Liang Ma

45 papers A* 4A 8B 3Journal 26Unranked 4
YearRankTypeTitle / Venue / Authors
2021 J jnl
Additive Link Metrics Identification: Proof of Selected Lemmas and Propositions.
CoRR
Liang Ma, Ting He, Kin K. Leung, Don Towsley, Ananthram Swami
2021 A conf
Jointly-Learned State-Action Embedding for Efficient Reinforcement Learning.
CIKM
Paul J. Pritz, Liang Ma, Kin K. Leung
2021 J jnl
More Is Not Always Better: An Analytical Study of Controller Synchronizations in Distributed SDN.
IEEE/ACM Trans. Netw.
Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le
2020 J jnl
Efficient Identification of Additive Link Metrics: Theorem Proof and Evaluations.
CoRR
Liang Ma, Ting He, Kin K. Leung, Don Towsley, Ananthram Swami
2020 J jnl
Failure Localization Capability: Theorem Proof and Evaluation.
CoRR
Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung
2020 J jnl
Fundamental Theories in Node Failure Localization.
CoRR
Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung, Jessica Lowe
2020 J jnl
Identification of Additive Link Metrics: Proof of Selected Theorems.
CoRR
Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley
2020 J jnl
Joint State-Action Embedding for Efficient Reinforcement Learning.
CoRR
Paul J. Pritz, Liang Ma, Kin K. Leung
2020 J jnl
Link Identifiability with Two Monitors: Proof of Selected Theorems.
CoRR
Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley
2020 J jnl
Neural Network Tomography.
CoRR
Liang Ma, Ziyao Zhang, Mudhakar Srivatsa
2020 J jnl
Node Failure Localization: Theorem Proof.
CoRR
Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung
2020 J jnl
Partial Network Identifiability: Theorem Proof and Evaluation.
CoRR
Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley
2020 — conf
State Action Separable Reinforcement Learning.
IEEE BigData
Ziyao Zhang, Liang Ma, Kin K. Leung, Konstantinos Poularakis, Mudhakar Srivatsa
2020 J jnl
State Action Separable Reinforcement Learning.
CoRR
Ziyao Zhang, Liang Ma, Kin K. Leung, Konstantinos Poularakis, Mudhakar Srivatsa
2019 J jnl
Constructing distributed time-critical applications using cognitive enabled services.
Future Gener. Comput. Syst.
Chris Simpkin, Ian J. Taylor, Graham A. Bent, Geeth de Mel, Swati Rallapalli, Liang Ma, Mudhakar Srivatsa
2019 — conf
DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN.
ICC
Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Lingfei Wu
2019 A* conf
Efficient Global String Kernel with Random Features: Beyond Counting Substructures.
KDD
Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji, Charu C. Aggarwal
2019 J jnl
Efficient Global String Kernel with Random Features: Beyond Counting Substructures.
CoRR
Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji, Charu C. Aggarwal
2019 J jnl
How Advantageous Is It? An Analytical Study of Controller-Assisted Path Construction in Distributed SDN.
IEEE/ACM Trans. Netw.
Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le, Sastry Kompella, Leandros Tassiulas
2019 A* conf
Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures.
INFOCOM
Konstantinos Poularakis, Qiaofeng Qin, Liang Ma, Sastry Kompella, Kin K. Leung, Leandros Tassiulas
2019 J jnl
Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures.
CoRR
Konstantinos Poularakis, Qiaofeng Qin, Liang Ma, Sastry Kompella, Kin K. Leung, Leandros Tassiulas
2019 B conf
MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design.
ICNP
Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Jeremy Tucker, Ananthram Swami
2019 J jnl
MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design.
CoRR
Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Jeremy Tucker, Ananthram Swami
2019 J jnl
Performance Bounds of Decentralized Search in Expert Networks for Query Answering.
ACM Trans. Knowl. Discov. Data
Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni
2019 — conf
SENSE: Semantically Enhanced Node Sequence Embedding.
IEEE BigData
Swati Rallapalli, Liang Ma, Mudhakar Srivatsa, Ananthram Swami, Heesung Kwon, Graham A. Bent, Christopher Simpkin
2019 J jnl
SENSE: Semantically Enhanced Node Sequence Embedding.
CoRR
Swati Rallapalli, Liang Ma, Mudhakar Srivatsa, Ananthram Swami, Heesung Kwon, Graham A. Bent, Christopher Simpkin
2018 J jnl
DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN.
CoRR
Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Lingfei Wu
2018 A conf
Q-Placement: Reinforcement-Learning-Based Service Placement in Software-Defined Networks.
ICDCS
Ziyao Zhang, Liang Ma, Kin K. Leung, Leandros Tassiulas, Jeremy Tucker
2017 J jnl
How Better is Distributed SDN? An Analytical Approach.
CoRR
Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le, Sastry Kompella, Leandros Tassiulas
2017 J jnl
Network Capability in Localizing Node Failures via End-to-End Path Measurements.
IEEE/ACM Trans. Netw.
Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung
2017 J jnl
Robust and Efficient Monitor Placement for Network Tomography in Dynamic Networks.
IEEE/ACM Trans. Netw.
Ting He, Athanasios Gkelias, Liang Ma, Kin K. Leung, Ananthram Swami, Don Towsley
2016 B conf
Decentralized search in expert networks: Generic models and performance bounds.
ICNP
Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni
2016 A conf
On the Efficiency of Decentralized Search in Expert Networks.
ICDCS
Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni
2016 A conf
Query Answering Efficiency in Expert Networks Under Decentralized Search.
CIKM
Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni
2016 A* conf
Robust monitor placement for network tomography in dynamic networks.
INFOCOM
Ting He, Liang Ma, Athanasios Gkelias, Kin K. Leung, Ananthram Swami, Don Towsley
2016 A conf
Service Placement for Detecting and Localizing Failures Using End-to-End Observations.
ICDCS
Ting He, Novella Bartolini, Hana Khamfroush, Injung Kim, Liang Ma, Tom La Porta
2015 J jnl
Network Capability in Localizing Node Failures via End-to-end Path Measurements.
CoRR
Liang Ma, Ting He, Ananthram Swami, Donald F. Towsley, Kin K. Leung
2015 J jnl
On optimal monitor placement for localizing node failures via network tomography.
Perform. Evaluation
Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung
2014 J jnl
Inferring Link Metrics From End-To-End Path Measurements: Identifiability and Monitor Placement.
IEEE/ACM Trans. Netw.
Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley
2014 A* conf
Monitor placement for maximal identifiability in network tomography.
INFOCOM
Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley
2014 A conf
Node Failure Localization via Network Tomography.
Internet Measurement Conference
Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung, Jessica Lowe
2013 A conf
Efficient Identification of Additive Link Metrics via Network Tomography.
ICDCS
Liang Ma, Ting He, Kin K. Leung, Don Towsley, Ananthram Swami
2013 A conf
Identifiability of link metrics based on end-to-end path measurements.
Internet Measurement Conference
Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley
2013 B conf
Link identifiability in communication networks with two monitors.
GLOBECOM
Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley
2011 — conf
Switch-and-Navigate: Controlling data ferry mobility for delay-bounded messages.
MILCOM
Liang Ma, Ting He, Ananthram Swami, Kang-Won Lee, Kin K. Leung