Liang Ma
Liang Ma
AI Research Scientist at Dataminr
Verified email at dataminr.com - Homepage
Title
Cited by
Cited by
Year
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
832013
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
712013
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
612014
Monitor Placement for Maximal Identifiability in Network Tomography
L Ma, T He, KK Leung, A Swami, D Towsley
IEEE INFOCOM, 1447-1455, 2014
532014
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
522014
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
442016
Monitoring dynamic networks
NV Desai, T He, L Ma
US Patent 9,843,485, 2017
382017
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
302015
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
262017
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
232018
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
172016
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
162019
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
152016
Link Identifiability in Communication Networks with Two Monitors
L Ma, T He, KK Leung, A Swami, D Towsley
IEEE Globecom, 1535-1540, 2013
152013
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
132019
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
102019
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
102019
Neural network tomography
L Ma, Z Zhang, M Srivatsa
arXiv preprint arXiv:2001.02942, 2020
62020
How advantageous is it? An analytical study of controller-assisted path construction in distributed SDN
Z Zhang, L Ma, KK Leung, F Le, S Kompella, L Tassiulas
IEEE/ACM Transactions on Networking 27 (4), 1643-1656, 2019
62019
Graphical approach for influence maximization in social networks under generic threshold-based non-submodular model
L Ma, G Cao, L Kaplan
2017 IEEE International conference on big data (Big Data), 970-975, 2017
62017
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