Liang Ma

According to our database, Liang Ma authored at least 38 papers between 2011 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

More Is Not Always Better: An Analytical Study of Controller Synchronizations in Distributed SDN.

Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le

IEEE/ACM Trans. Netw., 2021

Additive Link Metrics Identification: Proof of Selected Lemmas and Propositions.

Liang Ma, Ting He, Kin K. Leung, Don Towsley, Ananthram Swami

CoRR, 2021

Jointly-Learned State-Action Embedding for Efficient Reinforcement Learning.

Paul J. Pritz, Liang Ma, Kin K. Leung

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Efficient Identification of Additive Link Metrics: Theorem Proof and Evaluations.

Liang Ma, Ting He, Kin K. Leung, Don Towsley, Ananthram Swami

CoRR, 2020

Identification of Additive Link Metrics: Proof of Selected Theorems.

Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley

CoRR, 2020

Partial Network Identifiability: Theorem Proof and Evaluation.

Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley

CoRR, 2020

Link Identifiability with Two Monitors: Proof of Selected Theorems.

Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley

CoRR, 2020

Fundamental Theories in Node Failure Localization.

Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung, Jessica Lowe

CoRR, 2020

Failure Localization Capability: Theorem Proof and Evaluation.

Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung

CoRR, 2020

Node Failure Localization: Theorem Proof.

Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung

CoRR, 2020

Joint State-Action Embedding for Efficient Reinforcement Learning.

Paul J. Pritz, Liang Ma, Kin K. Leung

CoRR, 2020

Neural Network Tomography.

Liang Ma, Ziyao Zhang, Mudhakar Srivatsa

CoRR, 2020

State Action Separable Reinforcement Learning.

Ziyao Zhang, Liang Ma, Kin K. Leung, Konstantinos Poularakis, Mudhakar Srivatsa

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

How Advantageous Is It? An Analytical Study of Controller-Assisted Path Construction in Distributed SDN.

Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le, Sastry Kompella, Leandros Tassiulas

IEEE/ACM Trans. Netw., 2019

Performance Bounds of Decentralized Search in Expert Networks for Query Answering.

Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni

ACM Trans. Knowl. Discov. Data, 2019

Constructing distributed time-critical applications using cognitive enabled services.

Chris Simpkin, Ian J. Taylor, Graham A. Bent, Geeth de Mel, Swati Rallapalli, Liang Ma, Mudhakar Srivatsa

Future Gener. Comput. Syst., 2019

Efficient Global String Kernel with Random Features: Beyond Counting Substructures.

Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji, Charu C. Aggarwal

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Learning the Optimal Synchronization Rates in Distributed SDN Control Architectures.

Konstantinos Poularakis, Qiaofeng Qin, Liang Ma, Sastry Kompella, Kin K. Leung, Leandros Tassiulas

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design.

Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Jeremy Tucker, Ananthram Swami

Proceedings of the 27th IEEE International Conference on Network Protocols, 2019

DQ Scheduler: Deep Reinforcement Learning Based Controller Synchronization in Distributed SDN.

Ziyao Zhang, Liang Ma, Konstantinos Poularakis, Kin K. Leung, Lingfei Wu

Proceedings of the 2019 IEEE International Conference on Communications, 2019

SENSE: Semantically Enhanced Node Sequence Embedding.

Swati Rallapalli, Liang Ma, Mudhakar Srivatsa, Ananthram Swami, Heesung Kwon, Graham A. Bent, Christopher Simpkin

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Q-Placement: Reinforcement-Learning-Based Service Placement in Software-Defined Networks.

Ziyao Zhang, Liang Ma, Kin K. Leung, Leandros Tassiulas, Jeremy Tucker

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

2017

Network Capability in Localizing Node Failures via End-to-End Path Measurements.

Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung

IEEE/ACM Trans. Netw., 2017

Robust and Efficient Monitor Placement for Network Tomography in Dynamic Networks.

Ting He, Athanasios Gkelias, Liang Ma, Kin K. Leung, Ananthram Swami, Don Towsley

IEEE/ACM Trans. Netw., 2017

How Better is Distributed SDN? An Analytical Approach.

Ziyao Zhang, Liang Ma, Kin K. Leung, Franck Le, Sastry Kompella, Leandros Tassiulas

CoRR, 2017

2016

Robust monitor placement for network tomography in dynamic networks.

Ting He, Liang Ma, Athanasios Gkelias, Kin K. Leung, Ananthram Swami, Don Towsley

Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Decentralized search in expert networks: Generic models and performance bounds.

Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni

Proceedings of the 24th IEEE International Conference on Network Protocols, 2016

On the Efficiency of Decentralized Search in Expert Networks.

Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni

Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

Service Placement for Detecting and Localizing Failures Using End-to-End Observations.

Ting He, Novella Bartolini, Hana Khamfroush, InJung Kim, Liang Ma, Tom La Porta

Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

Query Answering Efficiency in Expert Networks Under Decentralized Search.

Liang Ma, Mudhakar Srivatsa, Derya Cansever, Xifeng Yan, Sue Kase, Michelle Vanni

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

On optimal monitor placement for localizing node failures via network tomography.

Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung

Perform. Evaluation, 2015

2014

Inferring Link Metrics From End-To-End Path Measurements: Identifiability and Monitor Placement.

Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley

IEEE/ACM Trans. Netw., 2014

Monitor placement for maximal identifiability in network tomography.

Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley

Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Node Failure Localization via Network Tomography.

Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung, Jessica Lowe

Proceedings of the 2014 Internet Measurement Conference, 2014

2013

Identifiability of link metrics based on end-to-end path measurements.

Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley

Proceedings of the 2013 Internet Measurement Conference, 2013

Efficient Identification of Additive Link Metrics via Network Tomography.

Liang Ma, Ting He, Kin K. Leung, Don Towsley, Ananthram Swami

Proceedings of the IEEE 33rd International Conference on Distributed Computing Systems, 2013

Link identifiability in communication networks with two monitors.

Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, Don Towsley

Proceedings of the 2013 IEEE Global Communications Conference, 2013

2011

Switch-and-Navigate: Controlling data ferry mobility for delay-bounded messages.

Liang Ma, Ting He, Ananthram Swami, Kang-Won Lee, Kin K. Leung

Proceedings of the MILCOM 2011, 2011