Congestion Avoidance with Incremental Filter Aggregation in Content-based Routing Networks

Mingwen Chen, Songlin Hu, Vinod Muthusamy, and Hans-Arno Jacobsen.

Middleware Systems Research Group, June 2011.
Pages 1-16.


The subscription covering optimization, whereby a general subscription quenches the forwarding of more specific ones, is a common technique to reduce network traffic and routing state in content-based routing networks. Such optimizations, however, leave the system vulnerable to unsubscriptions that trigger the immediate forwarding of all the subscriptions they had previously quenched. These subscription bursts can severely congest the network, and destabilize the system. This paper presents techniques to retain much of the benefits of subscription covering while avoiding bursty subscription traffic. Heuristics are used to estimate the similarity among subscriptions, and a distributed algorithm determines the portions of a subscription propagation tree that should be preserved. The algorithms have been implemented and evaluated in a real testbed under a variety of conditions including real traces of a distributed workflow engine. The evaluations show that the above mechanisms avoid subscription bursts while maintaining relatively compact routing tables.


Tags: content-based publish/subscribe, content-based routing, padres

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