Evaluation and extracting factual software architecture of distributed system by process mining techniques

The factual software architectures that are actually implemented of distributed systems do not conform the planned software architectures (Beck 2010). It happens due to the complexity of distributed systems. This problem begets two main challenges; First, how to extract the factual software architec...

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Main Authors:	Mahdi Sahlabadi, Amir Hossein Sahlabadi, Ravie Chandren Muniyandi, Zarina Shukur
Format:	Article
Language:	English
Published:	Penerbit Universiti Kebangsaan Malaysia 2017
Online Access:	http://journalarticle.ukm.my/11856/ http://journalarticle.ukm.my/11856/ http://journalarticle.ukm.my/11856/1/16983-64072-1-PB.pdf

id	ukm-11856
recordtype	eprints
spelling	ukm-118562018-07-10T00:09:56Z http://journalarticle.ukm.my/11856/ Evaluation and extracting factual software architecture of distributed system by process mining techniques Mahdi Sahlabadi, Amir Hossein Sahlabadi, Ravie Chandren Muniyandi, Zarina Shukur, The factual software architectures that are actually implemented of distributed systems do not conform the planned software architectures (Beck 2010). It happens due to the complexity of distributed systems. This problem begets two main challenges; First, how to extract the factual software architectures with the proper techniques and second, how to compare the planned software architecture with the extracted factual architecture. This study aims to use process mining to discover factual software architecture from codes and represents software architecture model in Petri Net to evaluate model by the linear temporal logic and process mining. In this paper, the applicability of process mining techniques, implemented in the ProM6.7 framework is shown to extract and evaluate factual software architectures. Furthermore, capabilities of Hierarchical Colored Petri Net implemented in CPN4.0 are exploited to model and simulate software architectures. The proposed approach has been conducted on a case study to indicate applicability of the approach in the distributed data base system. The final result of the case study indicates process mining is able to extract factual software architectures and also to check its conformance. Penerbit Universiti Kebangsaan Malaysia 2017-12 Article PeerReviewed application/pdf en http://journalarticle.ukm.my/11856/1/16983-64072-1-PB.pdf Mahdi Sahlabadi, and Amir Hossein Sahlabadi, and Ravie Chandren Muniyandi, and Zarina Shukur, (2017) Evaluation and extracting factual software architecture of distributed system by process mining techniques. Asia-Pacific Journal of Information Technology and Multimedia, 6 (2). pp. 76-89. ISSN 2289-2192 http://ejournals.ukm.my/apjitm/issue/view/1050
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Kebangasaan Malaysia
building	UKM Institutional Repository
collection	Online Access
language	English
description	The factual software architectures that are actually implemented of distributed systems do not conform the planned software architectures (Beck 2010). It happens due to the complexity of distributed systems. This problem begets two main challenges; First, how to extract the factual software architectures with the proper techniques and second, how to compare the planned software architecture with the extracted factual architecture. This study aims to use process mining to discover factual software architecture from codes and represents software architecture model in Petri Net to evaluate model by the linear temporal logic and process mining. In this paper, the applicability of process mining techniques, implemented in the ProM6.7 framework is shown to extract and evaluate factual software architectures. Furthermore, capabilities of Hierarchical Colored Petri Net implemented in CPN4.0 are exploited to model and simulate software architectures. The proposed approach has been conducted on a case study to indicate applicability of the approach in the distributed data base system. The final result of the case study indicates process mining is able to extract factual software architectures and also to check its conformance.
format	Article
author	Mahdi Sahlabadi, Amir Hossein Sahlabadi, Ravie Chandren Muniyandi, Zarina Shukur,
spellingShingle	Mahdi Sahlabadi, Amir Hossein Sahlabadi, Ravie Chandren Muniyandi, Zarina Shukur, Evaluation and extracting factual software architecture of distributed system by process mining techniques
author_facet	Mahdi Sahlabadi, Amir Hossein Sahlabadi, Ravie Chandren Muniyandi, Zarina Shukur,
author_sort	Mahdi Sahlabadi,
title	Evaluation and extracting factual software architecture of distributed system by process mining techniques
title_short	Evaluation and extracting factual software architecture of distributed system by process mining techniques
title_full	Evaluation and extracting factual software architecture of distributed system by process mining techniques
title_fullStr	Evaluation and extracting factual software architecture of distributed system by process mining techniques
title_full_unstemmed	Evaluation and extracting factual software architecture of distributed system by process mining techniques
title_sort	evaluation and extracting factual software architecture of distributed system by process mining techniques
publisher	Penerbit Universiti Kebangsaan Malaysia
publishDate	2017
url	http://journalarticle.ukm.my/11856/ http://journalarticle.ukm.my/11856/ http://journalarticle.ukm.my/11856/1/16983-64072-1-PB.pdf
first_indexed	2023-09-18T20:01:18Z
last_indexed	2023-09-18T20:01:18Z
_version_	1777406866436915200

Evaluation and extracting factual software architecture of distributed system by process mining techniques

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