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ORCIDLiang Ma 0002
Person information
- affiliation: IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA
- affiliation (PhD 2014): Imperial College London, UK
Other persons with the same name
- Liang Ma — disambiguation page
- Liang Ma 0001
![[0000-0002-9422-814X]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-9422-814X")
— Tsinghua University, Department of Industrial Engineering, Beijing, China (and 1 more) - Liang Ma 0003 — Politecnico di Torino, Department of Electronics and Telecommunications, Turin, Italy
- Liang Ma 0004 — Zhejiang University, State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Hangzhou, China
- Liang Ma 0005 — Huawei Technology Company, Ltd., Shanghai Institution, China
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Journal Articles
- 2021
[j8]Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le:
More Is Not Always Better: An Analytical Study of Controller Synchronizations in Distributed SDN. IEEE/ACM Trans. Netw. 29(4): 1580-1590 (2021)- 2019
- [j7]Chris Simpkin, Ian J. Taylor, Graham A. Bent, Geeth de Mel, Swati Rallapalli, Liang Ma, Mudhakar Srivatsa:
Constructing distributed time-critical applications using cognitive enabled services. Future Gener. Comput. Syst. 100: 70-85 (2019) - [j6]Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni:
Performance Bounds of Decentralized Search in Expert Networks for Query Answering. ACM Trans. Knowl. Discov. Data 13(2): 18:1-18:23 (2019) - [j5]Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le, Sastry Kompella, Leandros Tassiulas:
How Advantageous Is It? An Analytical Study of Controller-Assisted Path Construction in Distributed SDN. IEEE/ACM Trans. Netw. 27(4): 1643-1656 (2019) - 2017
- [j4]Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung:
Network Capability in Localizing Node Failures via End-to-End Path Measurements. IEEE/ACM Trans. Netw. 25(1): 434-450 (2017) - [j3]Ting He, Athanasios Gkelias, Liang Ma, Kin K. Leung, Ananthram Swami, Don Towsley:
Robust and Efficient Monitor Placement for Network Tomography in Dynamic Networks. IEEE/ACM Trans. Netw. 25(3): 1732-1745 (2017) - 2015
- [j2]Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung:
On optimal monitor placement for localizing node failures via network tomography. Perform. Evaluation 91: 16-37 (2015) - 2014
- [j1]Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley:
Inferring Link Metrics From End-To-End Path Measurements: Identifiability and Monitor Placement. IEEE/ACM Trans. Netw. 22(4): 1351-1368 (2014)
Conference and Workshop Papers
- 2021
- [c19]Paul J. Pritz, Liang Ma, Kin K. Leung:
Jointly-Learned State-Action Embedding for Efficient Reinforcement Learning. CIKM 2021: 1447-1456 - 2020
- [c18]Ziyao Zhang, Liang Ma, Kin K. Leung, Konstantinos Poularakis, Mudhakar Srivatsa:
State Action Separable Reinforcement Learning. IEEE BigData 2020: 123-132 - 2019
- [c17]Swati Rallapalli, Liang Ma, Mudhakar Srivatsa, Ananthram Swami, Heesung Kwon, Graham A. Bent, Christopher Simpkin:
SENSE: Semantically Enhanced Node Sequence Embedding. IEEE BigData 2019: 665-670 - [c16]Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Lingfei Wu:
DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN. ICC 2019: 1-7 - [c15]Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Jeremy Tucker, Ananthram Swami:
MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design. ICNP 2019: 1-11 - [c14]Konstantinos Poularakis, Qiaofeng Qin, Liang Ma, Sastry Kompella, Kin K. Leung, Leandros Tassiulas:
Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures. INFOCOM 2019: 1099-1107 - [c13]Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji, Charu C. Aggarwal:
Efficient Global String Kernel with Random Features: Beyond Counting Substructures. KDD 2019: 520-528 - 2018
- [c12]Ziyao Zhang, Liang Ma, Kin K. Leung, Leandros Tassiulas, Jeremy Tucker:
Q-Placement: Reinforcement-Learning-Based Service Placement in Software-Defined Networks. ICDCS 2018: 1527-1532 - 2016
- [c11]Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni:
Query Answering Efficiency in Expert Networks Under Decentralized Search. CIKM 2016: 2119-2124 - [c10]Ting He, Novella Bartolini, Hana Khamfroush, InJung Kim, Liang Ma, Tom La Porta:
Service Placement for Detecting and Localizing Failures Using End-to-End Observations. ICDCS 2016: 560-569 - [c9]Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni:
On the Efficiency of Decentralized Search in Expert Networks. ICDCS 2016: 733-734 - [c8]Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni:
Decentralized search in expert networks: Generic models and performance bounds. ICNP 2016: 1-10 - [c7]Ting He, Liang Ma, Athanasios Gkelias, Kin K. Leung, Ananthram Swami, Don Towsley:
Robust monitor placement for network tomography in dynamic networks. INFOCOM 2016: 1-9 - 2014
- [c6]Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung, Jessica Lowe:
Node Failure Localization via Network Tomography. Internet Measurement Conference 2014: 195-208 - [c5]Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley:
Monitor placement for maximal identifiability in network tomography. INFOCOM 2014: 1447-1455 - 2013
- [c4]Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley:
Link identifiability in communication networks with two monitors. GLOBECOM 2013: 1513-1518 - [c3]Liang Ma, Ting He, Kin K. Leung, Don Towsley, Ananthram Swami:
Efficient Identification of Additive Link Metrics via Network Tomography. ICDCS 2013: 581-590 - [c2]Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley:
Identifiability of link metrics based on end-to-end path measurements. Internet Measurement Conference 2013: 391-404 - 2011
- [c1]Liang Ma, Ting He, Ananthram Swami, Kang-Won Lee, Kin K. Leung:
Switch-and-Navigate: Controlling data ferry mobility for delay-bounded messages. MILCOM 2011: 1903-1908
Informal and Other Publications
- 2021
- [i18]Liang Ma, Ting He, Kin K. Leung, Don Towsley, Ananthram Swami:
Additive Link Metrics Identification: Proof of Selected Lemmas and Propositions. CoRR abs/2101.01081 (2021) - 2020
- [i17]Liang Ma, Ziyao Zhang, Mudhakar Srivatsa:
Neural Network Tomography. CoRR abs/2001.02942 (2020) - [i16]Ziyao Zhang, Liang Ma, Kin K. Leung, Konstantinos Poularakis, Mudhakar Srivatsa:
State Action Separable Reinforcement Learning. CoRR abs/2006.03713 (2020) - [i15]Paul J. Pritz, Liang Ma, Kin K. Leung:
Joint State-Action Embedding for Efficient Reinforcement Learning. CoRR abs/2010.04444 (2020) - [i14]Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung:
Node Failure Localization: Theorem Proof. CoRR abs/2012.09381 (2020) - [i13]Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung:
Failure Localization Capability: Theorem Proof and Evaluation. CoRR abs/2012.09959 (2020) - [i12]Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung, Jessica Lowe:
Fundamental Theories in Node Failure Localization. CoRR abs/2012.09964 (2020) - [i11]Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley:
Link Identifiability with Two Monitors: Proof of Selected Theorems. CoRR abs/2012.09972 (2020) - [i10]Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley:
Partial Network Identifiability: Theorem Proof and Evaluation. CoRR abs/2012.11378 (2020) - [i9]Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley:
Identification of Additive Link Metrics: Proof of Selected Theorems. CoRR abs/2012.12190 (2020) - [i8]Liang Ma, Ting He, Kin K. Leung, Don Towsley, Ananthram Swami:
Efficient Identification of Additive Link Metrics: Theorem Proof and Evaluations. CoRR abs/2012.12191 (2020) - 2019
- [i7]Konstantinos Poularakis, Qiaofeng Qin, Liang Ma, Sastry Kompella, Kin K. Leung, Leandros Tassiulas:
Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures. CoRR abs/1901.08936 (2019) - [i6]Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Jeremy Tucker, Ananthram Swami:
MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design. CoRR abs/1909.09063 (2019) - [i5]Swati Rallapalli, Liang Ma, Mudhakar Srivatsa, Ananthram Swami, Heesung Kwon, Graham A. Bent, Christopher Simpkin:
SENSE: Semantically Enhanced Node Sequence Embedding. CoRR abs/1911.02970 (2019) - [i4]Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji, Charu C. Aggarwal:
Efficient Global String Kernel with Random Features: Beyond Counting Substructures. CoRR abs/1911.11121 (2019) - 2018
- [i3]Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Lingfei Wu:
DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN. CoRR abs/1812.00852 (2018) - 2017
- [i2]Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le, Sastry Kompella, Leandros Tassiulas:
How Better is Distributed SDN? An Analytical Approach. CoRR abs/1712.04161 (2017) - 2015
- [i1]Liang Ma, Ting He, Ananthram Swami, Donald F. Towsley, Kin K. Leung:
Network Capability in Localizing Node Failures via End-to-end Path Measurements. CoRR abs/1509.06333 (2015)
Coauthor Index
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