Traffic-Adaptive Inter Wavelength Load Balancing for TWDM PON

dc.contributor.author Memon, Kamran Ali
dc.contributor.author Zhang, Qi
dc.contributor.author Butt, Rizwan Aslam
dc.contributor.author Mohammadani, Khalid Hussain
dc.contributor.author Faheem, Muhammad
dc.contributor.author ul Ain, Noor
dc.contributor.author Tian, Feng
dc.contributor.author Xin, Xiangjun
dc.contributor.authorID 0000-0003-4628-4486 en_US
dc.contributor.authorID 0000-0003-1353-2586 en_US
dc.contributor.authorID 0000-0002-7640-9772 en_US
dc.contributor.authorID 0000-0002-4784-0918 en_US
dc.contributor.department AGÜ, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü en_US
dc.date.accessioned 2021-01-18T09:26:01Z
dc.date.available 2021-01-18T09:26:01Z
dc.date.issued 2020 en_US
dc.description This work is supported by Natural National Science Foundation of China (NSFC) under Grants 61727817/61425022/61522501/61605013/61875248/61307086/61475024/61672290/61475094/61675030; in part by the National High Technology 863 Program of China under Grants 2015AA015501 and 2015AA015502, and in part by the Fund of State Key Laboratory of IPOC (BUPT). en_US
dc.description.abstract This study presents a dynamic inter wavelength migration scheme for the optical network units (ONUs) employing linear regression machine learning method to equalize the traffic volume on all the wavelengths in time and wavelength division multiplexed passive optical network (TWDM PON). The proposed traffic-adaptive wavelength and bandwidth assignment (TA-WBA) scheme not only decreases upstream traffic delays but also offers 2.3% and 30% less delay on the wavelengths balancing the excessive load and 7% less upstream bandwidth waste, when evaluated against other load-balancing scheme. en_US
dc.description.sponsorship National Natural Science Foundation of China (NSFC) 61727817/61425022/61522501/61605013/61875248/61307086/61475024/61672290/61475094/61675030 National High Technology Research and Development Program of China 2015AA015501 2015AA015502 Fund of State Key Laboratory of IPOC (BUPT) en_US
dc.identifier.issn 1943-0647
dc.identifier.issn 1943-0655
dc.identifier.issue 1 en_US
dc.identifier.uri https://hdl.handle.net/20.500.12573/450
dc.identifier.volume Volume: 12 en_US
dc.language.iso eng en_US
dc.publisher IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 445 HOES LANE, PISCATAWAY, NJ 08855-4141 USA en_US
dc.relation.isversionof 10.1109/JPHOT.2019.2962498 en_US
dc.relation.journal IEEE PHOTONICS JOURNAL en_US
dc.relation.publicationcategory Makale - Uluslararası - Editör Denetimli Dergi en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.subject TWDM PON en_US
dc.subject traffic-adaptive en_US
dc.subject load balancing en_US
dc.subject ITU compliant en_US
dc.subject DWBA en_US
dc.subject PLOAM en_US
dc.subject US traffic delay en_US
dc.subject bandwidth utilization en_US
dc.title Traffic-Adaptive Inter Wavelength Load Balancing for TWDM PON en_US
dc.type article en_US

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