Traffic-Adaptive Inter Wavelength Load Balancing for TWDM PON

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Memon K. A., Zhang Q., Butt R. A., Mohammadani K. H., Faheem M., ul Ain N., ...Daha Fazla

IEEE PHOTONICS JOURNAL, cilt.12, sa.1, 2020 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 12 Sayı: 1
  • Basım Tarihi: 2020
  • Doi Numarası: 10.1109/jphot.2019.2962498
  • Dergi Adı: IEEE PHOTONICS JOURNAL
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus, Communication Abstracts, Compendex, INSPEC, Directory of Open Access Journals
  • Abdullah Gül Üniversitesi Adresli: Evet

Özet

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.