| Monitoring dynamic networks NV Desai, T He, L Ma US Patent 9,843,485, 2017 | 124 | 2017 |
| Efficient identification of additive link metrics via network tomography L Ma, T He, KK Leung, D Towsley, A Swami 2013 IEEE 33rd International Conference on Distributed Computing Systems …, 2013 | 107 | 2013 |
| Identifiability of link metrics based on end-to-end path measurements L Ma, T He, KK Leung, A Swami, D Towsley Proceedings of the 2013 conference on Internet measurement conference, 391-404, 2013 | 87 | 2013 |
| Node failure localization via network tomography L Ma, T He, A Swami, D Towsley, KK Leung, J Lowe Proceedings of the 2014 Conference on Internet Measurement Conference, 195-208, 2014 | 85 | 2014 |
| Inferring Link Metrics From End-To-End Path Measurements: Identifiability and Monitor Placement L Ma, T He, KK Leung, A Swami, D Towsley IEEE/ACM Transaction on Networking, 2014 | 78 | 2014 |
| Network capability in localizing node failures via end-to-end path measurements L Ma, T He, A Swami, D Towsley, KK Leung IEEE/ACM transactions on networking 25 (1), 434-450, 2016 | 69 | 2016 |
| Monitor Placement for Maximal Identifiability in Network Tomography L Ma, T He, KK Leung, A Swami, D Towsley IEEE INFOCOM, 1447-1455, 2014 | 68 | 2014 |
| On optimal monitor placement for localizing node failures via network tomography L Ma, T He, A Swami, D Towsley, KK Leung Performance Evaluation 91, 16-37, 2015 | 51 | 2015 |
| Q-placement: Reinforcement-learning-based service placement in software-defined networks Z Zhang, L Ma, KK Leung, L Tassiulas, J Tucker 2018 IEEE 38th international conference on distributed computing systems …, 2018 | 46 | 2018 |
| Robust and efficient monitor placement for network tomography in dynamic networks T He, A Gkelias, L Ma, KK Leung, A Swami, D Towsley IEEE/ACM Transactions on Networking 25 (3), 1732-1745, 2017 | 45 | 2017 |
| DQ scheduler: Deep reinforcement learning based controller synchronization in distributed SDN Z Zhang, L Ma, K Poularakis, KK Leung, L Wu ICC 2019-2019 IEEE International Conference on Communications (ICC), 1-7, 2019 | 36 | 2019 |
| Learning the optimal synchronization rates in distributed SDN control architectures K Poularakis, Q Qin, L Ma, S Kompella, KK Leung, L Tassiulas IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 1099-1107, 2019 | 34 | 2019 |
| Network tomography: identifiability, measurement design, and network state inference T He, L Ma, A Swami, D Towsley Cambridge University Press, 2021 | 33 | 2021 |
| MACS: Deep reinforcement learning based SDN controller synchronization policy design Z Zhang, L Ma, K Poularakis, KK Leung, J Tucker, A Swami 2019 IEEE 27th International Conference on Network Protocols (ICNP), 1-11, 2019 | 32 | 2019 |
| Service placement for detecting and localizing failures using end-to-end observations T He, N Bartolini, H Khamfroush, IJ Kim, L Ma, T La Porta 2016 IEEE 36th International Conference on Distributed Computing Systems …, 2016 | 30 | 2016 |
| Robust monitor placement for network tomography in dynamic networks T He, L Ma, A Gkelias, KK Leung, A Swami, D Towsley IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer …, 2016 | 21 | 2016 |
| Link Identifiability in Communication Networks with Two Monitors L Ma, T He, KK Leung, A Swami, D Towsley IEEE Globecom, 1535-1540, 2013 | 19 | 2013 |
| Constructing distributed time-critical applications using cognitive enabled services C Simpkin, I Taylor, GA Bent, G de Mel, S Rallapalli, L Ma, M Srivatsa Future Generation Computer Systems 100, 70-85, 2019 | 18 | 2019 |
| Neural network tomography L Ma, Z Zhang, M Srivatsa arXiv preprint arXiv:2001.02942, 2020 | 17 | 2020 |
| GTN-ED: Event detection using graph transformer networks S Dutta, L Ma, TK Saha, D Lu, J Tetreault, A Jaimes arXiv preprint arXiv:2104.15104, 2021 | 14 | 2021 |
Kin K. LeungTanaka Chair Professor, Imperial CollegeVerified email at imperial.ac.uk
