Traffic-Adaptive Inter Wavelength Load Balancing for TWDM PON

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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 Xin, Xiangjun
dc.date.accessioned 2025-09-25T10:59:57Z
dc.date.available 2025-09-25T10:59:57Z
dc.date.issued 2020
dc.description Mohammadani, Khalid/0000-0002-7640-9772; Memon, Dr. Kamran Ali/0000-0003-1353-2586; Phd, Muhammad Faheem,/0000-0003-4628-4486; Butt, Rizwan Aslam/0000-0002-4784-0918; 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 Natural National Science Foundation of China (NSFC) [61727817/61425022/61522501/61605013/61875248/61307086/61475024/61672290/61475094/61675030]; National High Technology 863 Program of China [2015AA015501, 2015AA015502]; Fund of State Key Laboratory of IPOC (BUPT) en_US
dc.description.sponsorship 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.identifier.doi 10.1109/JPHOT.2019.2962498
dc.identifier.issn 1943-0655
dc.identifier.issn 1943-0647
dc.identifier.scopus 2-s2.0-85078864961
dc.identifier.uri https://doi.org/10.1109/JPHOT.2019.2962498
dc.identifier.uri https://hdl.handle.net/20.500.12573/4898
dc.language.iso en en_US
dc.publisher IEEE-Inst Electrical Electronics Engineers Inc en_US
dc.relation.ispartof IEEE Photonics Journal 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
dspace.entity.type Publication
gdc.author.id Mohammadani, Khalid/0000-0002-7640-9772
gdc.author.id Memon, Dr. Kamran Ali/0000-0003-1353-2586
gdc.author.id Phd, Muhammad Faheem,/0000-0003-4628-4486
gdc.author.id Butt, Rizwan Aslam/0000-0002-4784-0918
gdc.author.scopusid 59480210000
gdc.author.scopusid 56162264400
gdc.author.scopusid 54790836600
gdc.author.scopusid 57200645146
gdc.author.scopusid 58648789900
gdc.author.scopusid 59729236700
gdc.author.scopusid 59157649200
gdc.author.wosid Ali, Kamran/Aee-4330-2022
gdc.author.wosid Butt, Rizwan Aslam/Abg-5329-2020
gdc.author.wosid Xin, Xiangjun/B-1339-2012
gdc.author.wosid Mohammadani, Khalid/Aae-9707-2020
gdc.author.wosid Faheem, Muhammad/Abe-4074-2020
gdc.bip.impulseclass C5
gdc.bip.influenceclass C5
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gdc.coar.access open access
gdc.coar.type text::journal::journal article
gdc.collaboration.industrial false
gdc.description.department Abdullah Gül University en_US
gdc.description.departmenttemp [Memon, Kamran Ali; Zhang, Qi; Mohammadani, Khalid Hussain; ul Ain, Noor; Tian, Feng; Xin, Xiangjun] Beijing Univ Posts & Telecommun, Sch Elect Engn, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China; [Butt, Rizwan Aslam] NED Univ Engn, Dept Elect Engn, Karachi, Pakistan; [Faheem, Muhammad] Abdullah Gul Univ, Dept Comp Engn, TR-38080 Kayseri, Turkey en_US
gdc.description.endpage 8
gdc.description.issue 1 en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q2
gdc.description.startpage 1
gdc.description.volume 12 en_US
gdc.description.woscitationindex Science Citation Index Expanded
gdc.description.wosquality Q3
gdc.identifier.openalex W2997728143
gdc.identifier.wos WOS:000510508500001
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gdc.oaire.isgreen true
gdc.oaire.keywords traffic-adaptive
gdc.oaire.keywords Wavelength-division multiplexing
gdc.oaire.keywords Optical Fiber Communication Technologies
gdc.oaire.keywords Wavelength
gdc.oaire.keywords load balancing
gdc.oaire.keywords TWDM PON
gdc.oaire.keywords Optical performance monitoring
gdc.oaire.keywords Engineering
gdc.oaire.keywords Optical Communication Networks and Energy Efficiency
gdc.oaire.keywords Load balancing (electrical power)
gdc.oaire.keywords FOS: Electrical engineering, electronic engineering, information engineering
gdc.oaire.keywords Applied optics. Photonics
gdc.oaire.keywords Electrical and Electronic Engineering
gdc.oaire.keywords Dynamic Bandwidth Allocation
gdc.oaire.keywords Spectrum Allocation
gdc.oaire.keywords Optoelectronics
gdc.oaire.keywords Grid
gdc.oaire.keywords US traffic delay
gdc.oaire.keywords Computer network
gdc.oaire.keywords bandwidth utilization
gdc.oaire.keywords Physics
gdc.oaire.keywords Wavelength Assignment
gdc.oaire.keywords Optical Performance Monitoring
gdc.oaire.keywords Passive optical network
gdc.oaire.keywords DWBA
gdc.oaire.keywords Optics
gdc.oaire.keywords Geology
gdc.oaire.keywords QC350-467
gdc.oaire.keywords FOS: Earth and related environmental sciences
gdc.oaire.keywords Optics. Light
gdc.oaire.keywords Computer science
gdc.oaire.keywords PLOAM
gdc.oaire.keywords TA1501-1820
gdc.oaire.keywords Microwave Photonics and Optical Access Networks
gdc.oaire.keywords Physical Sciences
gdc.oaire.keywords ITU compliant
gdc.oaire.keywords Passive Optical Network
gdc.oaire.keywords Adaptive optics
gdc.oaire.keywords Geodesy
gdc.oaire.popularity 4.4967274E-9
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gdc.oaire.sciencefields 02 engineering and technology
gdc.oaire.sciencefields 0202 electrical engineering, electronic engineering, information engineering
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gdc.openalex.collaboration International
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gdc.opencitations.count 5
gdc.plumx.crossrefcites 3
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