Abstract | ||
---|---|---|
We introduce a new method for flow size estimation, the Optimised Flow Sampled Sketch, which combines the optimal properties of Flow Sampling with the computational advantages of a counter array sketch. Using Fisher Information as a definitive basis of comparison, we show that it is superior to alternatives in both model and traffic based comparisons. |
Year | DOI | Venue |
---|---|---|
2014 | 10.1145/2663716.2663732 | Internet Measurement Conference |
Keywords | Field | DocType |
network measurement,fisher information,flow size distribution,network monitoring,probabilistic algorithms,ofss,skampling | Data mining,Network measurement,Computer science,Flow (psychology),Control engineering,Fisher information,Artificial intelligence,Sampling (statistics),Machine learning,Sketch | Conference |
Citations | PageRank | References |
1 | 0.36 | 11 |
Authors | ||
2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Paul Tune | 1 | 83 | 8.83 |
Darryl Veitch | 2 | 903 | 84.47 |