0000000000586655

AUTHOR

T. Keltanen

showing 2 related works from this author

P2PRealm - Peer-to-Peer Network Simulator

2006

Peer-to-peer realm (P2PRealm) is an efficient peer-to-peer network simulator for studying algorithms based on neural networks. In contrast to many simulators, which emphasize on detailed network simulation, the speed of simulation in P2PRealm is essential, because neural networks require a time consuming training phase. Efficiency has been obtained by optimizing training loops inside the simulator, using Java native interface (JNI) as well as distributing the simulator to hundreds of workstations using the P2PDisCo platform. In this paper we describe the architecture of P2PRealm and its input/output interfaces. Also, we present the mechanisms used for internally optimizing the implementatio…

JavaComputer architecture simulatorWorkstationArtificial neural networkComputer scienceJava Native InterfaceDistributed computingPeer-to-peercomputer.software_genreNetwork simulationlaw.inventionvertaisverkkosimulaattorilawcomputerPower system simulator for engineeringcomputer.programming_language2006 11th Intenational Workshop on Computer-Aided Modeling, Analysis and Design of Communication Links and Networks
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Topology management in unstructured P2P networks using neural networks

2007

Resource discovery is an essential problem in peer-to-peer networks since there is no centralized index in which to look for information about resources. In a pure P2P network peers act as servers and clients at the same time and in the Gnutella network for example, peers know only their neighbors. In addition to developing different kinds of resource discovery algorithms, one approach is to study the different topologies or structures of the P2P network. In many cases topology management is based on either technical characteristics of the peers or their interests based on the previous resource queries. In this paper, we propose a topology management algorithm which does not predetermine fa…

Intelligent computer networkArtificial neural networkComputer sciencebusiness.industryDistributed computingServerLogical topologyNetwork topologybusinessNetwork management stationNetwork simulationNetwork formationComputer network2007 IEEE Congress on Evolutionary Computation
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