| A comprehensive survey on machine learning for networking: evolution, applications and research opportunities R Boutaba, MA Salahuddin, N Limam, S Ayoubi, N Shahriar, ... Journal of Internet Services and Applications 9 (1), 1-99, 2018 | 1266 | 2018 |
| Machine learning for cognitive network management S Ayoubi, N Limam, MA Salahuddin, N Shahriar, R Boutaba, ... IEEE Communications Magazine 56 (1), 158-165, 2018 | 255 | 2018 |
| Assessing software service quality and trustworthiness at selection time N Limam, R Boutaba IEEE transactions on software engineering 36 (4), 559-574, 2010 | 206 | 2010 |
| A look behind the curtain: traffic classification in an increasingly encrypted web I Akbari, MA Salahuddin, L Ven, N Limam, R Boutaba, B Mathieu, ... Proceedings of the ACM on Measurement and Analysis of Computing Systems 5 (1 …, 2021 | 81 | 2021 |
| Re-architecting NFV ecosystem with microservices: State of the art and research challenges SR Chowdhury, MA Salahuddin, N Limam, R Boutaba IEEE Network 33 (3), 168-176, 2019 | 80 | 2019 |
| BotChase: Graph-based bot detection using machine learning A Abou Daya, MA Salahuddin, N Limam, R Boutaba IEEE Transactions on Network and Service Management 17 (1), 15-29, 2020 | 71 | 2020 |
| A graph-based machine learning approach for bot detection A Abou Daya, MA Salahuddin, N Limam, R Boutaba 2019 IFIP/IEEE symposium on integrated network and service management (IM …, 2019 | 67 | 2019 |
| A machine learning approach for rdp-based lateral movement detection T Bai, H Bian, A Abou Daya, MA Salahuddin, N Limam, R Boutaba 2019 IEEE 44th Conference on Local Computer Networks (LCN), 242-245, 2019 | 53 | 2019 |
| ATMoS: Autonomous threat mitigation in SDN using reinforcement learning I Akbari, E Tahoun, MA Salahuddin, N Limam, R Boutaba NOMS 2020-2020 IEEE/IFIP Network Operations and Management Symposium, 1-9, 2020 | 50 | 2020 |
| OSDA: Open service discovery architecture for efficient cross-domain service provisioning N Limam, J Ziembicki, R Ahmed, Y Iraqi, DT Li, R Boutaba, F Cuervo Computer Communications 30 (3), 546-563, 2007 | 46 | 2007 |
| Resource and service discovery in large-scale multi-domain networks R Ahmed, N Limam, J Xiao, Y Iraqi, R Boutaba IEEE Communications Surveys & Tutorials 9 (4), 2-30, 2007 | 45 | 2007 |
| Uncovering lateral movement using authentication logs H Bian, T Bai, MA Salahuddin, N Limam, A Abou Daya, R Boutaba IEEE Transactions on Network and Service Management 18 (1), 1049-1063, 2021 | 36 | 2021 |
| Rdp-based lateral movement detection using machine learning T Bai, H Bian, MA Salahuddin, A Abou Daya, N Limam, R Boutaba Computer communications 165, 9-19, 2021 | 33 | 2021 |
| Deep learning for encrypted traffic classification in the face of data drift: An empirical study N Malekghaini, E Akbari, MA Salahuddin, N Limam, R Boutaba, ... Computer Networks 225, 109648, 2023 | 30 | 2023 |
| Service naming in large-scale and multi-domain networks R Ahmed, R Boutaba, F Cuervo, Y Iraqi, T Li, N Limam, J Xiao, J Ziembicki IEEE Communications Surveys & Tutorials 7 (3), 38-54, 2005 | 23 | 2005 |
| Host in danger? detecting network intrusions from authentication logs H Bian, T Bai, MA Salahuddin, N Limam, A Abou Daya, R Boutaba 2019 15th International Conference on Network and Service Management (CNSM), 1-9, 2019 | 19 | 2019 |
| Service discovery protocols: A comparative study R Ahmed, R Boutaba, F Cuervo, Y Iraqi, D Li, N Limam, J Xiao, ... Proceedings of IM, 15-18, 2005 | 18 | 2005 |
| Traffic classification in an increasingly encrypted web I Akbari, MA Salahuddin, L Ven, N Limam, R Boutaba, B Mathieu, ... Communications of the ACM 65 (10), 75-83, 2022 | 17 | 2022 |
| Managing virtualized networks and services with machine learning R Boutaba, N Shahriar, MA Salahuddin, N Limam Communication Networks and Service Management in the Era of Artificial …, 2021 | 15 | 2021 |
| QoS and reputation-aware service selection N Limam, R Boutaba NOMS 2008-2008 IEEE Network Operations and Management Symposium, 403-410, 2008 | 15 | 2008 |
Raouf BoutabaProfessor of Computer Science, University of WaterlooDirección de correo verificada de uwaterloo.ca