Integration process simulator: A tool for performance evaluation of task scheduling of integration processes

Due to large volumes of data from Cloud Computing and from the Internet of Things, the companies' software ecosystem requires an efficient integration of applications and services. Performance improvement from integration platforms' runtime systems is directly related to task scheduling st...

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Vydané v:Journal of simulation : JOS Ročník 16; číslo 6; s. 604 - 623
Hlavní autori: Freire​, Daniela L., Frantz, Rafael Z., Roos-Frantz, Fabricia, Basto-Fernandes, Vitor
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Taylor & Francis 02.11.2022
Predmet:
Application integration
high volume data
simulation tool
task scheduling algorithm
workflow scheduling
ISSN:1747-7778, 1747-7786
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Popis
Shrnutí:Due to large volumes of data from Cloud Computing and from the Internet of Things, the companies' software ecosystem requires an efficient integration of applications and services. Performance improvement from integration platforms' runtime systems is directly related to task scheduling strategies from integration processes. It is still a challenge to find the proper heuristic for a given integration process subject to high inbound data rates. This article proposes a simulation tool for the field of Enterprise Application Integration, which implements different scheduling heuristics and allows the extraction of performance metrics. Three task scheduling heuristics were simulated during the integration process, and the results were evaluated through statistical tests.
ISSN:1747-7778
1747-7786
DOI:10.1080/17477778.2022.2041989