Distributed distance matrix generator based on agents

Authors:
Dejan Mitrović;Zoltan Geler;Mirjana Ivanović
Affiliations:
University of Novi Sad, Trg Dositeja Obradovića, Novi Sad, Serbia;University of Novi Sad, Novi Sad, Serbia;University of Novi Sad, Trg Dositeja Obradovića, Novi Sad, Serbia
Venue:
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Year:
2012

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Abstract

The process of calculating similarities between different time series of a dataset -- i.e. a distance matrix -- is often very time-consuming, but can be sped-up significantly using distributed programming. This paper presents a distributed system for calculating the distance matrix that utilizes the agent technology. Software agents are employed to deal with dynamic properties of the computational network, such as sudden unavailability of a number of computers, as well as for load-balancing and task-sharing.