for Computing Machinery, Inc
ISBN (Electronic)9781450391610
DOIs
StatePublished - Jul 8 2022
Event2022 Conference on Practice and Experience in Advanced Research Computing: Revolutionary: Computing, Connections, You, PEARC 2022 - Boston, United States
Duration: Jul 10 2022 → Jul 14 2022

Publication series

NamePEARC 2022 Conference Series - Practice and Experience in Advanced Research Computing 2022 - Revolutionary: Computing, Connections, You

Conference

Conference2022 Conference on Practice and Experience in Advanced Research Computing: Revolutionary: Computing, Connections, You, PEARC 2022
Country/TerritoryUnited States
CityBoston
Period07/10/22 → 07/14/22

Keywords

  • MySQL
  • XDMoD
  • databases

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