@inproceedings{34340be8480f414696639503223d6525,
title = "DATALITE: A Distributed Architecture for Traffic Analysis via Light-weight Traffic digEst",
abstract = "In this paper, we propose DATALITE, a Distributed Architecture for Traffic Analysis via Lightweight Traffic digEst, which introduces a set of new distributed algorithms and protocols to support general Traffic Measurement and Analysis (TMA) functions for large-scale, 10Gbps+ packet-switched networks. We formulate the network-wide traffic measurement/analysis problem as a series of set-cardinality-determination (SCD) problems. By leveraging recent advances in probabilistic distinct sample counting techniques, the set-cardinalities, and thus, the network-wide traffic measurements of interest can be computed in a distributed manner via the exchange of extremely light-weight traffic digests (TD's) amongst the network nodes. A TD for N packets only requires O(loglog N) bits of memory storage.",
keywords = "Digest, Traceback, Traffic Measurement and Analysis",
author = "Lau, {Wing Cheong} and Murali Kodialam and Lakshman, {T. V.} and Chao, {H. Jonathan}",
year = "2007",
doi = "10.1109/BROADNETS.2007.4550492",
language = "English (US)",
isbn = "1424414334",
series = "Proceedings of the 4th International Conference on Broadband Communications, Networks, Systems, BroadNets",
pages = "622--630",
booktitle = "Proceedings of the 4th International Conference on Broadband Communications, Networks, Systems, BroadNets",
note = "4th International Conference on Broadband Communications, Networks, Systems, BroadNets ; Conference date: 10-09-2007 Through 14-09-2007",
}