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- W2085925581 abstract "Modern Internet routers require powerful forwarding facilities to cope with extremely high rate Forwarding Information Base (FIB) lookups. In general, the FIB is constrained to a small highly efficient but expensive memory. Unfortunately, the BGP route table (RIB) keeps increasing, and this subsequently results in severe FIB inflation at BGP routers. What if we only load a small portion of the RIB into the FIB? Recently the route caching mechanism has been revisited. With such a route caching mechanism, the optimal method is to load in a FIB with popular prefixes which contribute major traffic loads. We propose a prediction based method to catch those popular prefixes with a limited cache size. In this paper, the dynamics of popular prefixes has been studied based on real traffic traces from different ISPs. On applying a GM(1,1) model which is widely applied in grey system control and prediction, we propose a traffic prediction-based route caching method which attempts to bias the cache dump strategy with a range of history to ameliorate the effects of bursts from non-popular prefixes. We also suggest applying FIB aggregation techniques, e.g. Optimal Routing Table Constructor (ORTC) algorithm, to suppress the number of non-popular sub-prefixes of the popular prefixes on route updates. The evaluation of our method is based on simulation over real traffic traces. The simulation shows our prediction-based cache replacement strategy outperforms other cache strategies and matches Internet traffic dynamics very well." @default.
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- W2085925581 date "2012-03-01" @default.
- W2085925581 modified "2023-09-25" @default.
- W2085925581 title "Catching popular prefixes at AS border routers with a prediction based method" @default.
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- W2085925581 doi "https://doi.org/10.1016/j.comnet.2012.01.003" @default.
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