{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T00:52:34Z","timestamp":1740099154191,"version":"3.37.3"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030000110"},{"type":"electronic","value":"9783030000127"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-00012-7_5","type":"book-chapter","created":{"date-parts":[[2018,9,12]],"date-time":"2018-09-12T14:15:30Z","timestamp":1536761730000},"page":"44-55","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Fast Detection of Heavy Hitters in Software Defined Networking Using an Adaptive and Learning Method"],"prefix":"10.1007","author":[{"given":"Zhiliang","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Changping","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yang","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xingang","family":"Shi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xia","family":"Yin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiangyuan","family":"Yao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,9,13]]},"reference":[{"key":"5_CR1","unstructured":"The CAIDA UCSD anonymized internet traces 2013. http:\/\/www.caida.org\/data\/passive\/passive_2013_dataset.xml"},{"key":"5_CR2","unstructured":"Django. https:\/\/www.djangoproject.com\/"},{"key":"5_CR3","unstructured":"Openflow. https:\/\/www.opennetworking.org"},{"key":"5_CR4","unstructured":"Pox. https:\/\/github.com\/noxrepo\/pox"},{"key":"5_CR5","unstructured":"sflow. www.sow.org"},{"key":"5_CR6","unstructured":"Software defined networks: the new norm of networks. https:\/\/www.opennetworking.org\/sdn-definition\/"},{"key":"5_CR7","unstructured":"Tcpreply. http:\/\/tcpreplay.synfn.net\/"},{"key":"5_CR8","doi-asserted-by":"crossref","unstructured":"Argyropoulos, C., Kalogeras, D., Androulidakis, G., Maglaris, V.: PaFloMon-a slice aware passive flow monitoring framework for openflow enabled experimental facilities. In: 2012 European Workshop on Software Defined Networking (EWSDN), pp. 97\u2013102. IEEE (2012)","DOI":"10.1109\/EWSDN.2012.13"},{"key":"5_CR9","doi-asserted-by":"crossref","unstructured":"Bandi, N., Metwally, A., Agrawal, D., El Abbadi, A.: Fast data stream algorithms using associative memories. In: Proceedings of the 2007 ACM SIGMOD international conference on Management of data, pp. 247\u2013256. ACM (2007)","DOI":"10.1145\/1247480.1247510"},{"key":"5_CR10","doi-asserted-by":"crossref","unstructured":"Cho, K.: Recursive lattice search: hierarchical heavy hitters revisited. In: Proceedings of the 2017 Internet Measurement Conference, pp. 283\u2013289. ACM (2017)","DOI":"10.1145\/3131365.3131377"},{"key":"5_CR11","unstructured":"Chowdhury, S.R., Bari, M.F., Ahmed, R., Boutaba, R.: Payless: a low cost network monitoring framework for software defined networks. In: Network Operations and Management Symposium (NOMS), 2014 IEEE, pp. 1\u20139. IEEE (2014)"},{"key":"5_CR12","doi-asserted-by":"crossref","unstructured":"Claise, B.: Cisco systems netflow services export version 9 (2004)","DOI":"10.17487\/rfc3954"},{"issue":"1","key":"5_CR13","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/s00778-009-0172-z","volume":"19","author":"G Cormode","year":"2010","unstructured":"Cormode, G., Hadjieleftheriou, M.: Methods for finding frequent items in data streams. VLDB J. 19(1), 3\u201320 (2010)","journal-title":"VLDB J."},{"key":"5_CR14","doi-asserted-by":"crossref","unstructured":"Cormode, G., Johnson, T., Korn, F., Muthukrishnan, S., Spatscheck, O., Srivastava, D.: Holistic UDAFs at streaming speeds. In: Proceedings of the 2004 ACM SIGMOD International Conference on Management of Data, pp. 35\u201346. ACM (2004)","DOI":"10.1145\/1007568.1007575"},{"key":"5_CR15","doi-asserted-by":"crossref","unstructured":"Cormode, G., Korn, F., Muthukrishnan, S., Srivastava, D.: Finding hierarchical heavy hitters in data streams. In: Proceedings 2003 VLDB Conference, pp. 464\u2013475. Elsevier (2003)","DOI":"10.1016\/B978-012722442-8\/50048-3"},{"key":"5_CR16","doi-asserted-by":"crossref","unstructured":"Da Cruz, M.A., e Silva, L.C., Correa, S., Cardoso, K.V.: Accurate online detection of bidimensional hierarchical heavy hitters in software-defined networks. In: 2013 IEEE Latin-America Conference on Communications (LATINCOM), pp. 1\u20136. IEEE (2013)","DOI":"10.1109\/LatinCom.2013.6759835"},{"key":"5_CR17","doi-asserted-by":"crossref","unstructured":"Curtis, A.R., Mogul, J.C., Tourrilhes, J., Yalagandula, P., Sharma, P., Banerjee, S.: DevoFlow: scaling flow management for high-performance networks. In: ACM SIGCOMM Computer Communication Review, vol. 41, pp. 254\u2013265. ACM (2011)","DOI":"10.1145\/2043164.2018466"},{"key":"5_CR18","doi-asserted-by":"crossref","unstructured":"Handigol, N., Heller, B., Jeyakumar, V., Lantz, B., McKeown, N.: Reproducible network experiments using container-based emulation. In: Proceedings of the 8th International Conference on Emerging Networking Experiments and Technologies, pp. 253\u2013264. ACM (2012)","DOI":"10.1145\/2413176.2413206"},{"issue":"4","key":"5_CR19","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1145\/2377677.2377690","volume":"42","author":"F Huici","year":"2012","unstructured":"Huici, F., Di Pietro, A., Trammell, B., Gomez Hidalgo, J.M., Martinez Ruiz, D., d\u2019Heureuse, N.: Blockmon: a high-performance composable network traffic measurement system. ACM SIGCOMM Comput. Commun. Rev. 42(4), 79\u201380 (2012)","journal-title":"ACM SIGCOMM Comput. Commun. Rev."},{"key":"5_CR20","doi-asserted-by":"crossref","unstructured":"Locher, T.: Finding heavy distinct hitters in data streams. In: Proceedings of the Twenty-third Annual ACM Symposium on Parallelism in Algorithms and Architectures, pp. 299\u2013308. ACM (2011)","DOI":"10.1145\/1989493.1989541"},{"key":"5_CR21","unstructured":"Malboubi, M., Wang, L., Chuah, C.N., Sharma, P.: Intelligent SDN based traffic (de) aggregation and measurement paradigm (iSTAMP). In: INFOCOM, 2014 Proceedings IEEE, pp. 934\u2013942. IEEE (2014)"},{"key":"5_CR22","doi-asserted-by":"crossref","unstructured":"Moshref, M., Yu, M., Govindan, R.: Resource\/accuracy tradeoffs in software-defined measurement. In: Proceedings of the Second ACM SIGCOMM Workshop on Hot topics in Software Defined Networking, pp. 73\u201378. ACM (2013)","DOI":"10.1145\/2491185.2491196"},{"key":"5_CR23","doi-asserted-by":"crossref","unstructured":"Shirali-Shahreza, S., Ganjali, Y.: Flexam: flexible sampling extension for monitoring and security applications in openflow. In: Proceedings of the Second ACM SIGCOMM Workshop on Hot topics in Software Defined Networking, pp. 167\u2013168. ACM (2013)","DOI":"10.1145\/2491185.2491215"},{"key":"5_CR24","unstructured":"Su, Z., Wang, T., Xia, Y., Hamdi, M.: Flowcover: Low-cost flow monitoring scheme in software defined networks. In: Global Communications Conference (GLOBECOM), 2014 IEEE, pp. 1956\u20131961. IEEE (2014)"},{"key":"5_CR25","series-title":"Computer Communications and Networks","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1007\/978-1-84882-765-3_11","volume-title":"Algorithms for Next Generation Networks","author":"M Thottan","year":"2010","unstructured":"Thottan, M., Liu, G., Ji, C.: Anomaly detection approaches for communication networks. In: Cormode, G., Thottan, M. (eds.) Algorithms for Next Generation Networks. Computer Communications and Networks, pp. 239\u2013261. Springer, London (2010). https:\/\/doi.org\/10.1007\/978-1-84882-765-3_11"},{"key":"5_CR26","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1007\/978-3-642-12334-4_21","volume-title":"Passive and Active Measurement","author":"A Tootoonchian","year":"2010","unstructured":"Tootoonchian, A., Ghobadi, M., Ganjali, Y.: OpenTM: Traffic matrix estimator for openflow networks. In: Krishnamurthy, A., Plattner, B. (eds.) PAM 2010. LNCS, vol. 6032, pp. 201\u2013210. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-12334-4_21"},{"key":"5_CR27","unstructured":"Van Adrichem, N.L., Doerr, C., Kuipers, F.A.: Opennetmon: network monitoring in openflow software-defined networks. In: Network Operations and Management Symposium (NOMS), 2014 IEEE, pp. 1\u20138. IEEE (2014)"},{"key":"5_CR28","doi-asserted-by":"crossref","unstructured":"Yang, L., Ng, B., Seah, W.K.: Heavy hitter detection and identification in software defined networking. In: 2016 25th International Conference on Computer Communication and Networks (ICCCN), pp. 1\u201310. IEEE (2016)","DOI":"10.1109\/ICCCN.2016.7568527"},{"key":"5_CR29","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1007\/978-3-642-36516-4_4","volume-title":"Passive and Active Measurement","author":"C Yu","year":"2013","unstructured":"Yu, C., Lumezanu, C., Zhang, Y., Singh, V., Jiang, G., Madhyastha, H.V.: FlowSense: monitoring network utilization with zero measurement cost. In: Roughan, M., Chang, R. (eds.) PAM 2013. LNCS, vol. 7799, pp. 31\u201341. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-36516-4_4"},{"key":"5_CR30","unstructured":"Yu, M., Jose, L., Miao, R.: Software defined traffic measurement with opensketch. In: NSDI, vol. 13, pp. 29\u201342 (2013)"},{"issue":"1","key":"5_CR31","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1109\/TNET.2010.2066987","volume":"19","author":"L Yuan","year":"2011","unstructured":"Yuan, L., Chuah, C.N., Mohapatra, P.: ProgME: towards programmable network measurement. IEEE\/ACM Trans. Netw. (TON) 19(1), 115\u2013128 (2011)","journal-title":"IEEE\/ACM Trans. Netw. (TON)"},{"key":"5_CR32","doi-asserted-by":"crossref","unstructured":"Zhang, Y.: An adaptive flow counting method for anomaly detection in SDN. In: Proceedings of the Ninth ACM Conference on Emerging Networking Experiments And Technologies, pp. 25\u201330. ACM (2013)","DOI":"10.1145\/2535372.2535411"}],"container-title":["Lecture Notes in Computer Science","Cloud Computing and Security"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-00012-7_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,24]],"date-time":"2019-10-24T00:01:27Z","timestamp":1571875287000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-00012-7_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030000110","9783030000127"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-00012-7_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"ICCCS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Cloud Computing and Security","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Haikou","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 June 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 June 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"incodldos2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.icccsconf.org\/icccs2018.html","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}