Towards efficient operation of internet data center networks: Joint data placement and flow control for cost optimization

Abdallah Khreishah, Jacob Chakareski, Ammar Gharaibeh, Issa Khalil, Ali Diabat

Research output: Contribution to journalArticle

Abstract

The problem of cost-efficient operation of data center networks used to deliver file sharing services is studied. The aggregate costs are split into server-load-related and link-load-related shares. Thus, the problem of interest is formulated as one of joint data placement and flow control, and mixed integer-linear programming is used to compute the optimal solution. The high complexity of the latter motivated us to design two additional sets of strategies, based on data coding and heuristics, respectively. With coding, a distributed algorithm for the problem is developed. In the simulation experiments, carried out based on actual data center information, network topology and link cost, as well as electricity prices, the advantages of data coding, in particular in the context of multicast, and the impact of different factors such as the network topology and service popularity, on the total cost incurred by all considered strategies, are examined. Network coding with multicast is shown to provide cost savings in the order of 30–80%, depending on the specific context under consideration, relative to the other optimization strategies and heuristic methods examined in this work.

Original languageEnglish (US)
Pages (from-to)83-98
Number of pages16
JournalSimulation Modelling Practice and Theory
Volume64
DOIs
StatePublished - 2016

Keywords

  • Cost efficiency
  • Data placement
  • Internet datacenter networks

ASJC Scopus subject areas

  • Software
  • Modeling and Simulation
  • Hardware and Architecture

Fingerprint Dive into the research topics of 'Towards efficient operation of internet data center networks: Joint data placement and flow control for cost optimization'. Together they form a unique fingerprint.

  • Cite this