Monchai Bunyakitanon

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 7

Top Topics

Resource Allocation

Network Services

Reinforcement Learning

Latent Variables

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Monchai Bunyakitanon, Xenofon Vasilakos, Reza Nejabati, Dimitra Simeonidou
HELICON: Orchestrating low-latent & load-balanced Virtual Network Functions. ICC (2022)
Xenofon Vasilakos, Monchai Bunyakitanon, Reza Nejabati, Dimitra Simeonidou
Towards Low-latent & Load-balanced VNF Placement with Hierarchical Reinforcement Learning. MeditCom (2021)
Yu Bi, Carlos Colman Meixner, Monchai Bunyakitanon, Xenofon Vasilakos, Reza Nejabati, Dimitra Simeonidou
Multi-Objective Deep Reinforcement Learning Assisted Service Function Chains Placement. IEEE Trans. Netw. Serv. Manag. 18 (4) (2021)
Monchai Bunyakitanon, Aloizio Pereira da Silva, Xenofon Vasilakos, Reza Nejabati, Dimitra Simeonidou
Auto-3P: An autonomous VNF performance prediction & placement framework based on machine learning. Comput. Networks 181 (2020)
Monchai Bunyakitanon, Xenofon Vasilakos, Reza Nejabati, Dimitra Simeonidou
End-to-End Performance-Based Autonomous VNF Placement With Adopted Reinforcement Learning. IEEE Trans. Cogn. Commun. Netw. 6 (2) (2020)
Aloizio P. Silva, Monchai Bunyakitanon, Raquel Frizera Vassallo, Reza Nejabati, Dimitra Simeonidou
An Open 5G NFV Platform for Smart City Applications Using Network Softwarization. WCNC Workshops (2019)
Yu Bi, Monchai Bunyakitanon, Navdeep Uniyal, Anderson Bravalheri, Abubakar Siddique Muqaddas, Reza Nejabati, Dimitra Simeonidou
Distributed Online Resource Allocation Using Congestion Game for 5G Virtual Network Services. GLOBECOM (2019)