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A linear program for optimal configurable business processes deployment into cloud federation

  • Molka Rekik
  • , Khouloud Boukadi
  • , Nour Assy
  • , Walid Gaaloul
  • , Hanene Ben-Abdallah
  • Miratcl Laboratory
  • Sfax University
  • Technical University of Eindhoven
  • Miratcl Laboratory
  • King Abdulaziz University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

19 Citations (Scopus)

Abstract

A configurable process model is a generic model from which an enterprise can derive and execute process variants that meet its specific needs and contexts. With the advent of cloud computing and its economic pay-per-use model, enterprises are increasingly outsourcing partially or totally their process variants to cloud providers, and recently to cloud federations. A main challenge in this regard is to allocate optimally cloud resources to the process variants' activities. More specifically, an enterprise may be interested in outsourcing only those that result in an optimal deployment. Due to the diversity of the enterprise QoS requirements, the heterogeneity of resources offered by the cloud federation and the large number of possible configurations in a configurable process model, finding the optimal process variant deployment becomes a highly challenging problem. In this paper, we propose a novel approach to solve this problem through a binary/(0-1) linear program with a quadratic objective function under a set of constraints pertinent to both the enterprise and cloud federation requirements. Our prototypical implementation demonstrates the feasibility and the results of our experiments highlight the effectiveness of our proposed solution.

Original languageEnglish
Title of host publicationProceedings - 2016 IEEE International Conference on Services Computing, SCC 2016
EditorsJia Zhang, John A. Miller, Xiaofei Xu
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages34-41
Number of pages8
ISBN (Electronic)9781509026289
DOIs
Publication statusPublished - 31 Aug 2016
Event13th IEEE International Conference on Services Computing, SCC 2016, with the 2016 IEEE International Conference on Web Services, ICWS 2016, IEEE International Conference on Cloud Computing, CLOUD 2016, IEEE International Congress on Big Data, BigData Congress 2016, IEEE International Conference on Mobile Services, MS 2016, and IEEE World Congress on Services, SERVICES 2016 - San Francisco, United States
Duration: 27 Jun 2016 → 2 Jul 2016

Publication series

NameProceedings - 2016 IEEE International Conference on Services Computing, SCC 2016

Conference

Conference13th IEEE International Conference on Services Computing, SCC 2016, with the 2016 IEEE International Conference on Web Services, ICWS 2016, IEEE International Conference on Cloud Computing, CLOUD 2016, IEEE International Congress on Big Data, BigData Congress 2016, IEEE International Conference on Mobile Services, MS 2016, and IEEE World Congress on Services, SERVICES 2016
Country/TerritoryUnited States
CitySan Francisco
Period27/06/16 → 2/07/16

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