{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T14:30:58Z","timestamp":1740148258354,"version":"3.37.3"},"reference-count":20,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2018,9,1]],"date-time":"2018-09-01T00:00:00Z","timestamp":1535760000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Serv. Manage."],"published-print":{"date-parts":[[2018,9]]},"DOI":"10.1109\/tnsm.2018.2828704","type":"journal-article","created":{"date-parts":[[2018,4,19]],"date-time":"2018-04-19T18:07:56Z","timestamp":1524161276000},"page":"934-945","source":"Crossref","is-referenced-by-count":5,"title":["Principal Component-Based Approach for Profile Optimization Algorithms in DOCSIS 3.1"],"prefix":"10.1109","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4517-0017","authenticated-orcid":false,"given":"Mahdi","family":"Ben Ghorbel","sequence":"first","affiliation":[]},{"given":"Brian","family":"Berscheid","sequence":"additional","affiliation":[]},{"given":"Ebrahim","family":"Bedeer","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3377-7831","authenticated-orcid":false,"given":"Md. Jahangir","family":"Hossain","sequence":"additional","affiliation":[]},{"given":"Colin","family":"Howlett","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6310-8236","authenticated-orcid":false,"given":"Julian","family":"Cheng","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","first-page":"69","article-title":"A clustering-based approach for low-complexity adaptive profile selection in DOCSIS 3.1","author":"ghorbel","year":"2016","journal-title":"Proc 28th Biennial Symp Commun (BSC)"},{"doi-asserted-by":"publisher","key":"ref11","DOI":"10.1109\/ICCW.2015.7247181"},{"doi-asserted-by":"publisher","key":"ref12","DOI":"10.1109\/ISIT.2016.7541420"},{"year":"2017","journal-title":"Cable Modem Operations Support System Interface Specification","key":"ref13"},{"doi-asserted-by":"publisher","key":"ref14","DOI":"10.1017\/CBO9780511805967"},{"key":"ref15","first-page":"45","article-title":"On the complexity of clustering problems","author":"brucker","year":"1978","journal-title":"Proc Workshop Held Univ Bonn Optim Oper Res"},{"doi-asserted-by":"publisher","key":"ref16","DOI":"10.1007\/s10994-009-5103-0"},{"doi-asserted-by":"publisher","key":"ref17","DOI":"10.1109\/TIT.2009.2021326"},{"doi-asserted-by":"publisher","key":"ref18","DOI":"10.1002\/9781118445112.stat06472"},{"doi-asserted-by":"publisher","key":"ref19","DOI":"10.1109\/TIT.1982.1056489"},{"year":"2017","journal-title":"Data-Over-Cable Service Interface Specifications (DOCSIS&#x00AE; 3 1) Physical Layer Specification","key":"ref4"},{"year":"2014","author":"al-banna","journal-title":"The Spectral Efficiency of DOCSIS 3 1 Systems","key":"ref3"},{"key":"ref6","first-page":"485","article-title":"The power of DOCSIS 3.1 downstream profiles","author":"chapman","year":"2013","journal-title":"Spring Technical Forum Proceedings"},{"year":"2017","journal-title":"Data-Over-Cable Service Interface Specifications (DOCSIS&#x00AE; 3 1) MAC and Upper Layer Protocols Interface Specification","key":"ref5"},{"key":"ref8","first-page":"130","article-title":"Applications of machine learning in cable access networks","author":"sundaresan","year":"2016","journal-title":"Spring Technical Forum Proceedings"},{"doi-asserted-by":"publisher","key":"ref7","DOI":"10.1109\/MCOM.2015.7060491"},{"year":"2017","author":"jump","journal-title":"Introduction to DOCSIS 3 1","key":"ref2"},{"year":"2014","journal-title":"New Generation of DOCSIS Technology","key":"ref1"},{"key":"ref9","first-page":"219","article-title":"DOCSIS 3.1 profile management application and algorithms","author":"white","year":"2016","journal-title":"Spring Technical Forum Proceedings"},{"key":"ref20","first-page":"1027","article-title":"K-means++: The advantages of careful seeding","author":"arthur","year":"2007","journal-title":"Proc 18th Annu ACM-SIAM Symp Discr Algorithms (SODA)"}],"container-title":["IEEE Transactions on Network and Service Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4275028\/8457428\/08341764.pdf?arnumber=8341764","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T10:24:14Z","timestamp":1643192654000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8341764\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9]]},"references-count":20,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tnsm.2018.2828704","relation":{},"ISSN":["1932-4537","2373-7379"],"issn-type":[{"type":"electronic","value":"1932-4537"},{"type":"electronic","value":"2373-7379"}],"subject":[],"published":{"date-parts":[[2018,9]]}}}