| A comprehensive survey on machine learning for networking: evolution, applications and research opportunities R Boutaba, MA Salahuddin, N Limam, A Ayoubi, N Shahriar, ... Journal of Internet Services and Applications 9 (1), 16, 2018 | 1256 | 2018 |
| Smart cities: A survey on data management, security, and enabling technologies A Gharaibeh, MA Salahuddin, SJ Hussini, A Khreishah, I Khalil, M Guizani, ... IEEE Communications Surveys & Tutorials 19 (4), 2456-2501, 2017 | 696 | 2017 |
| Software-defined networking for rsu clouds in support of the internet of vehicles MA Salahuddin, A Al-Fuqaha, M Guizani IEEE Internet of Things journal 2 (2), 133-144, 2014 | 261 | 2014 |
| Machine learning for cognitive network management S Ayoubi, N Limam, MA Salahuddin, N Shahriar, R Boutaba, ... IEEE Communications Magazine 56 (1), 158-165, 2018 | 253 | 2018 |
| Softwarization of internet of things infrastructure for secure and smart healthcare MA Salahuddin, A Al-Fuqaha, M Guizani, K Shuaib, F Sallabi Computer 50 (7), 74 - 79, 2017 | 187 | 2017 |
| A survey on replica server placement algorithms for content delivery networks J Sahoo, MA Salahuddin, R Glitho, H Elbiaze, W Ajib IEEE Communications Surveys & Tutorials 19 (2), 1002-1026, 2016 | 130 | 2016 |
| Reinforcement learning for resource provisioning in the vehicular cloud MA Salahuddin, A Al-Fuqaha, M Guizani IEEE Wireless Communications 23 (4), 128-135, 2016 | 125 | 2016 |
| 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 |
| A survey on content placement algorithms for cloud-based content delivery networks MA Salahuddin, J Sahoo, R Glitho, H Elbiaze, W Ajib IEEE Access 6, 91-114, 2017 | 80 | 2017 |
| 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 | 79 | 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 |
| RSU cloud and its resource management in support of enhanced vehicular applications MA Salahuddin, A Al-Fuqaha, M Guizani, S Cherkaoui 2014 IEEE Globecom Workshops (GC Wkshps), 127-132, 2014 | 61 | 2014 |
| A Machine Learning Approach for RDP-based Lateral Movement Detection T Bai, H Bian, A Abou Daya, MA Salahuddin, N Limam, R Boutaba IEEE 44th Conference on Local Computer Networks (LCN), 242-245, 2019 | 53 | 2019 |
| Time-based anomaly detection using autoencoder MA Salahuddin, MF Bari, HA Alameddine, V Pourahmadi, R Boutaba 2020 16th International Conference on Network and Service Management (CNSM), 1-9, 2020 | 52 | 2020 |
| ATMoS: Autonomous Threat Mitigation in SDN using Reinforcement Learning I Akbari, E Tahoun, MA Salahuddin, N Limam, R Boutaba IEEE/IFIP Network Operations and Management Symposium, 2020 | 50 | 2020 |
| Content delivery network security: A survey M Ghaznavi, E Jalalpour, MA Salahuddin, R Boutaba, D Migault, S Preda IEEE Communications Surveys & Tutorials 23 (4), 2166-2190, 2021 | 49 | 2021 |
| Chronos: Ddos attack detection using time-based autoencoder MA Salahuddin, V Pourahmadi, HA Alameddine, MF Bari, R Boutaba IEEE Transactions on Network and Service Management 19 (1), 627-641, 2021 | 49 | 2021 |
| A localization system using wireless network sensors: A comparison of two techniques M Terwilliger, A Gupta, V Bhuse, ZH Kamal, MA Salahuddin Proceedings of the First Workshop on Positioning, Navigation and …, 2004 | 49 | 2004 |
| Wireless Sensor and Mobile Ad-Hoc Networks D Benhaddou, A Al-Fuqaha, A Rafiq Network Traffic Characteristics of Data Centers in the Wild, IMC, 253, 2015 | 38 | 2015 |
Raouf BoutabaProfessor of Computer Science, University of WaterlooVerified email at uwaterloo.ca