{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,23]],"date-time":"2025-10-23T21:04:45Z","timestamp":1761253485248,"version":"3.28.0"},"reference-count":26,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,6,1]],"date-time":"2020-06-01T00:00:00Z","timestamp":1590969600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,6,1]],"date-time":"2020-06-01T00:00:00Z","timestamp":1590969600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,6,1]],"date-time":"2020-06-01T00:00:00Z","timestamp":1590969600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,6]]},"DOI":"10.1109\/netsoft48620.2020.9165317","type":"proceedings-article","created":{"date-parts":[[2020,8,12]],"date-time":"2020-08-12T21:29:37Z","timestamp":1597267777000},"page":"92-99","source":"Crossref","is-referenced-by-count":18,"title":["Applying Machine Learning to End-to-end Slice SLA Decomposition"],"prefix":"10.1109","author":[{"given":"Michael","family":"Iannelli","sequence":"first","affiliation":[]},{"given":"Muntasir Raihan","family":"Rahman","sequence":"additional","affiliation":[]},{"given":"Nakjung","family":"Choi","sequence":"additional","affiliation":[]},{"given":"Le","family":"Wang","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"journal-title":"Deep Learning","year":"2016","author":"goodfellow","key":"ref10"},{"key":"ref11","article-title":"Entity embeddings of categorical variables","author":"guo","year":"2016","journal-title":"CoRR abs\/1604 06737"},{"key":"ref12","first-page":"185","author":"gysel","year":"2016","journal-title":"Service cutter A systematic approach to service decomposition"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.2307\/2685478"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2871713"},{"key":"ref15","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2015","journal-title":"cite arxiv 1412 6980Comment Published as a conference paper at the 3rd International Conference for Learning Representations"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/1773912.1773922"},{"key":"ref17","first-page":"286","article-title":"A comparison between one-way delays in operating hspa and lte networks","author":"laner","year":"2012","journal-title":"Modeling and Optimization in Mobile Ad Hoc and Wireless Networks (WiOpt) 2012 10th International Symposium on"},{"journal-title":"A critical review of recurrent neural networks for sequence learning","year":"2015","author":"lipton","key":"ref18"},{"key":"ref19","article-title":"A unified approach to interpreting model predictions","author":"lundberg","year":"2017","journal-title":"CoRR abs\/1705 07874"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/BF01386316"},{"journal-title":"Modularity - Proposal for achieving functional decomposition","year":"2018","key":"ref3"},{"journal-title":"Delay performance in ip routers","year":"2004","author":"carlsson","key":"ref6"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"559","DOI":"10.1080\/14786440109462720","article-title":"on lines and planes of closest fit to systems of points in space","volume":"2","author":"li","year":"1901","journal-title":"The London Edinburgh and Dublin Philosophical Magazine and Journal of Science"},{"key":"ref7","first-page":"1","article-title":"The hadoop distributed file system","author":"chansler","year":"2010","journal-title":"2010 IEEE 26th Symposium on Mass Storage Systems and Technologies (MSST 2010)"},{"journal-title":"Scikit-learn Machine Learning in Python","year":"0","key":"ref2"},{"key":"ref9","first-page":"1504","article-title":"Statistical analysis of packet delays in the internet and its application to playout control for streaming applications","author":"fujimoto","year":"2001","journal-title":"IEICE Transactions on Communications"},{"journal-title":"Kubeflow","year":"0","key":"ref1"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2012.12.033"},{"journal-title":"PyTorch An Imperative Style","year":"2019","author":"paszke","key":"ref22"},{"key":"ref21","first-page":"512","article-title":"Boosting algorithms as gradient descent","author":"mason","year":"1999","journal-title":"Proceedings of the 12th International Conference on Neural Information Processing Systems NIPS'99"},{"journal-title":"Reinforcement Learning An Introduction","year":"2018","author":"sutton","key":"ref24"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/BF00116037"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"1345","DOI":"10.1109\/TKDE.2009.191","article-title":"A survey on transfer learning","volume":"22","author":"yang","year":"2010","journal-title":"IEEE Transactions on knowledge data engineering"},{"journal-title":"Latency and Bandwidth Analysis of LTE for a Smart Grid","year":"2011","author":"xu","key":"ref25"}],"event":{"name":"2020 6th IEEE International Conference on Network Softwarization (NetSoft)","start":{"date-parts":[[2020,6,29]]},"location":"Ghent, Belgium","end":{"date-parts":[[2020,7,3]]}},"container-title":["2020 6th IEEE Conference on Network Softwarization (NetSoft)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9158198\/9165305\/09165317.pdf?arnumber=9165317","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,28]],"date-time":"2022-06-28T21:55:37Z","timestamp":1656453337000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9165317\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,6]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/netsoft48620.2020.9165317","relation":{},"subject":[],"published":{"date-parts":[[2020,6]]}}}