No free lunch for avoiding clustering vulnerabilities in distributed systems
Pheerawich Chitnelawong,
Andrei A. Klishin,
Norman Mackay
et al.
Abstract:Emergent design failures are ubiquitous in complex systems, and often arise when system elements cluster. Approaches to systematically reduce clustering could improve a design’s resilience, but reducing clustering is difficult if it is driven by collective interactions among design elements. Here, we use techniques from statistical physics to identify mechanisms by which spatial clusters of design elements emerge in complex systems modelled by heterogeneous networks. We find that, in addition to naive, attract… Show more
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