Traffic-Adaptive Inter Wavelength Load Balancing for TWDM PON
Traffic-Adaptive Inter Wavelength Load Balancing for TWDM PON
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.
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;
Keywords
Twdm Pon, Traffic-Adaptive, Load Balancing, Itu Compliant, DWBA, Ploam, US Traffic Delay, Bandwidth Utilization, And Bandwidth Utilization., traffic-adaptive, Wavelength-division multiplexing, Optical Fiber Communication Technologies, Wavelength, load balancing, TWDM PON, Optical performance monitoring, Engineering, Optical Communication Networks and Energy Efficiency, Load balancing (electrical power), FOS: Electrical engineering, electronic engineering, information engineering, Applied optics. Photonics, Electrical and Electronic Engineering, Dynamic Bandwidth Allocation, Spectrum Allocation, Optoelectronics, Grid, US traffic delay, Computer network, bandwidth utilization, Physics, Wavelength Assignment, Optical Performance Monitoring, Passive optical network, DWBA, Optics, Geology, QC350-467, FOS: Earth and related environmental sciences, Optics. Light, Computer science, PLOAM, TA1501-1820, Microwave Photonics and Optical Access Networks, Physical Sciences, ITU compliant, Passive Optical Network, Adaptive optics, Geodesy
Fields of Science
02 engineering and technology, 0202 electrical engineering, electronic engineering, information engineering
Citation
WoS Q
Scopus Q
OpenCitations Citation Count
7
Source
Volume
12
Issue
1
Start Page
1
End Page
8