Software defined traffic measurement with OpenSketch
Citations
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Cites background from "Software defined traffic measuremen..."
...The work presented in [111] proposes a software-defined traffic measurement architecture, which separates the measurement data plane from the control...
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1,968 citations
894 citations
Additional excerpts
...leverage the advantages of streaming algorithms [139]....
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513 citations
References
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"Software defined traffic measuremen..." refers background in this paper
..., heavy hitter detection which is important for traffic engineering in data centers [6]), NetFlow collects flow-level counts for sampled packets in the data plane....
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...Another example is heavy hitter detection [8], which is important for traffic engineering in data centers [6]....
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1,344 citations
"Software defined traffic measuremen..." refers background in this paper
...For example, the PCSA sketch (Probabilistic Counting with Stochastic Averaging) [22] provides a way to count the number of unique values of a header field(s) The basic idea is to sample packets into different bins with power-of-two ratios (e....
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...the later three tasks are based on theoretical analysis in [36, 27, 23, 22]....
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...On the other hand bitmaps [43] and the PCSA sketch [22] require a truly random hash function (i....
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1,279 citations
"Software defined traffic measuremen..." refers background in this paper
...As an alternative, many sketch-based streaming algorithms have been proposed in the theoretical research community [7, 12, 46, 8, 20, 47], which provide efficient measurement support for individual management tasks....
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