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A Modular Machine Learning System for Flow-Level Traffic Classification in Large Networks.

, , , , , и . ACM Trans. Knowl. Discov. Data, 6 (1): 4:1-4:34 (2012)

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Adolf Erman

Erman Tekkaya

Rolf Erman

Peter Erman

Peter Ermann

 

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HTTP in the home: it is not just about PCs., , и . Comput. Commun. Rev., 41 (1): 90-95 (2011)Identifying diverse usage behaviors of smartphone apps., , , , , и . Internet Measurement Conference, стр. 329-344. ACM, (2011)Monitoring quality-of-experience for operational cellular networks using machine-to-machine traffic., , , , , и . INFOCOM, стр. 1-9. IEEE, (2017)Detecting and localizing end-to-end performance degradation for cellular data services., , , , , и . INFOCOM, стр. 1-9. IEEE, (2016)Offline/realtime traffic classification using semi-supervised learning., , , , и . Perform. Evaluation, 64 (9-12): 1194-1213 (2007)Internet Traffic Identification using Machine Learning., , и . GLOBECOM, IEEE, (2006)Detecting and Localizing End-to-End Performance Degradation for Cellular Data Services., , , , , и . SIGMETRICS, стр. 459-460. ACM, (2015)Traffic classification using clustering algorithms., , и . MineNet, стр. 281-286. ACM, (2006)Fair and optimal resource allocation for LTE multicast (eMBMS): Group partitioning and dynamics., , , , , и . INFOCOM, стр. 1266-1274. IEEE, (2015)To Cache or Not to Cache: The 3G Case., , , , , и . IEEE Internet Comput., 15 (2): 27-34 (2011)