Mathematical Programming Approach for Revenue Maximization in Cloud Federations

Makhlouf Hadji, Djamal Zeghlache

Research output: Contribution to journalArticlepeer-review

Abstract

This paper assesses the benefits of cloud federation for cloud providers. Outsourcing and insourcing are explored as means to maximize the revenues of the providers involved in the federation. An exact method using a linear integer program is proposed to optimize the partitioning of the incoming workload across the federation members. A pricing model is suggested to enable providers to set their offers dynamically and achieve highest revenues. The conditions leading to highest gains are identified and the benefits of cloud federation are quantified.

Original languageEnglish
Pages (from-to)99-111
Number of pages13
JournalIEEE Transactions on Cloud Computing
Volume5
Issue number1
DOIs
Publication statusPublished - 1 Jan 2017
Externally publishedYes

Keywords

  • Cloud federation
  • linear integer programming
  • mathematical programming
  • pricing
  • resource allocation

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