Pratchaya Jaisudthi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Reinforcement Learning

Multi Objective Evolutionary

Multi Objective Optimization

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Xenofon Vasilakos, Shadi Moazzeni, Anderson Bravalheri, Pratchaya Jaisudthi, Reza Nejabati, Dimitra Simeonidou
iOn-Profiler: Intelligent Online Multi-Objective VNF Profiling With Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 21 (2) (2024)
Xenofon Vasilakos, Shadi Moazzeni, Anderson Bravalheri, Pratchaya Jaisudthi, Reza Nejabati, Dimitra Simeonidou
iOn-Profiler: intelligent Online multi-objective VNF Profiling with Reinforcement Learning. CoRR (2023)
Nasim Ferdosian, Shadi Moazzeni, Pratchaya Jaisudthi, Yifei Ren, Himanshu Agrawal, Dimitra Simeonidou, Reza Nejabati
Profile-based Data-driven Approach to Analyse Virtualised Network Functions Performance. ISCIT (2023)
Pratchaya Jaisudthi, Shadi Moazzeni, Xenofon Vasilakos, Reza Nejabati, Dimitra Simeonidou
i-Profiler: Towards Multi-Objective Autonomous VNF Profiling with Reinforcement Learning. INFOCOM Workshops (2023)
Reza Nejabati, Shadi Moazzeni, Pratchaya Jaisudthi, Dimitra Simenidou
Zero-Touch Network Orchestration At The Edge. ICCCN (2021)
Shadi Moazzeni, Pratchaya Jaisudthi, Anderson Bravalheri, Navdeep Uniyal, Xenofon Vasilakos, Reza Nejabati, Dimitra Simeonidou
A Novel Autonomous Profiling Method for the Next-Generation NFV Orchestrators. IEEE Trans. Netw. Serv. Manag. 18 (1) (2021)