Paper Info
Title
Service Composition Pattern Generation for Cloud Migration: A Graph Similarity Analysis Approach
Abstract
The demands of migrating existing on-premises complex enterprise applications to cloud dramatically increase with the wide adoption of cloud computing. A recent research validates the possibility to combine multiple proprietary migration services offered by different vendors together to complete cloud migration. Pattern based service composition has been proven as an appealing approach to accelerate the service composition and ensure the qualities in the Service Oriented Architecture (SOA) domain and can be applied to the cloud migration service composition theoretically. However, current pattern generation approaches are not applicable for the cloud migration due to lack of either existing cloud migration business process knowledge or execution logs. This paper proposes a novel approach to generate cloud migration patterns from a set of service composition solutions. We formalize the pattern generation as a special graph similarity matching problem and present an algorithm to calculate the similarity of these service composition solutions. Patterns are chosen out of the solutions by similarity with designed criteria. The benchmark results and quantitative analysis show that our proposed approach is effective and efficient in pattern generation for cloud migration.
Year
DOI
Venue
2014
10.1109/ICWS.2014.54
ICWS
Keywords
Field
DocType
on-premises complex enterprise applications,graph similarity,soa,service composition,execution logs,cloud migration service composition,pattern matching,service composition pattern generation,cloud migration business process knowledge,service oriented architecture domain,service-oriented architecture,cloud migration,graph theory,service composition, pattern generation, cloud migration, graph similarity,business data processing,graph similarity analysis approach,cloud computing,similarity calculation,graph similarity matching problem,pattern generation,web services,multiple proprietary migration services
Data mining,Graph similarity,Pattern generation,Business process,Computer science,Greedy algorithm,Cloud testing,Benchmark (computing),Service-oriented architecture,Database,Cloud computing
Conference
Citations 
PageRank 
References 
3
0.41
21
Authors
4
Name
Order
Citations
PageRank
Zhitao Wan1124.34
Fan Jing Meng2255.02
Jing Min Xu36710.98
Ping Wang49344.15