Risk Driven Semantic P2P Service Retrieval

Matthias Klusch, Ulrich Basters

In: Alberto Montresor , Adam Wierzbicki , Nahid Shahmehri (Hrsg.). Proceedings of the 6th IEEE International Conference on Peer-to-Peer Computing. IEEE International Conference on Peer-to-Peer Computing (P2P-2006) 6th October 2-4 Cambridge United Kingdom Seiten 161-170 ISBN 0-7695-2679-9 IEEE Computer Society 2006.


In this paper, we present a novel approach, named RS2D, to risk driven semantic service query routing in unstructured, so called pure P2P networks. Following the RS2D protocol, each peer dynamically learns about the query answering behavior of its direct neighbours, without prior knowledge on the semantic overlay. The decision to whom to forward a given service request is then driven by the estimated mixed individual Bayes' conditional risk of routing failure in terms of both semantic loss and high communication costs. The results of our experimental evaluation of retrieval performance and robustness show that RS2D top performs compared to other relevant systems

Deutsches Forschungszentrum für Künstliche Intelligenz
German Research Center for Artificial Intelligence