The Budgeted Maximum Coverage Problem in Partially Deployed Software Defined Networks

Binayak Kar, Eric Hsiao Kuang Wu, Ying-Dar Lin

Research output: Contribution to journalArticlepeer-review

19 Scopus citations

Abstract

Due to the large installed base of distributed legacy networks, software defined networking (SDN) nodes may be required to coexist with legacy nodes to form hybrid networks. It has been shown that such a hybrid network has better performance than a pure legacy network due to smarter transmission scheduling. Despite such advantages, limited budgets continue to hinder the rapid adaptation of SDNs. Only a part of the network can be upgraded at a time especially for large-scale networks. In this paper, we define the minimum percentage of SDN nodes in a path, and paths with at least one SDN node, as the hop coverage and path coverage, respectively. We intend to evaluate the relationship between cost and coverage in the partially deployed SDNs. We formulate SDN node selection as four optimization problems with hop/path coverage and cost as objectives and constraints, respectively, and vice-versa. We propose two heuristic solutions: 1) maximum number of uncovered path first (MUcPF) and 2) maximum number of minimum hop covered path first (MMHcPF), to these NP-hard problems. Through a MATLAB experiment, we show that MUcPF is significantly better in terms of economy and efficiency to establish a hybrid path between every pair of hosts in the network. In particular, it required 5%-15% less investment to achieve 100% path coverage compared to other algorithms. The results show the coverage consistency of MMHcPF on each individual path along with gains in terms of cost and efficiency. It takes 5%-20% less investment to achieve certain hop coverage target compared to other existing algorithms.

Original languageEnglish
Article number7580723
Pages (from-to)394-406
Number of pages13
JournalIEEE Transactions on Network and Service Management
Volume13
Issue number3
DOIs
StatePublished - 1 Sep 2016

Keywords

  • Partially deployed SDN
  • SDN coverage
  • deployment cost
  • hybrid path

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