Title
Optimization of SDN Flow Operations in Multi-Failure Restoration Scenarios.
Abstract
Flexible network configuration in software-defined networks makes it possible to dynamically restore flows. To this end, network devices carry out flow operations (i.e., adding or removing flow-entries to/from the flow-tables) to re-route the disrupted flows. Current flow restoration techniques do not consider the number of operations, and hence, are inefficient in disaster scenarios. We aim to minimize the number of operations in such cases and formulate integer programs to find a path: 1) with the lowest path cost requiring up to a given number of operations; 2) requiring the fewest possible operations; and 3) with a Dijkstra-like path cost requiring minimum operations. We study the tradeoff between path cost and the number of operations and prove that the second and third problems are polynomial-time solvable. We propose optimal/suboptimal algorithms with Dijkstra-like complexity that find nearly-optimal solutions. The simulation results show that our methods reduce the number of operations up to 50%, and the best performance is achieved when the number of failed links is small.
Year
DOI
Venue
2016
10.1109/TNSM.2016.2580590
IEEE Trans. Network and Service Management
Keywords
Field
DocType
Optimization,Optical switches,Complexity theory,Simulation,Indexes,Standards
Integer,Mathematical optimization,Optical switch,Computer science,Flow (psychology),Networking hardware,Network configuration,Distributed computing
Journal
Volume
Issue
ISSN
13
3
1932-4537
Citations 
PageRank 
References 
9
0.68
23
Authors
2
Name
Order
Citations
PageRank
Saeed A. Astaneh190.68
Shahram Shah-Heydari2357.62