| End-to-end performance-based autonomous VNF placement with adopted reinforcement learning M Bunyakitanon, X Vasilakos, R Nejabati, D Simeonidou IEEE Transactions on Cognitive Communications and Networking 6 (2), 534-547, 2020 | 68 | 2020 |
| Multi-objective deep reinforcement learning assisted service function chains placement Y Bi, CC Meixner, M Bunyakitanon, X Vasilakos, R Nejabati, ... IEEE Transactions on Network and Service Management 18 (4), 4134-4150, 2021 | 42 | 2021 |
| Auto-3P: An autonomous VNF performance prediction & placement framework based on machine learning M Bunyakitanon, AP Da Silva, X Vasilakos, R Nejabati, D Simeonidou Computer Networks 181, 107433, 2020 | 21 | 2020 |
| Towards low-latent & load-balanced vnf placement with hierarchical reinforcement learning X Vasilakos, M Bunyakitanon, R Nejabati, D Simeonidou 2021 IEEE International Mediterranean Conference on Communications and …, 2021 | 8 | 2021 |
| Distributed online resource allocation using congestion game for 5G virtual network services Y Bi, M Bunyakitanon, N Uniyal, A Bravalheri, A Muqaddas, R Nejabati, ... 2019 IEEE Global Communications Conference (GLOBECOM), 1-7, 2019 | 7 | 2019 |
| HELICON: Orchestrating low-latent & load-balanced virtual network functions M Bunyakitanon, X Vasilakos, R Nejabati, D Simeonidou ICC 2022-IEEE International Conference on Communications, 353-358, 2022 | 6 | 2022 |
| An open 5g nfv platform for smart city applications using network softwarization AP Silva, M Bunyakitanon, RF Vassallo, R Nejabati, D Simeonidou 2019 IEEE Wireless Communications and Networking Conference Workshop (WCNCW …, 2019 | 4 | 2019 |
| Performance Measurement of Live Migration Algorithms M Bunyakitanon, M Peng | 4 | 2014 |
| Autonomous service management of virtual network functions migration and placement for end-to-end advanced wireless communication (5G) M Bunyakitanon University of Bristol, 2021 | | 2021 |
| Autonomous service management of virtual network functions migration and M Bunyakitanon Optimization 119 (121), 26, 0 | | |