{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,25]],"date-time":"2025-06-25T04:12:09Z","timestamp":1750824729702,"version":"3.41.0"},"reference-count":20,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEICE Trans. Commun."],"published-print":{"date-parts":[[2018]]},"DOI":"10.1587\/transcom.2017ebt0001","type":"journal-article","created":{"date-parts":[[2017,8,6]],"date-time":"2017-08-06T22:05:04Z","timestamp":1502057104000},"page":"538-547","source":"Crossref","is-referenced-by-count":9,"title":["Separating Predictable and Unpredictable Flows via Dynamic Flow Mining for Effective Traffic Engineering"],"prefix":"10.23919","volume":"E101.B","author":[{"given":"Yousuke","family":"TAKAHASHI","sequence":"first","affiliation":[{"name":"NTT Communications Corporation"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Keisuke","family":"ISHIBASHI","sequence":"additional","affiliation":[{"name":"NTT Network Technology Laboratories, NTT Corporation"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Masayuki","family":"TSUJINO","sequence":"additional","affiliation":[{"name":"NTT Network Technology Laboratories, NTT Corporation"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Noriaki","family":"KAMIYAMA","sequence":"additional","affiliation":[{"name":"Faculty of Engineering, Fukuoka University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kohei","family":"SHIOMOTO","sequence":"additional","affiliation":[{"name":"Faculty of Knowledge Engineering, Tokyo City University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tatsuya","family":"OTOSHI","sequence":"additional","affiliation":[{"name":"Graduate School of Information Science and Technology, Osaka University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuichi","family":"OHSITA","sequence":"additional","affiliation":[{"name":"Graduate School of Information Science and Technology, Osaka University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Masayuki","family":"MURATA","sequence":"additional","affiliation":[{"name":"Graduate School of Information Science and Technology, Osaka University"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"1","doi-asserted-by":"crossref","unstructured":"[1] Y. Takahashi, K. Ishibashi, M. Tsujino, N. Kamiyama, K. Shiomoto, T. Otoshi, Y. Ohsita, and M. Murata, \u201cSeparating predictable and unpredictable flows via dynamic flow mining for effective traffic engineering,\u201d Proc. IEEE ICC, July 2016. 10.1109\/icc.2016.7511371","DOI":"10.1109\/ICC.2016.7511371"},{"key":"2","doi-asserted-by":"publisher","unstructured":"[2] N. McKeown, T. Anderson, H. Balakrishnan, G. Parulkar, L. Peterson, J. Rexford, S. Shenker, and J. Turner, \u201cOpenFlow: Enabling innovation in campus networks,\u201d ACM SIGCOMM Computer Communication Review, vol.38, no.2, pp.69-74, April 2008. 10.1145\/1355734.1355746","DOI":"10.1145\/1355734.1355746"},{"key":"3","unstructured":"[3] \u201cOpenFlow switch specification v1.4.0,\u201d Oct. 2013."},{"key":"4","doi-asserted-by":"publisher","unstructured":"[4] N. Wang, K. Ho, G. Pavlou, and M. Howarth, \u201cAn overview of routing optimization for internet traffic engineering,\u201d IEEE Commun. Surveys Tuts., vol.10, no.1, pp.36-56, April 2008. 10.1109\/comst.2008.4483669","DOI":"10.1109\/COMST.2008.4483669"},{"key":"5","doi-asserted-by":"publisher","unstructured":"[5] T. Otoshi, Y. Ohsita, M. Murata, Y. Takahashi, K. Ishibashi, and K. Shiomoto, \u201cTraffic prediction for dynamic traffic engineering,\u201d Computer Networks, vol.85, pp.36-50, July 2015. 10.1016\/j.comnet.2015.05.001","DOI":"10.1016\/j.comnet.2015.05.001"},{"key":"6","doi-asserted-by":"publisher","unstructured":"[6] C. Katris and S. Daskalaki, \u201cComparing forecasting approaches for Internet traffic,\u201d Expert Systems with Applications, vol.42, no.21, pp.8172-8183, Nov. 2015. 10.1016\/j.eswa.2015.06.029","DOI":"10.1016\/j.eswa.2015.06.029"},{"key":"7","doi-asserted-by":"crossref","unstructured":"[7] D. Applegate and E. Cohen, \u201cMaking intra-domain routing robust to changing and uncertain traffic demands: Understanding fundamental tradeoffs,\u201d Proc. ACM SIGCOMM, pp.313-324, Aug. 2003. 10.1145\/863955.863991","DOI":"10.1145\/863989.863991"},{"key":"8","doi-asserted-by":"publisher","unstructured":"[8] M. Antic, N. Maksic, P. Knezevic, and A. Smiljanic, \u201cTwo phase load balanced routing using OSPF,\u201d IEEE J. Sel. Areas. Commun., vol.28, no.1, pp.51-59, Jan. 2010. 10.1109\/jsac.2010.100106","DOI":"10.1109\/JSAC.2010.100106"},{"key":"9","unstructured":"[9] \u201cInternet2 data,\u201d available from http:\/\/internet2.edu\/observatory\/archive\/data-collections.html"},{"key":"10","doi-asserted-by":"publisher","unstructured":"[10] Y. Hu, D.-M. Chiu, and J.C.S. Lui, \u201cEntropy based adaptive flow aggregation,\u201d IEEE\/ACM Trans. Netw., vol.17, no.3, pp.698-711, June 2009. 10.1109\/tnet.2008.2002560","DOI":"10.1109\/TNET.2008.2002560"},{"key":"11","doi-asserted-by":"crossref","unstructured":"[11] Y. Zhang, S. Singh, S. Sen, N. Duffield, and C. Lund, \u201cOnline identification of hierarchical heavy hitters,\u201d Proc. ACM IMC, pp.101-114, Oct. 2004. 10.1145\/1028788.1028802","DOI":"10.1145\/1028788.1028802"},{"key":"12","doi-asserted-by":"crossref","unstructured":"[12] N. Kamiyama, Y. Takahashi, K. Ishibashi, K. Shiomoto, T. Otoshi, Y. Ohsita, and M. Murata, \u201cFlow aggregation for traffic engineering,\u201d Proc. IEEE GLOBECOM, pp.1936-1941, Dec. 2014. 10.1109\/glocom.2014.7037091","DOI":"10.1109\/GLOCOM.2014.7037091"},{"key":"13","doi-asserted-by":"publisher","unstructured":"[13] B. Fortz, J. Rexford, and M. Thorup, \u201cTraffic engineering with traditional IP routing protocols,\u201d IEEE Commun. Mag., vol.40, no.10, pp.118-124, Oct. 2002. 10.1109\/mcom.2002.1039866","DOI":"10.1109\/MCOM.2002.1039866"},{"key":"14","unstructured":"[14] A. Elwalid, C. Jin, S. Low, and I. Widjaja, \u201cMATE: MPLS adaptive traffic engineering,\u201d IEEE INFOCOM2001, 2001. 10.1109\/infcom.2001.916625"},{"key":"15","doi-asserted-by":"publisher","unstructured":"[15] S. Jain, M. Zhu, J. Zolla, U. H\u00f6lzle, S. Stuart, A. Vahdat, A. Kumar, S. Mandal, J. Ong, L. Poutievski, A. Singh, S. Venkata, J. Wanderer, and J. Zhou, \u201cB4: Experience with a globally deployed software defined WAN,\u201d Proc. ACM SIGCOMM, pp.3-14, Aug. 2013. 10.1145\/2534169.2486019","DOI":"10.1145\/2534169.2486019"},{"key":"16","doi-asserted-by":"publisher","unstructured":"[16] C.-Y. Hong, S. Kandula, R. Mahajan, M. Zhang, V. Gill, M. Nanduri, and R. Wattenhofer, \u201cAchieving high utilization with software-driven WAN,\u201d Proc. ACM SIGCOMM, pp.15-26, Aug. 2013. 10.1145\/2534169.2486012","DOI":"10.1145\/2534169.2486012"},{"key":"17","doi-asserted-by":"crossref","unstructured":"[17] D. Mitra and K.G. Ramakrishnan, \u201cA case study of multiservice, multipriority traffic engineering design for data networks,\u201d Proc. IEEE GLOBECOM, pp.1077-1083, Dec. 1999. 10.1109\/glocom.1999.830281","DOI":"10.1109\/GLOCOM.1999.830281"},{"key":"18","unstructured":"[18] B. Pfaff, et al., \u201cExtending networking into the virtualization layer,\u201d Proc. ACM SIGCOMM Workshop on Hot Topics in Networking, Oct. 2009."},{"key":"19","doi-asserted-by":"crossref","unstructured":"[19] P.J. Brockwell and R.A. Davis, Introduction to Time Series and Forecasting, Springer, 2002. 10.1007\/b97391","DOI":"10.1007\/b97391"},{"key":"20","doi-asserted-by":"crossref","unstructured":"[20] F.A. Gers, D. Eck, and J. Schmidhuber, \u201cApplying LSTM to time series predictable through time-window approaches,\u201d Proc. Neural Nets WIRN Vietri-01, pp.193-200, Springer, May 2001. 10.1007\/978-1-4471-0219-9_20","DOI":"10.1007\/978-1-4471-0219-9_20"}],"container-title":["IEICE Transactions on Communications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.jstage.jst.go.jp\/article\/transcom\/E101.B\/2\/E101.B_2017EBT0001\/_pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,24]],"date-time":"2025-06-24T20:46:55Z","timestamp":1750798015000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.jstage.jst.go.jp\/article\/transcom\/E101.B\/2\/E101.B_2017EBT0001\/_article"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"references-count":20,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2018]]}},"URL":"https:\/\/doi.org\/10.1587\/transcom.2017ebt0001","relation":{},"ISSN":["0916-8516","1745-1345"],"issn-type":[{"type":"print","value":"0916-8516"},{"type":"electronic","value":"1745-1345"}],"subject":[],"published":{"date-parts":[[2018]]}}}