DEVELOPMENT OF AN ENVIRONMENT CONFIGURATION TOOL FOR PERFORMANCE TESTING OF MICROSERVICE-BASED APPLICATIONS IN A KUBERNETES ENVIRONMENT

The complexity and volatility inherent in software development have led many companies to adopt microservice architecture. However, microservices as a distributed system introduce new challenges, with performance testing being a significant one. Early performance testing is crucial to minimizing...

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Main Author: Ferry Priguna, Ignasius
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/85068
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:85068
spelling id-itb.:850682024-08-19T14:15:17ZDEVELOPMENT OF AN ENVIRONMENT CONFIGURATION TOOL FOR PERFORMANCE TESTING OF MICROSERVICE-BASED APPLICATIONS IN A KUBERNETES ENVIRONMENT Ferry Priguna, Ignasius Indonesia Final Project microservice, performance testing, virtual service, OpenTelemetry INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/85068 The complexity and volatility inherent in software development have led many companies to adopt microservice architecture. However, microservices as a distributed system introduce new challenges, with performance testing being a significant one. Early performance testing is crucial to minimizing unexpected costs due to performance issues in the production environment. A tool was developed for this final project to facilitate easier microservice performance testing within Kubernetes, enabling early identification of performance issues. This tool aids in the collection of traces and resource usage data of applications through the OpenTelemetry Collector, the substitution of services with Mountebank virtual services, and the definition of data for the virtual services. In a test conducted on the OpenTelemetry Demo microservice, substituting the Checkout Service with a virtual service reduced CPU and memory usage by 33% and 47%, respectively. While there were no significant differences in average response time, the virtual service did not effectively simulate response time fluctuations. Performance testing without fully developed dependencies can be performed through performance budgeting, but significant differences in response time were observed. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description The complexity and volatility inherent in software development have led many companies to adopt microservice architecture. However, microservices as a distributed system introduce new challenges, with performance testing being a significant one. Early performance testing is crucial to minimizing unexpected costs due to performance issues in the production environment. A tool was developed for this final project to facilitate easier microservice performance testing within Kubernetes, enabling early identification of performance issues. This tool aids in the collection of traces and resource usage data of applications through the OpenTelemetry Collector, the substitution of services with Mountebank virtual services, and the definition of data for the virtual services. In a test conducted on the OpenTelemetry Demo microservice, substituting the Checkout Service with a virtual service reduced CPU and memory usage by 33% and 47%, respectively. While there were no significant differences in average response time, the virtual service did not effectively simulate response time fluctuations. Performance testing without fully developed dependencies can be performed through performance budgeting, but significant differences in response time were observed.
format Final Project
author Ferry Priguna, Ignasius
spellingShingle Ferry Priguna, Ignasius
DEVELOPMENT OF AN ENVIRONMENT CONFIGURATION TOOL FOR PERFORMANCE TESTING OF MICROSERVICE-BASED APPLICATIONS IN A KUBERNETES ENVIRONMENT
author_facet Ferry Priguna, Ignasius
author_sort Ferry Priguna, Ignasius
title DEVELOPMENT OF AN ENVIRONMENT CONFIGURATION TOOL FOR PERFORMANCE TESTING OF MICROSERVICE-BASED APPLICATIONS IN A KUBERNETES ENVIRONMENT
title_short DEVELOPMENT OF AN ENVIRONMENT CONFIGURATION TOOL FOR PERFORMANCE TESTING OF MICROSERVICE-BASED APPLICATIONS IN A KUBERNETES ENVIRONMENT
title_full DEVELOPMENT OF AN ENVIRONMENT CONFIGURATION TOOL FOR PERFORMANCE TESTING OF MICROSERVICE-BASED APPLICATIONS IN A KUBERNETES ENVIRONMENT
title_fullStr DEVELOPMENT OF AN ENVIRONMENT CONFIGURATION TOOL FOR PERFORMANCE TESTING OF MICROSERVICE-BASED APPLICATIONS IN A KUBERNETES ENVIRONMENT
title_full_unstemmed DEVELOPMENT OF AN ENVIRONMENT CONFIGURATION TOOL FOR PERFORMANCE TESTING OF MICROSERVICE-BASED APPLICATIONS IN A KUBERNETES ENVIRONMENT
title_sort development of an environment configuration tool for performance testing of microservice-based applications in a kubernetes environment
url https://digilib.itb.ac.id/gdl/view/85068
_version_ 1822283018656546816