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 | 969 | 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 | 218 | 2018 |
Assessing software service quality and trustworthiness at selection time N Limam, R Boutaba IEEE transactions on software engineering 36 (4), 559-574, 2010 | 201 | 2010 |
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 | 56 | 2020 |
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 | 56 | 2019 |
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 | 51 | 2019 |
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 |
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 | 36 | 2021 |
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 | 36 | 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 | 32 | 2020 |
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 | 22 | 2005 |
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 | 18 | 2021 |
Service discovery protocols: A comparative study R Ahmed, R Boutaba, F Cuervo, Y Iraqi, T Li, N Limam, J Xiao, J Ziembicki Proceedings of IM, 15-18, 2005 | 18 | 2005 |
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 | 17 | 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 |
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 | 10 | 2021 |
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 | 10 | 2019 |
Guest editorial special issue on advances in artificial intelligence and machine learning for networking P Chemouil, P Hui, W Kellerer, N Limam, R Stadler, Y Wen IEEE Journal on Selected Areas in Communications 38 (10), 2229-2233, 2020 | 9 | 2020 |
Service management in secure and QoS-aware wireless enterprise networks N Limam, J Rotrou, M Loutrel, L Ouakil, H Saleh, G Pujolle IEEE Journal on Selected Areas in Communications 23 (10), 1950-1962, 2005 | 9 | 2005 |