Beyond 5G multi-tenant private networks integrating Cellular, WiFi, and LiFi, Powered by ARtificial Intelligence and Intent Based PolicY

Research output

Research output per year 2021 2022 2023 2023

• 4 Article (Academic Journal)
• 1 Conference Contribution (Conference Proceeding)
• 1 Conference Paper

Research output per year

Research output per year

Search results

• 2023

  NLP Powered Intent Based Network Management for Private 5G Networks

  Mcnamara, J., Camps-Mur, D., Goodarzi, M., Frank, H., Chinchilla-Romero, L., Cañellas, F., Fernández-Fernández, A. & Yan, S., 10 Apr 2023, In: IEEE Access. 11, p. 36642-36657 16 p.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  • Network Management 100%
  • Use Case 100%
  • Natural Language Processing 100%
  • 5G Mobile Communication 100%
  • Simplifies 50%
  17 Citations (Scopus)
• 2022

  DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multi-Server Edge Computing Networks

  Li, H., Assis, K., Yan, S. & Simeonidou, D., 18 Jul 2022, In: IEEE Transactions on Network and Service Management. 19, 4, p. 4151 - 4164

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  File

  • Deep Reinforcement Learning 100%
  • Edge Computing 100%
  • Task Offloading 100%
  • Computing Resource 40%
  • Energy Consumption 40%
  39 Citations (Scopus)

  417 Downloads (Pure)

• Techno-Economic Analysis of 5G Non-Public Network Architectures

  Frank, H., Colman Meixner, C. E., Assis, K., Yan, S. & Simeonidou, D., 1 Jul 2022, (E-pub ahead of print) In: IEEE Access. 10, p. 70204-70218 15 p.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  File

  • Network Architecture 100%
  • Public Networks 100%
  • Specific Industry 100%
  • Economic Analysis 100%
  • Cost Saving 33%
  27 Citations (Scopus)

  1738 Downloads (Pure)
• 2021

  Deep Reinforcement Learning-Based Policy for Baseband Function Placement and Routing of RAN in 5G and Beyond

  Gao, Z., Yan, S., Zhang, J., Han, B., Wang, Y., Xiao, Y., Simeonidou, D. & Ji, Y., 9 Sept 2021, (E-pub ahead of print) In: Journal of Lightwave Technology. 1 p.

  Research output: Contribution to journal › Article (Academic Journal) › peer-review

  Open Access

  File

  • Deep Reinforcement Learning 100%
  • Integer-Linear Programming 33%
  • Fast Convergence 16%
  • Programming Model 16%
  • Algorithm Converges 16%
  22 Citations (Scopus)

  290 Downloads (Pure)