Distributed Constraint Satisfaction applied to Log-based Reconciliation
Yek Loong Chong and Youssef Hamadi
Abstract
This paper presents four distributed algorithms for log-based reconciliation.
Our methods remove the classical drawbacks of central- ized systems like
single point of failure, performance bottleneck and loss of autonomy. They
are tolerant to failures and allow operations to per- form multi-object updates
without forcing full replication. The prob- lem is formalized using the Distributed
Constraint Satisfaction paradigm (DisCSP). In the worst case, the message
passing complexity of our meth- ods range from O(p 2 ) to O(2 p ) in a system
of p nodes. Experimental results con rm our theoretical analysis and allow
us to establish quality and eÆciency trade-o for each method.