Title :
Resource Allocation for Virtual Routers through Non-Cooperative Games
Author :
Seddiki, M. Said ; Frikha, Mounir
Author_Institution :
MEDIATRON Lab., Univ. of Carthage - Tunis, Tunis, Tunisia
fDate :
July 30 2012-Aug. 2 2012
Abstract :
Resource allocation in a virtualized environment is a difficult task. It is seen as an optimization problem to maximize the utilization of physical resources. In this paper, we present a non- cooperative game for concurrent instances of a virtual router in order to better allocate the router´s physical resources. We use a market-based approach and game theory to maximize the utilization of router´s resources. We propose a mechanism based on proportional-share market mechanism. Our approach consists of resource allocation approach to adjust allocating the router´s resources to different virtual routers in order to satisfy their throughput requirements. This helps to reduce the complexity of network management and avoid performance problems between the logical and the physical configuration of the router. In the proposed game, the virtual routers bid for multiple resources and receive a fraction of these resources. We present an algorithm that aims to efficiently choose the best bids for each virtual router. Results obtained are then given in order to highlight the fair distribution of the resources among the pool of concurrent virtual routers.
Keywords :
computational complexity; computer network management; game theory; optimisation; telecommunication network routing; virtualisation; complexity reduction; concurrent virtual routers; game theory; market-based approach; network management; noncooperative games; optimization problem; physical resource utilization; proportional-share market mechanism; resource allocation; virtualized environment; Computer architecture; Delay; Dynamic scheduling; Games; Nash equilibrium; Prediction algorithms; Resource management;
Conference_Titel :
Computer Communications and Networks (ICCCN), 2012 21st International Conference on
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1543-2
DOI :
10.1109/ICCCN.2012.6289214