{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T05:48:11Z","timestamp":1743140891598,"version":"3.40.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319288642"},{"type":"electronic","value":"9783319288659"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-28865-9_10","type":"book-chapter","created":{"date-parts":[[2016,1,23]],"date-time":"2016-01-23T03:40:02Z","timestamp":1453520402000},"page":"175-192","source":"Crossref","is-referenced-by-count":4,"title":["TADOOP: Mining Network Traffic Anomalies with Hadoop"],"prefix":"10.1007","author":[{"given":"Geng","family":"Tian","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhiliang","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xia","family":"Yin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zimu","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xingang","family":"Shi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ziyi","family":"Lu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chao","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yang","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dan","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"10_CR1","doi-asserted-by":"crossref","unstructured":"Lakhina, A., Crovella, M., Diot, C.: Mining anomalies using traffic feature distributions. In: Proceedings of the 2005 Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications (SIGCOMM 2005), pp. 217\u2013228. ACM, New York (2005)","DOI":"10.1145\/1080091.1080118"},{"key":"10_CR2","doi-asserted-by":"crossref","unstructured":"Gu, Y., McCallum, A., Towsley, D.: Detecting anomalies in network traffic using maximum entropy estimation. In: Proceedings of the 5th ACM SIGCOMM Conference on Internet Measurement, IMC 2005, pp. 32\u201332. USENIX Association, Berkeley (2005)","DOI":"10.1145\/1330107.1330148"},{"key":"10_CR3","doi-asserted-by":"crossref","unstructured":"Nychis, G., Sekar, V., Andersen, D.G., Kim, H., Zhang, H.: An empirical evaluation of entropy-based traffic anomaly detection. In: Proceedings of the 8th ACM SIGCOMM Conference on Internet Measurement, pp. 151\u2013156. ACM (2008)","DOI":"10.1145\/1452520.1452539"},{"key":"10_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1007\/978-3-642-00975-4_24","volume-title":"Passive and Active Network Measurement","author":"B Tellenbach","year":"2009","unstructured":"Tellenbach, B., Burkhart, M., Sornette, D., Maillart, T.: Beyond shannon: characterizing internet traffic with generalized entropy metrics. In: Moon, S.B., Teixeira, R., Uhlig, S. (eds.) PAM 2009. LNCS, vol. 5448, pp. 239\u2013248. Springer, Heidelberg (2009)"},{"key":"10_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"465","DOI":"10.1007\/978-3-662-45237-0_43","volume-title":"Computer Information Systems and Industrial Management","author":"P Berezi\u0144ski","year":"2014","unstructured":"Berezi\u0144ski, P., Szpyrka, M., Jasiul, B., Mazur, M.: Network anomaly detection using parameterized entropy. In: Saeed, K., Sn\u00e1\u0161el, V. (eds.) CISIM 2014. LNCS, vol. 8838, pp. 465\u2013478. Springer, Heidelberg (2014)"},{"issue":"1","key":"10_CR6","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1145\/1327452.1327492","volume":"51","author":"J Dean","year":"2008","unstructured":"Dean, J., Ghemawat, S.: Mapreduce: Simplified data processing on large clusters. Commun. ACM 51(1), 107\u2013113 (2008)","journal-title":"Commun. ACM"},{"key":"10_CR7","unstructured":"Apache hadoop (2014). \n                    http:\/\/hadoop.apache.org"},{"issue":"1","key":"10_CR8","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1145\/2427036.2427038","volume":"43","author":"Y Lee","year":"2013","unstructured":"Lee, Y., Lee, Y.: Toward scalable internet traffic measurement and analysis with hadoop. SIGCOMM Comput. Commun. Rev. 43(1), 5\u201313 (2013)","journal-title":"SIGCOMM Comput. Commun. Rev."},{"key":"10_CR9","doi-asserted-by":"crossref","unstructured":"Zhang, L., Wang, J., Lin, S.: Design of the network traffic anomaly detection system in cloud computing environment. In: 2012 International Symposium on Information Science and Engineering (ISISE), pp. 16\u201319. IEEE (2012)","DOI":"10.1109\/ISISE.2012.13"},{"key":"10_CR10","unstructured":"Hodge, V.J., Jackson, T., Austin, J.: A hadoop-based framework for parallel and distributed feature selection (2013)"},{"issue":"1","key":"10_CR11","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1109\/SURV.2013.052213.00046","volume":"16","author":"M Bhuyan","year":"2014","unstructured":"Bhuyan, M., Bhattacharyya, D., Kalita, J.: Network anomaly detection: Methods, systems and tools. IEEE Communications Surveys Tutorials 16(1), 303\u2013336 (2014)","journal-title":"IEEE Communications Surveys Tutorials"},{"key":"10_CR12","doi-asserted-by":"crossref","unstructured":"Fontugne, R., Mazel, J., Fukuda, K.: Hashdoop: a mapreduce framework for network anomaly detection. In: 2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), pp. 494\u2013499, April 2014","DOI":"10.1109\/INFCOMW.2014.6849281"},{"issue":"12","key":"10_CR13","doi-asserted-by":"publisher","first-page":"1034","DOI":"10.1109\/LCOMM.2007.070761","volume":"11","author":"A Ziviani","year":"2007","unstructured":"Ziviani, A., Gomes, A.T.A., Monsores, M., Rodrigues, P.: Network anomaly detection using nonextensive entropy. IEEE Communications Letters 11(12), 1034\u20131036 (2007)","journal-title":"IEEE Communications Letters"},{"key":"10_CR14","doi-asserted-by":"crossref","unstructured":"Wang, Z., Yang, J., Li, F.: An on-line anomaly detection method based on a new stationary metric-entropy-ratio. In: 2014 IEEE 13th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), pp. 90\u201397. IEEE (2014)","DOI":"10.1109\/TrustCom.2014.16"},{"issue":"1\u20132","key":"10_CR15","doi-asserted-by":"publisher","first-page":"479","DOI":"10.1007\/BF01016429","volume":"52","author":"C Tsallis","year":"1988","unstructured":"Tsallis, C.: Possible generalization of boltzmann-gibbs statistics. Journal of Statistical Physics 52(1\u20132), 479\u2013487 (1988)","journal-title":"Journal of Statistical Physics"},{"issue":"1","key":"10_CR16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1590\/S0103-97331999000100002","volume":"29","author":"C Tsallis","year":"1999","unstructured":"Tsallis, C.: Nonextensive statistics: theoretical, experimental and computational evidences and connections. Brazilian Journal of Physics 29(1), 1\u201335 (1999)","journal-title":"Brazilian Journal of Physics"},{"issue":"3","key":"10_CR17","doi-asserted-by":"publisher","first-page":"371","DOI":"10.1016\/S0960-0779(01)00019-4","volume":"13","author":"C Tsallis","year":"2002","unstructured":"Tsallis, C.: Entropic nonextensivity: a possible measure of complexity. Chaos, Solitons & Fractals 13(3), 371\u2013391 (2002)","journal-title":"Chaos, Solitons & Fractals"},{"key":"10_CR18","unstructured":"IPFIX library (2014). \n                    http:\/\/libipfix.sourceforge.net\/"},{"key":"10_CR19","doi-asserted-by":"crossref","unstructured":"Tian, G., Wang, Z., Yin, X., Li, Z., Shi, X., Lu, Z., Zhou, C., Yu, Y., Guo, Y.: Mining network traffic anomaly based on adjustable piecewise entropy. In: IEEE\/ACM International Symposium on Quality of Service (IWQoS), June 2015","DOI":"10.1109\/IWQoS.2015.7404749"}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","Security and Privacy in Communication Networks"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-28865-9_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T07:19:08Z","timestamp":1559373548000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-28865-9_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319288642","9783319288659"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-28865-9_10","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"type":"print","value":"1867-8211"},{"type":"electronic","value":"1867-822X"}],"subject":[],"published":{"date-parts":[[2015]]}}}