Issue No. 11 - November (2006 vol. 17)
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/TPDS.2006.161
We consider flooding-based resource discovery in distributed systems. With flooding, a node searching for a resource contacts its neighbors in the network, which in turn contact their own neighbors and so on until a node possessing the requested resource is located. Flooding assumes no knowledge about the network topology or the resource distribution thus offering an attractive means for resource discovery in dynamically evolving networks such as peer-to-peer systems. We provide analytical results for the performance of a number of flooding-based approaches that differ in the set of neighbors contacted at each step. The performance metrics we are interested in are the probability of locating a resource and the average number of steps and messages for doing so. We study both uniformly random resource requests and requests in the presence of popular (hot) resources. Our analysis is also extended to take into account the fact that nodes may become unavailable either due to failures or voluntary departures from the system. Our analytical results are validated through simulation
performance evaluation, probability, resource allocation, telecommunication network topology,flooding-based resource discovery, distributed systems, network topology, resource distribution, peer-to-peer systems,Peer to peer computing, Resource management, Floods, Network topology, Performance analysis, Multiagent systems, Measurement, Failure analysis, Computational modeling, Analytical models,Resource discovery, flooding, distributed systems, performance analysis, peer-to-peer systems, multiagent systems.
"On the Performance of Flooding-Based Resource Discovery", IEEE Transactions on Parallel & Distributed Systems, vol. 17, no. , pp. 1242-1252, November 2006, doi:10.1109/TPDS.2006.161