Cloud engineering is Search Based Software Engineering too

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Many of the problems posed by the migration of computation to cloud platforms can be formulated and solved using techniques associated with Search Based Software Engineering (SBSE). Much of cloud software engineering involves problems of optimisation: performance, allocation, assignment and the dynamic balancing of resources to achieve pragmatic trade-offs between many competing technical and business objectives. SBSE is concerned with the application of computational search and optimisation to solve precisely these kinds of software engineering challenges. Interest in both cloud computing and SBSE has grown rapidly in the past five years, yet there has been little work on SBSE as a means of addressing cloud computing challenges. Like many computationally demanding activities, SBSE has the potential to benefit from the cloud; 'SBSE in the cloud'. However, this paper focuses, instead, of the ways in which SBSE can benefit cloud computing. It thus develops the theme of 'SBSE for the cloud', formulating cloud computing challenges in ways that can be addressed using SBSE.
Publisher
ELSEVIER SCIENCE INC
Issue Date
2013-09
Language
English
Article Type
Article
Keywords

ALGORITHMS; SIMULATION; SYSTEMS; ISSUES; MODEL

Citation

JOURNAL OF SYSTEMS AND SOFTWARE, v.86, no.9, pp.2225 - 2241

ISSN
0164-1212
DOI
10.1016/j.jss.2012.10.027
URI
http://hdl.handle.net/10203/200841
Appears in Collection
CS-Journal Papers(저널논문)
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