A GREY WOLF ALGORITHM FOR INDEX OPTIMIZATION IN RELATIONAL DATABASES

Fernando Verástegui, Rony Cueva, Manuel Tupia

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Optimizing indexes in relational databases is crucial for enhancing information system performance, productivity, and decision-making. Indexes are structures that expedite data retrieval, offering swift access to records. Optimization yields faster data access, reducing query delays and enhancing application responsiveness, crucial in competitive enterprise settings. It also eases server load and resource use, resulting in long-term cost savings. Proper index management preserves database integrity, ensuring accurate, consistent data retrieval. Poor design can lead to locking and performance issues, affecting system reliability. The Grey Wolf Optimization (GWO) algorithm, introduced by Seyedali Mirjalili in 2014, is a metaheuristic inspired by grey wolf social behavior. It aids in solving optimization problems, including data management. This algorithm models the social hierarchy and hunting dynamics of grey wolf packs, including four wolf types: alpha, beta, delta, and omega, representing the pack's dominant individuals. This paper presents a GWO algorithm to solve the optimization problem in the indexing of large relational databases.

Original languageEnglish
Title of host publicationProceedings of the 17th IADIS International Conference Information Systems 2024, IS 2024
EditorsMiguel Baptista Nunes, Pedro Isaias, Philip Powell, Luis Rodrigues
PublisherIADIS
Pages61-68
Number of pages8
ISBN (Electronic)9789898704566
StatePublished - 2024
Event17th IADIS International Conference Information Systems 2024, IS 2024 - Porto, Portugal
Duration: 9 Mar 202411 Mar 2024

Publication series

NameProceedings of the 17th IADIS International Conference Information Systems 2024, IS 2024

Conference

Conference17th IADIS International Conference Information Systems 2024, IS 2024
Country/TerritoryPortugal
CityPorto
Period9/03/2411/03/24

Keywords

  • Bio-Inspired Algorithm
  • Database
  • Grey-Wolf Algorithm
  • Indexation
  • Optimization

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