Offline Mining of Microservice-based Architectures

Jacopo Soldani; Javad Khalili; Antonio Brogi

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Paper

Offline Mining of Microservice-based Architectures

Topics: Cloud Application Architectures; Enterprise Architectures and Services; Microservices; Native Cloud Applications; Service Modeling and Specification

In Proceedings of the 12th International Conference on Cloud Computing and Services Science CLOSER - Volume 1, 63-73, 2022

Authors: Jacopo Soldani ; Javad Khalili and Antonio Brogi

Affiliation: Department of Computer Science, University of Pisa, Pisa, Italy

Keyword(s): Microservices, Microservices Architecture, Software Architecture Mining.

Abstract: Designing, implementing, and operating microservices is known to be complex and costly, mainly due to the multitude of heterogeneous software services forming a microservice-based application. Such tasks can be simpler if a specification of the microservice-based architecture (MSA) of an application is available. At the same time, due to the number of services and service interactions in a MSA, manually generating a specification of such MSA is complex and costly. For this reason, in this paper we present a novel technique for automatically mining the specification of a MSA from its Kubernetes deployment. The obtained MSA specification is in µTOSCA, a microservice-oriented profile of the human- and machine-readable OASIS standard TOSCA. We also present a prototype implementation of our technique, which we use to assess it by means of case studies based on third-party applications.

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Paper citation in several formats:

Soldani, J.; Khalili, J. and Brogi, A. (2022). Offline Mining of Microservice-based Architectures. In Proceedings of the 12th International Conference on Cloud Computing and Services Science - CLOSER; ISBN 978-989-758-570-8; ISSN 2184-5042, SciTePress, pages 63-73. DOI: 10.5220/0011061000003200

@conference{closer22,
author={Jacopo Soldani. and Javad Khalili. and Antonio Brogi.},
title={Offline Mining of Microservice-based Architectures},
booktitle={Proceedings of the 12th International Conference on Cloud Computing and Services Science - CLOSER},
year={2022},
pages={63-73},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011061000003200},
isbn={978-989-758-570-8},
issn={2184-5042},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Cloud Computing and Services Science - CLOSER
TI - Offline Mining of Microservice-based Architectures
SN - 978-989-758-570-8
IS - 2184-5042
AU - Soldani, J.
AU - Khalili, J.
AU - Brogi, A.
PY - 2022
SP - 63
EP - 73
DO - 10.5220/0011061000003200
PB - SciTePress