Distributed Online Resource Allocation Using Congestion Game for 5G Virtual Network Services. - Yu Bi; Monchai Bunyakitanon; Navdeep Uniyal; Anderson Bravalheri; Abubakar Siddique Muqaddas; Reza Nejabati; Dimitra Simeonidou (GLOBECOM, 2019)

An Open 5G NFV Platform for Smart City Applications Using Network Softwarization. - Aloizio P. Silva; Monchai Bunyakitanon; Raquel Frizera Vassallo; Reza Nejabati; Dimitra Simeonidou (WCNC Workshops, 2019)

Auto-3P: An autonomous VNF performance prediction & placement framework based on machine learning. - Monchai Bunyakitanon; Aloizio Pereira da Silva; Xenofon Vasilakos; Reza Nejabati; Dimitra Simeonidou (Comput. Networks, 2020)

End-to-End Performance-Based Autonomous VNF Placement With Adopted Reinforcement Learning. - Monchai Bunyakitanon; Xenofon Vasilakos; Reza Nejabati; Dimitra Simeonidou (IEEE Trans. Cogn. Commun. Netw., 2020)

Towards Low-latent & Load-balanced VNF Placement with Hierarchical Reinforcement Learning. - Xenofon Vasilakos; Monchai Bunyakitanon; Reza Nejabati; Dimitra Simeonidou (MeditCom, 2021)

Multi-Objective Deep Reinforcement Learning Assisted Service Function Chains Placement. - Yu Bi; Carlos Colman Meixner; Monchai Bunyakitanon; Xenofon Vasilakos; Reza Nejabati; Dimitra Simeonidou (IEEE Trans. Netw. Serv. Manag., 2021)

HELICON: Orchestrating low-latent & load-balanced Virtual Network Functions. - Monchai Bunyakitanon; Xenofon Vasilakos; Reza Nejabati; Dimitra Simeonidou (ICC, 2022)