Statistical comparison of architecture driven modernization with other cloud migration frameworks and formation of clusters

Corporations are migrating their legacy software systems towards the cloud environment for amelioration, to avail benefits of the cloud. Long term success of modernizing a legacy software depends on the characteristics of the chosen cloud migration approach. Organizations must think over how strateg...

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Main Authors: Aslam, M., Rahim, L.A., Hashmani, M., Watada, J.
Format: Article
Published: Insight Society 2020
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85081212820&doi=10.18517%2fijaseit.10.1.10167&partnerID=40&md5=61c556c42cc216825b6d7c6cab8f552e
http://eprints.utp.edu.my/23228/
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Institution: Universiti Teknologi Petronas
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spelling my.utp.eprints.232282021-08-19T06:09:02Z Statistical comparison of architecture driven modernization with other cloud migration frameworks and formation of clusters Aslam, M. Rahim, L.A. Hashmani, M. Watada, J. Corporations are migrating their legacy software systems towards the cloud environment for amelioration, to avail benefits of the cloud. Long term success of modernizing a legacy software depends on the characteristics of the chosen cloud migration approach. Organizations must think over how strategically imperative is the chosen cloud migration framework to their business? Thus, the Object Management Group (OMG) has defined standards for the modernization process based on Architecture Driven Modernization (ADM) framework. ADM serves as a vehicle for facilitating the arrangement of information technology with business stratagem and its architecture. Until now, it seems that there is no systematic mapping among ADM and other cloud migration frameworks, highlighting the demanding features. This research aims to give an in-depth study of similar cloud migration frameworks. Thus, the researchers introduced the clusters containing cloud migration frameworks having similar features to ADM. This systematic mapping can be seen as a valuable asset for those who are interested in choosing the best migration framework from the pool of cloud modernization frameworks, according to their legacy software requirements. The clustering technique is used to appraise and compare ADM with some of the other cloud migration frameworks for highlighting the similarities and key differences. The quality of clusters is evaluated by the Rand index and Silhouette measurements. The study distills the record and yields a sound and healthy catalog for essential events and concerns that are communal in cloud migration frameworks. This research offers the onestop-shop convenience that the industry desperately desires. © 2020 Insight Society. Insight Society 2020 Article NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85081212820&doi=10.18517%2fijaseit.10.1.10167&partnerID=40&md5=61c556c42cc216825b6d7c6cab8f552e Aslam, M. and Rahim, L.A. and Hashmani, M. and Watada, J. (2020) Statistical comparison of architecture driven modernization with other cloud migration frameworks and formation of clusters. International Journal on Advanced Science, Engineering and Information Technology (1). pp. 112-119. http://eprints.utp.edu.my/23228/
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
description Corporations are migrating their legacy software systems towards the cloud environment for amelioration, to avail benefits of the cloud. Long term success of modernizing a legacy software depends on the characteristics of the chosen cloud migration approach. Organizations must think over how strategically imperative is the chosen cloud migration framework to their business? Thus, the Object Management Group (OMG) has defined standards for the modernization process based on Architecture Driven Modernization (ADM) framework. ADM serves as a vehicle for facilitating the arrangement of information technology with business stratagem and its architecture. Until now, it seems that there is no systematic mapping among ADM and other cloud migration frameworks, highlighting the demanding features. This research aims to give an in-depth study of similar cloud migration frameworks. Thus, the researchers introduced the clusters containing cloud migration frameworks having similar features to ADM. This systematic mapping can be seen as a valuable asset for those who are interested in choosing the best migration framework from the pool of cloud modernization frameworks, according to their legacy software requirements. The clustering technique is used to appraise and compare ADM with some of the other cloud migration frameworks for highlighting the similarities and key differences. The quality of clusters is evaluated by the Rand index and Silhouette measurements. The study distills the record and yields a sound and healthy catalog for essential events and concerns that are communal in cloud migration frameworks. This research offers the onestop-shop convenience that the industry desperately desires. © 2020 Insight Society.
format Article
author Aslam, M.
Rahim, L.A.
Hashmani, M.
Watada, J.
spellingShingle Aslam, M.
Rahim, L.A.
Hashmani, M.
Watada, J.
Statistical comparison of architecture driven modernization with other cloud migration frameworks and formation of clusters
author_facet Aslam, M.
Rahim, L.A.
Hashmani, M.
Watada, J.
author_sort Aslam, M.
title Statistical comparison of architecture driven modernization with other cloud migration frameworks and formation of clusters
title_short Statistical comparison of architecture driven modernization with other cloud migration frameworks and formation of clusters
title_full Statistical comparison of architecture driven modernization with other cloud migration frameworks and formation of clusters
title_fullStr Statistical comparison of architecture driven modernization with other cloud migration frameworks and formation of clusters
title_full_unstemmed Statistical comparison of architecture driven modernization with other cloud migration frameworks and formation of clusters
title_sort statistical comparison of architecture driven modernization with other cloud migration frameworks and formation of clusters
publisher Insight Society
publishDate 2020
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85081212820&doi=10.18517%2fijaseit.10.1.10167&partnerID=40&md5=61c556c42cc216825b6d7c6cab8f552e
http://eprints.utp.edu.my/23228/
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