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ECAI 2006

Distributed Log-Based Reconciliation

Conference Paper Constraints and Search Artificial Intelligence

Abstract

Computer Supported Cooperative Work (CSCW) defines software tools and technology to support groups of people working together on a project, often at different sites [5]. In this work, we present four distributed algorithms for log-based reconciliation, an important NP-hard problem occurring in CSCW. Our methods remove the classical drawbacks of centralized systems like single point of failure, performance bottleneck and loss of autonomy. The problem is formalized using the Distributed Constraint Satisfaction paradigm (DisCSP). In the worst case, the message passing complexity of our methods range from O(p 2 ) to O(2 p ) in a system of p nodes. Experimental results confirm our theoretical analysis and allow us to establish quality and efficiency trade-off for each method.

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Context

Venue
European Conference on Artificial Intelligence
Archive span
1982-2025
Indexed papers
5223
Paper id
17382081537244402