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On the Problem of Over-clustering in Tuple-based Coordination Systems

Mirko Viroli, Matteo Casadei, Ronaldo Menezes, Robert Tolksdorf
When it comes to communication performance, open distributed tuple-space systems depend heavily on the proximity of tuples to processes. Researchers have proposed many approaches for storing tuples in a way that processes benefit from the organization of tuples. Although some progress has been made, most of the proposed solutions fail to address the reverse problem: if most tuples are kept close to processes, the system's robustness is affected---the over-clustering of tuples in particular nodes creates a dependence on that particular node. Hence, we have a dichotomy where it is important to organize tuples in clusters close to processes, but it is equally important to avoid over-clustering. This paper presents a self-organized solution to the tuple distribution problem, in which the possibility of over-clustering is considered.

Presented by Matteo Casadei
First International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2007)
11/07/2007