{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,22]],"date-time":"2025-11-22T11:13:58Z","timestamp":1763810038423,"version":"3.40.3"},"publisher-location":"Cham","reference-count":13,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030190620"},{"type":"electronic","value":"9783030190637"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","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":[[2019]]},"DOI":"10.1007\/978-3-030-19063-7_22","type":"book-chapter","created":{"date-parts":[[2019,5,22]],"date-time":"2019-05-22T18:20:03Z","timestamp":1558549203000},"page":"267-278","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Optimized Routing in Software Defined Networks \u2013 A Reinforcement Learning Approach"],"prefix":"10.1007","author":[{"given":"Tahira","family":"Mahboob","sequence":"first","affiliation":[]},{"given":"Young Rok","family":"Jung","sequence":"additional","affiliation":[]},{"given":"Min Young","family":"Chung","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,5,23]]},"reference":[{"issue":"1","key":"22_CR1","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1109\/JPROC.2014.2371999","volume":"103","author":"D Kreutz","year":"2015","unstructured":"Kreutz, D., Ramos, F.M., Verissimo, P.E., Rothenberg, C.E., Azodolmolky, S., Uhlig, S.: Software-defined networking: a comprehensive survey. Proc. IEEE 103(1), 14\u201376 (2015). \n                    https:\/\/doi.org\/10.1109\/JPROC.2014.2371999","journal-title":"Proc. IEEE"},{"key":"22_CR2","unstructured":"Open Networking Foundation (ONF). \n                    https:\/\/www.opennetworking.org\/\n                    \n                  . Accessed 16 Nov 2018"},{"key":"22_CR3","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1016\/j.comnet.2017.12.011","volume":"132","author":"M Huang","year":"2018","unstructured":"Huang, M., Liang, W., Xu, Z., Xu, W., Guo, S., Xu, Y.: Online unicasting and multicasting in software-defined networks. Comput. Netw. 132, 26\u201339 (2018)","journal-title":"Comput. Netw."},{"issue":"6","key":"22_CR4","doi-asserted-by":"publisher","first-page":"3670","DOI":"10.1109\/TNET.2017.2751251","volume":"25","author":"M Shafiee","year":"2017","unstructured":"Shafiee, M., Ghaderi, J.: A simple congestion-aware algorithm for load balancing in datacenter networks. IEEE\/ACM Trans. Netw. 25(6), 3670\u20133682 (2017). \n                    https:\/\/doi.org\/10.1109\/TNET.2017.2751251","journal-title":"IEEE\/ACM Trans. Netw."},{"key":"22_CR5","doi-asserted-by":"crossref","unstructured":"Agarwal, S., Kodialam, M., Lakshman, T.V.: Traffic engineering in software defined networks. In: 2013 IEEE Proceedings of International Conference on Computer Communications, IEEE INFOCOM, Turin, Italy, pp. 2211\u20132219. IEEE, April 2013","DOI":"10.1109\/INFCOM.2013.6567024"},{"key":"22_CR6","doi-asserted-by":"crossref","unstructured":"Forster, A., Murphy, A.L.: FROMS: feedback routing for optimizing multiple sinks in WSN with reinforcement learning. In: 3rd International Conference on Intelligent Sensors, Sensor Networks and Information, ISSNIP, Melbourne, Australia, pp. 371\u2013376. IEEE, December 2007","DOI":"10.1109\/ISSNIP.2007.4496872"},{"key":"22_CR7","unstructured":"Haeri, S.: Applications of reinforcement learning to routing and virtualization in computer networks. Doctoral dissertation, Applied Sciences: School of Engineering Science, Fraser University, Burnaby, Canada (2016)"},{"issue":"10","key":"22_CR8","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1109\/MCOM.2016.7588274","volume":"54","author":"JL Martins","year":"2016","unstructured":"Martins, J.L., Campos, N.: Short-sighted routing, or when less is more. IEEE Commun. Mag. 54(10), 82\u201388 (2016)","journal-title":"IEEE Commun. Mag."},{"key":"22_CR9","unstructured":"Watkins, C.J.C.H.: Learning from delayed rewards. Doctoral dissertation, King\u2019s College, Cambridge (1989)"},{"key":"22_CR10","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1007\/11564096_32","volume-title":"Machine Learning: ECML 2005","author":"Martin Riedmiller","year":"2005","unstructured":"Riedmiller, M.: Neural fitted Q iteration\u2013first experiences with a data efficient neural reinforcement learning method. In: European Conference on Machine Learning, pp. 317\u2013328. Springer, Heidelberg, October 2005"},{"key":"22_CR11","doi-asserted-by":"crossref","unstructured":"Cohen, R., Lewin-Eytan, L., Naor, J.S., Raz, D.: On the effect of forwarding table size on SDN network utilization. In: 2014 IEEE Proceedings of International Conference on Computer Communications, IEEE INFOCOM, , Toronto, Canada, pp. 1734\u20131742. IEEE (2014)","DOI":"10.1109\/INFOCOM.2014.6848111"},{"key":"22_CR12","volume-title":"A First Course in Stochastic Processes","author":"S Karlin","year":"2014","unstructured":"Karlin, S.: A First Course in Stochastic Processes. Academic Press, Cambridge (2014)"},{"key":"22_CR13","volume-title":"Queueing Systems, Volume 2: Computer Applications","author":"L Kleinrock","year":"1976","unstructured":"Kleinrock, L.: Queueing Systems, Volume 2: Computer Applications. Wiley, New York (1976)"}],"container-title":["Advances in Intelligent Systems and Computing","Proceedings of the 13th International Conference on Ubiquitous Information Management and Communication (IMCOM) 2019"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-19063-7_22","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,5]],"date-time":"2019-08-05T01:06:42Z","timestamp":1564967202000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-19063-7_22"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030190620","9783030190637"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-19063-7_22","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"23 May 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IMCOM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Ubiquitous Information Management and Communication","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Phuket","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Thailand","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 January 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 January 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"imcom2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/imcom.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}