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Issue No. 06 - June (2013 vol. 62)
ISSN: 0018-9340
pp: 1207-1220
George Pavlou , University College London, London
Stuart Clayman , University College London, London
Richard G. Clegg , University College London, London
Lefteris Mamatas , University College London, London
Alex Galis , University College London, London
ABSTRACT
This paper addresses the problem of provisioning management/monitoring nodes within highly dynamic network environments, particularly virtual networks. In a network, where nodes and links may be spontaneously created and destroyed (perhaps rapidly) there is a need for stable and responsive management and monitoring, which does not create a large load (in terms of traffic or processing) for the system. A subset of nodes has to be chosen for management/monitoring, each of which will manage a subset of the nodes in the network. A new, simple, and locally optimal greedy algorithm called Pressure is provided for choice of node position to minimize traffic. This algorithm is combined with a system for predicting the lifespan of nodes, and a tunable parameter is also given so that a system operator could express a preference for elected nodes to be chosen to reduce traffic, to be "stable,” or some compromise between these positions. The combined algorithm called PressureTime is lightweight and could be run in a distributed manner. The resulting algorithms are tested both in simulation and in a testbed environment of virtual routers. They perform well, both at reducing traffic and at choosing long lifespan nodes.
INDEX TERMS
Monitoring, Context, Estimation, Computer architecture, Prediction algorithms, Ad hoc networks, Mobile computing, computer systems architecture, Network monitoring, network management
CITATION
George Pavlou, Stuart Clayman, Richard G. Clegg, Lefteris Mamatas, Alex Galis, "On the Selection of Management/Monitoring Nodes in Highly Dynamic Networks", IEEE Transactions on Computers, vol. 62, no. , pp. 1207-1220, June 2013, doi:10.1109/TC.2012.67
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