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Books and Book Chapters

  1. Hanlin Lu, Ting He, and Shiqiang Wang, “Coreset-based Data Reduction for Machine Learning at the Edge,” In Artificial Intelligence for Edge Computing, Springer Nature, June 2023.
  2. Shiqiang Wang and Ting He, “Dynamic Placement of Services at the Edge,” In Artificial Intelligence for Edge Computing, Springer Nature, June 2023.
  3. Ting He and Shiqiang Wang, “Joint Service Placement and Request Scheduling at the Edge,” In Artificial Intelligence for Edge Computing, Springer Nature, June 2023.
  4. Mudhakar Srivatsa, Tarek Abdelzaher, and Ting He (Eds.), “Artificial Intelligence for Edge Computing,” Springer Nature, June 2023.
  5. Ting He, Liang Ma, Ananthram Swami, and Don Towsley, “Network Tomography: Identifiability, Measurement Design, and Network State Inference,” Cambridge University Press, May 2021. ISBN-13: 978-1108421485. ISBN-10: 1108421482

Journals and Magazines

    Submitted

 

    Published / Accepted

  1. Sina Gharebaghi, Nilanjan Ray Chaudhuri, Ting He, and Tom La Porta, Dynamic Modeling and Mitigation of Cascading Failures in Power Grids with Interdependent Cyber and Physical Layer, accepted to IEEE Transactions on Smart Grid, November 2023.
  2. Quinn Burke, Patrick McDaniel, Tom La Porta, Mingli Yu, and Ting He, “Misreporting Attacks against Load Balancers in Software-Defined Networking,” Springer Mobile Networks and Applications (MONET), January 2024. [Code]
  3. Yudi Huang, Yilei Lin, and Ting He, Optimized Cross-Path Attacks via Adversarial Reconnaissance, Proceedings of the ACM on Measurement and Analysis of Computing Systems, vol. 7, no. 3, article 58, December 2023.
  4. Tian Xie, Sanchal Thakkar, Ting He, Patrick McDaniel, and Quinn Burke, Joint Caching and Routing in Cache Networks with Arbitrary Topology, IEEE Transactions on Parallel and Distributed Systems, vol. 34, no. 8, pp. 2237-2250, August 2023.
  5. Beom-Su Kim, Byung Hyun Lim, Beomkyu Suh, Sangtae Ha, Ting He, Babar Shah, and Ki-Il Kim, “Enabling Grant-free URLLC for AoI Minimization in RAN-Coordinated 5G Health Monitoring System,” IEEE Internet of Things Journal, vo. 10, no. 19, pp. 17356-17368, October 2023.
  6. Cho-Chun Chiu, Xusheng Zhang, Ting He, Shiqiang Wang, and Ananthram Swami, “Laplacian Matrix Sampling for Communication-efficient Decentralized Learning,” IEEE JSAC Special Issue on Communication-Efficient Distributed Learning over Networks, vol. 41, no. 4, pp. 887-901, April 2023.
  7. Sina Gharebaghi, Nilanjan Ray Chaudhuri, Ting He, and Thomas La Porta, “An Approach for Fast Cascading Failure Simulation in Dynamic Models of Power Systems,” Applied Energy, vol. 332, pp. 120534, February 2023.
  8. Beom-Su Kim, Babar Shah, Ting He, and Ki-Il Kim, “A Survey on Analytical Models for Dynamic Resource Management in Wireless Body Area Networks,” Ad Hoc Networks, vol. 135, pp. 102936, October 2022.
  9. Tian Xie, Namitha Nambiar, Ting He, and Patrick McDaniel, “Attack Resilience of Cache Replacement Policies: A Study Based on TTL Approximation,” IEEE/ACM Transactions on Networking, vol. 30, no. 6, pp. 2433-2447, December 2022. [Implementation of Configurable Rule Replacement Policy in Open vSwitch] [Code and Data for Mininet Experiment]
  10. Yudi Huang, Ting He, Nilanjan Ray Chaudhuri, and Tom La Porta, “Line State Estimation under Cyber-Physical Attacks: Theory and Algorithms,” IEEE Transactions on Smart Grid, vol. 13, no. 5, pp. 3760-3773, September 2022.
  11. Vaji Farhadi, Sai Gopal Vennelaganti, Ting He, Nilanjan Chaudhuri, and Tom La Porta, “Improvement of SCADA-based Preventive Control Under Budget Constraints,” IEEE Transactions on Network Sciences and Engineering, vol. 9, no. 4, pp. 2601-2616, July 2022.
  12. Yudi Huang, Ting He, Nilanjan Ray Chaudhuri, and Tom La Porta, “Preventing Outages under Coordinated Cyber-Physical Attack with Secured PMUs,” IEEE Transactions on Smart Grid, vol. 13, no. 4, pp. 3160-3173, July 2022.
  13. Hanlin Lu, Ting He, Shiqiang Wang, Changchang Liu, Mehrdad Mahdavi, Vijaykrishnan Narayanan, Kevin S. Chan, and Stephen Pasteris, “Communication-efficient k-Means for Edge-based Machine Learning,” IEEE Transactions on Parallel and Distributed Systems, vol. 33, no. 10, pp. 2509-2523, October 2022. [Supplementary file]
  14. Mingli Yu, Tian Xie, Ting He, Patrick McDaniel, and Quinn K. Burke, “Flow Table Security in SDN: Adversarial Reconnaissance and Intelligent Attacks,” IEEE/ACM Transactions on Networking, vol. 29, no. 6, pp. 2793-2806, December 2021. [Supplementary file]
  15. Sina Gharebaghi, Sai Gopal Vennelaganti, Nilanjan R. Chaudhuri, Ting He, and Tom La Porta, “Inclusion of Pre-Existing Undervoltage Load Shedding Schemes in AC-QSS Cascading Failure Models,” IEEE Transactions on Power Systems, vol. 36, no. 6, pp. 5645-5656, November 2021.
  16. Cho-Chun Chiu and Ting He, Stealthy DGoS Attack against Network Tomography: The Role of Active Measurements, IEEE Transactions on Network Science and Engineering, vol. 8, no. 2, pp. 1745-1758, April 2021.
  17. Cho-Chun Chiu and Ting He, Stealthy DGoS Attack: DeGrading of Service under the Watch of Network Tomography, IEEE/ACM Transactions on Networking, vol. 29, no. 3, pp. 1294-1307, June 2021.
  18. Vajiheh Farhadi, Fidan Mehmeti, Ting He, Tom La Porta, Hana Khamfroush, Shiqiang Wang, Kevin S. Chan, and Konstantinos Poularakis, Service Placement and Request Scheduling for Data-intensive Applications in Edge Clouds, IEEE/ACM Transactions on Networking, vol. 29, no. 2, pp. 779-792, April 2021.
  19. Lin Wang, Lei Jiao, Ting He, Jun Li, and Henri Bal, Service Placement for Collaborative Edge Applications, IEEE/ACM Transactions on Networking, vol. 29, no. 1, pp. 34-47, February 2021.
  20. Ali Munir, Ting He, Ramya Raghavendra, Franck Le, and Alex X. Liu, Network Scheduling and Compute Resource Aware Task Placement in Datacenters, IEEE/ACM Transactions on Networking, vol. 28, no. 6, pp. 2435-2448, December 2020.
  21. Hanlin Lu, Ming-Ju Li, Ting He, Shiqiang Wang, Vijay Narayanan, and Kevin S. Chan, Robust Coreset Construction for Distributed Machine Learning, IEEE JSAC Special Issue on Advances in Artificial Intelligence and Machine Learning for Networking, vol. 38, no. 10, pp. 2400-2417, October 2020. [arXiv version] [Code]
  22. Yilei Lin, Ting He, Shiqiang Wang, Kevin S. Chan, and Stephen Pasteris, Looking Glass of NFV: Inferring the Structure and State of NFV Network from External Observations, IEEE/ACM Transactions on Networking, vol. 28, no. 4, pp. 1477-1490, August 2020. [Code]
  23. Novella Bartolini, Ting He, Viviana Arrigoni, Annalisa Massini, Federico Trombetti, and Hana Khamfroush, On Fundamental Bounds on Failure Identifiability by Boolean Network Tomography, IEEE/ACM Transactions on Networking, vol. 28, no. 2, pp. 588-601, April 2020.
  24. Shiqiang Wang, Rahul Urgaonkar, Murtaza Zafer, Ting He, Kevin Chan, and Kin K Leung, Dynamic Service Migration in Mobile Edge Computing based on Markov Decision Process, IEEE/ACM Transactions on Networking, vol. 27, no. 3, pp. 1272-1288, June 2019.
  25. Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K Leung, Christian Makaya, Ting He, and Kevin Chan, Adaptive Federated Learning in Resource Constrained Edge Computing Systems, IEEE JSAC Special Issue on Artificial Intelligence and Machine Learning for Networking and Communications, vol. 37, no. 6, pp. 1205-1221, June 2019. (IEEE Communications Society Leonard G. Abraham Prize)
  26. Stefan Achleitner, Novella Bartolini, Ting He, Tom La Porta, Diman Zad Tootaghaj, Fast Network Configuration in Software Defined Networking, IEEE Transactions on Network and Service Management, vol. 15, no. 4, pp. 1249-1263, December 2018.
  27. Diman Zad Tootaghaj, Novella Bartolini, Hana Khamfroush, Ting He, Nilanjan Ray Chaudhuri, and Tom La Porta, Mitigation and Recovery from Cascading Failures in Interdependent Networks under Uncertainty, IEEE Transactions on Control of Network Systems, vol. 6, no. 2, pp. 501-514, June 2019.
  28. Samta Shukla, Onkar Bhardwaj, Alhussein Abouzeid, Theodoros Salonidis, and Ting He, Proactive Retention-aware Caching with Multi-path Routing for Wireless Edge Networks, IEEE JSAC Special Issue on Caching for Communication Systems and Networks, vol. 36, no. 6, pp. 1286-1299, June 2018.
  29. Ting He, Ertugrul N. Ciftcioglu, Shiqiang Wang, and Kevin S. Chan, Location Privacy in Mobile Edge Clouds: A Chaff-based Approach, IEEE JSAC Special Issue on Emerging Technologies in Software-driven Communication, vol. 35, no. 11, pp. 2625-2636, November 2017.
  30. Ting He, Athanasios Gkelias, Liang Ma, Kin K Leung, Ananthram Swami, and Don Towsley, Robust and Efficient Monitor Placement for Network Tomography in Dynamic Networks, IEEE/ACM Transactions on Networking, vol. 25, no. 3, pp. 1732 – 1745, June 2017. Supplementary file is available here.
  31. Mostafa Dehghan, Bo Jiang, Anand Seetharam, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley, and Ramesh Sitaraman, On the Complexity of Optimal Request Routing and Content Caching in Heterogeneous Cache Networks, IEEE/ACM Transactions on Networking, vol. 25, no. 3, pp. 1635 – 1648, June 2017.
  32. Shiqiang Wang,Rahul Urgaonkar, Ting He, Kevin Chan, Murtaza Zafer, and Kin K Leung, Dynamic Service Placement for Mobile Micro-Clouds with Predicted Future Costs, IEEE Transactions on Parallel and Distributed Systems, vol. 28, no. 4, pp. 1002 – 1016, April 2017.
  33. Liang Ma, Ting He, Ananthram Swami, Don Towsley, and Kin K Leung, Network Capability in Localizing Node Failures via End-to-end Path Measurements, IEEE/ACM Transactions on Networking, vol. 25, no. 1, pp. 434 – 450, February 2017.
  34. Liang Ma, Ting He, Kin K Leung, Ananthram Swami, and DonTowsley, Inferring Link Metrics from End-to-end Path Measurements: Identifiability and Monitor Placement, IEEE/ACM Transactions on Networking, vol. 22, no. 4, pp. 1351-1368, June 2014.
  35. Animashree Anandkumar, Ting He, Chatschik Bisdikian, and Dakshi Agrawal, Seeing through Black Boxes: Tracking Transactions through Queues under Monitoring Resource Constraints, Elsevier Performance Evaluation, vol. 70, no. 12, pp. 1090-1110, December 2013.
  36. Wei Wei, Ting He, Chatschik Bisdikian, Dennis Goeckel, Bo Jiang, Lance Kaplan, and Don Towsley, Impact of In-network Aggregation on Target Tracking Quality under Network Delays, IEEE Journal on Selected Areas in Communications, Special Issue on In-Network Computation: Exploring the Fundamental Limits, vol. 31, no. 4, pp. 808-818, April 2013.
  37. Stefano Marano, Vincenzo Matta, Ting He, and Lang Tong, The Embedding Capacity of Information Flows under Renewal Traffic, IEEE Transactions on Information Theory, vol. 59, no. 3, pp. 1724-1739, March 2013.
  38. Ameya Agaskar, Ting He and Lang Tong, Distributed Detection of Multi-hop Information Flows with Fusion Capacity Constraints, IEEE Trans. Signal Processing, vol. 58, no. 6, pp. 3373-3383, June 2010.
  39. Dinesh Verma, Bong Jun Ko, Petros Zerfos, Kang-won Lee, Ting He, Matthew Duggan, Kristian Stewart, Ananthram Swami, and Nikoletta Sofra, Understanding the Quality of Monitoring for Network Management, The Computer Journal: Special Issue on ITA, vol. 53, no. 5, pp. 541-550, June 2009.
  40. Animashree Anandkumar, Chatschik Bisdikian, Ting He, and Dakshi Agrawal, Selectively Retrofitting Monitoring in Distributed Systems, ACM Performance Evaluation Review: SIGMETRICS special issue, vol. 37, no. 2, pp. 6-8, September 2009.
  41. Ting He and Lang Tong, Detection of Information Flows, IEEE Trans. Information Theory, vol. 54, no. 11, pp. 4925-4945, November 2008.
  42. Ting He and Lang Tong, Distributed Detection of Information Flows, IEEE Trans. Information Forensics and Security: Special Issue on Statistical Methods for Network Security and Forensics, vol. 3, no. 3, pp. 390-403, September 2008.
  43. Parvathinathan Venkitasubramaniam, Ting He, and Lang Tong, Anonymous Networking amidst Eavesdroppers, IEEE Trans. Information Theory: Special Issue on Information-Theoretic Security, vol. 54, no. 6, pp. 2770-2784, June 2008.
  44. Parvathinathan Venkitasubramaniam, Ting He, Lang Tong, and Stephen Wicker, Toward an Analytical Approach to Anonymous Wireless Networking, IEEE Communications Magazine: Special Issue on Security in Ad Hoc Wireless Networks, vol. 46, no. 2, pp. 140-146, February 2008.
  45. Ting He and Lang Tong, Detecting Encrypted Stepping-Stone Connections, IEEE Trans. Signal Processing, vol. 55, no. 5, pp. 1612-1623, May 2007.
  46. Ting He, Shai Ben-David, and Lang Tong, Nonparametric Change Detection and Estimation in Large Scale Sensor Networks, IEEE Trans. Signal Processing, vol. 54, no. 4, pp. 1204-1217, April 2006.

Conferences

2024

  1. Yudi Huang, Yilei Lin, and Ting He, Optimized Cross-Path Attacks via Adversarial Reconnaissance, ACM Sigmetrics, June 2024.
  2. Xusheng Zhang, Cho-Chun Chiu, and Ting He, Energy-efficient Decentralized Learning via Graph Sparsification, IEEE ICASSP, April 2024. [arXiv version]

    2023
  3. Tian Xie, Sanchal Thakkar, Ting He, Novella Bartolini, and Patrick McDaniel, Host-based Flow Table Size Inference in Multi-hop SDN, IEEE Globecom, December 2023.
  4. Yudi Huang and Ting He, Overlay Routing over an Uncooperative Underlay, ACM MobiHoc, October 2023. [Supplementary material]
  5. Vajiheh Farhadi, Tom La Porta, and Ting He, 5G Multi-numerology Applications in Power Distribution Systems, IEEE MASS, September 2023.

    2022
  6. Vajiheh Farhadi, Tom La Porta, Ting He, Nilanjan Ray Chaudhuri, Resource Allocation in 5G Multi-tenancy Network Slicing for Balancing Distribution Power Systems, IEEE MASS, October 2022.
  7. Tian Xie, Sanchal Thakkar, Ting He, Patrick McDaniel, and Quinn Burke, Joint Caching and Routing in Cache Networks with Arbitrary Topology, IEEE ICDCS, July 2022.
  8. Xinyi Yao, Jiangong Chen, Ting He, Jing Yang, and Bin Li, A Scalable Mixed Reality Platform for Remote Collaborative LEGO Design, IEEE INFOCOM Demo, May 2022. [Demo video]

    2021
  9. Yudi Huang, Ting He, Nilanjan Ray Chaudhuri, and Tom La Porta, Preventing Outages under Coordinated Cyber-Physical Attack with Secured PMUs, IEEE SmartGridComm, October 2021.
  10. Vajiheh Farhadi, Sai Gopal Vennelaganti, Ting He, Nilanjan Ray Chaudhuri, and Tom La Porta, Budget-Constrained Reinforcement of SCADA for Cascade Mitigation, IEEE ICCCN, July 2021.
  11. Sina Gharebaghi, Sai Gopal Vennelaganti, Nilanjan Ray Chaudhuri, Ting He, and Tom La Porta, A More Realistic AC-QSS Cascading Failure Model with Decentralized UVLS and Centralized RAS, IEEE Power & Energy Society General Meeting (PESGM), July 2021.
  12. Yilei Lin, Ting He, and Guodong Pang, Queuing Network Topology Inference Using Passive Measurements, IFIP Networking, June 2021.
  13. Tian Xie, Ting He, Patrick McDaniel, and Namitha Nambiar, Attack Resilience of Cache Replacement Policies, IEEE INFOCOM, May 2021.
  14. Stephen Pasteris, Ting He, Fabio Vitale, Shiqiang Wang, and Mark Herbster, Online Learning of Facility Locations, Algorithmic Learning Theory (ALT), March 2021.

    2020
  15. Cho-Chun Chiu and Ting He, Stealthy DGoS Attack under Passive and Active Measurements, IEEE Globecom, December 2020.
  16. Yudi Huang, Ting He, Nilanjan Ray Chaudhuri, and Tom La Porta, Power Grid State Estimation under General Cyber-Physical Attacks, IEEE SmartGridComm, November 2020. (BEST PAPER FINALIST)
  17. Quinn Burke, Patrick McDaniel, Thomas La Porta, Mingli Yu, and Ting He, Misreporting Attacks in Software-Defined Networking, International Conference on Security and Privacy in Communication Networks (SecureComm 2020), October 2020.
  18. Sina Gharebaghi, Sai Gopal Vennelaganti, Nilanjan Ray Chaudhuri, Ting He, and Tom La Porta, Solving the Divergence Problem in AC-QSS Cascading Failure Model by Introducing the Effect of a Realistic UVLS Scheme, IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), October 2020.
  19. Hanlin Lu, Changchang Liu, Ting He, Shiqiang Wang, and Kevin S. Chan, Sharing Models or Coresets: A Study based on Membership Inference Attack, International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with ICML 2020, long paper presentation, July 2020.
  20. Hanlin Lu, Ting He, Shiqiang Wang, Changchang Liu, Mehrdad Mahdavi, Vijay Narayanan, Kevin S Chan, and Stephen Pasteris, Communication-efficient k-Means for Edge-based Machine Learning, IEEE ICDCS, July 2020.
  21. Hanlin Lu, Changchang Liu, Shiqiang Wang, Ting He, Vijay Narayanan, Kevin S Chan, and Stephen Pasteris, Joint Coreset Construction and Quantization for Distributed Machine Learning, IFIP Networking, June 2020.
  22. Yilei Lin, Ting He, Shiqiang Wang, Kevin Chan, Waypoint-based Topology Inference, IEEE ICC, June 2020.
  23. Sebastian Stein, Mateusz Ochal, Ioana-Adriana Moisoiu, Enrico Gerding, Raghu Ganti, Ting He, and Tom La Porta, Strategyproof Reinforcement Learning for Online Resource Allocation, AAMAS, May 2020.
  24. Cho-Chun Chiu and Ting He, Stealthy DGoS Attack: DeGrading of Service under the Watch of Network Tomography, IEEE INFOCOM, April 2020. [Code]
  25. Mingli Yu, Ting He, Patrick McDaniel, and Quinn K. Burke, Flow Table Security in SDN: Adversarial Reconnaissance and Intelligent Attacks, IEEE INFOCOM, April 2020. [Code]

    2019
  26. Hanlin Lu, Ming-Ju Li, Ting He, Shiqiang Wang, Vijay Narayanan, and Kevin S. Chan, Robust Coreset Construction for Distributed Machine Learning, IEEE Globecom, December 2019.
  27. Bongjun Ko, Shiqiang Wang, Ting He, Dave Conway-Jones, On Data Summarization for Machine Learning in Multi-Organization Federations, DAIS workshop at SMARTCOMP, June 2019.
  28. Diman Zad Tootaghaj, Stefan Achleitner, Ting He, Novella Bartolini, and Tom La Porta, A Minimally Disruptive Rule Update Approach in Software Defined Networking, IFIP Networking (poster), May 2019.
  29. Yilei Lin, Ting He, Shiqiang Wang Kevin S. Chan, and Stephen Pasteris, Multicast-based Weight Inference in General Network Topologies, IEEE ICC, May 2019.
  30. Diman Zad Tootaghaj, Tom La Porta, and Ting He, Modeling, Monitoring, and Scheduling Techniques for Network Recovery from Massive Failures, IFIP/IEEE International Symposium on Integrated Network Management (IM) – Dissertation Papers, April 2019.
  31. Yilei Lin, Ting He, Shiqiang Wang, Kevin S. Chan, and Stephen Pasteris, Looking Glass of NFV: Inferring the Structure and State of NFV Network from External Observations, IEEE INFOCOM, April 2019.
  32. Vajiheh Farhadi, Fidan Mehmeti, Ting He, Tom La Porta, Hana Khamfroush, Shiqiang Wang, Kevin S. Chan, Service Placement and Request Scheduling for Data-intensive Applications in Edge Clouds, IEEE INFOCOM, April 2019.
  33. Stephen Pasteris, Shiqiang Wang, Mark Herbster, and Ting He, Service Placement with Provable Guarantees in Heterogeneous Edge Computing Systems, IEEE INFOCOM, April 2019.

    2018
  34. Materusz Ochal, Sebastian Stein, Fan Bi, Matthew Cook, Enrico Gerding, Ting He, and Tom La Porta, Online Mechanism Design using Reinforcement Learning for Cloud Resource Allocation, The AAMAS-IJCAI Workshop on Agents and Incentives in Artificial Intelligence (AI^3), July 2018.
  35. Ting He, Hana Khamfroush, Shiqiang Wang, Tom La Porta, and Sebastian Stein, It’s Hard to Share: Joint Service Placement and Request Scheduling in Edge Clouds with Sharable and Non-sharable Resources, IEEE ICDCS, July 2018.
  36. Lin Wang, Lei Jiao, Ting He, Jun Li, and Max Muhlhauser, Service Entity Placement for Social Virtual Reality Applications in Edge Computing, IEEE INFOCOM, April 2018.
  37. Shiqiang Wang, Tiffany Tuor, Theodoros Salonidis, Kin K. Leung, Ting He, and Kevin S. Chan, When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning, IEEE INFOCOM, April 2018.

    2017
  38. Diman Zad Tootaghaj, Ting He, and Tom La Porta, Parsimonious Tomography: Optimizing Cost-Identifiability Trade-off for Probing-based Network Monitoring, IFIP Performance, November 2017.
  39. Ting He, Distributed Link Anomaly Detection via Partial Network Tomography, IFIP Performance, November 2017.
  40. Samta Shukla, Onkar Bhardwaj, Alhussein A. Abouzeid, Theodoros Salonidis, and Ting He, Hold’em Caching: Proactive Retention-Aware Caching with Multi-path Routing for Wireless Edge Networks, ACM MobiHoc, July 2017.
  41. Ting He, Ertugrul N. Ciftcioglu, Shiqiang Wang, and Kevin Chan, Location Privacy in Mobile Edge Clouds, IEEE ICDCS (short paper), June 2017.
  42. Novella Bartolini, Ting He, and Hana Khamfroush, Fundamental Limits of Failure Identifiability by Boolean Network Tomography, IEEE INFOCOM, May 2017.

    2016
  43. Ali Munir, Ting He, Ramya Raghavendra, Franck Le, and Alex Liu, Network Scheduling Aware Task Placement in Datacenters, ACM CoNEXT, December 2016.
  44. Ting He, Novella Bartolini, Hana Khamfroush, InJung Kim, Liang Ma, and Tom La Porta, Service Placement for Detecting and Localizing Failures Using End-to-End Observations, IEEE ICDCS, June 2016.
  45. Ting He, Liang Ma, Athanasios Gkelias, Kin K Leung, Ananthram Swami, and Don Towsley, Robust Monitor Placement for Network Tomography in Dynamic Networks, IEEE INFOCOM, April 2016.

    2015
  46. Antonio A Rocha, Mostafa Dehghan, Theodoros Salonidis, Ting He, and Don Towsley, SCA: A Data Stream Caching Algorithm, Content Caching and Delivery in Wireless Networks (CCDWN) workshop at CoNEXT, December 2015.
  47. Chang Liu, Ting He, Ananthram Swami, Don Towsley, Theodoros Salonidis, Andrei Iu. Bejan, and Paul Yu, Multicast vs. Unicast for Loss Tomography on Tree Topologies, IEEE MILCOM, October 2015.
  48. Shiqiang Wang, Kevin Chan, Rahul Urgaonkar, Ting He, and Kin K Leung, Emulation-based Study of Dynamic Service Placement in Mobile Micro-Clouds, IEEE MILCOM, October 2015.
  49. Ertugrul Ciftcioglu, Kevin Chan, Rahul Urgaonkar, Shiqiang Wang, and Ting He, Security-aware Service Migration for Tactical Mobile Micro-Clouds, IEEE MILCOM, October 2015.
  50. Liang Ma, Ting He, Ananthram Swami, Don Towsley, and Kin K Leung, On Optimal Monitor Placement for Localizing Node Failures via Network Tomography, IFIP Performance, October 2015.
  51. Rahul Urgaonkar, Shiqiang Wang, Ting He, Murtaza Zafer, Kevin Chan, and Kin K Leung, Dynamic Service Migration and Workload Scheduling in Edge-Clouds, IFIP Performance, October 2015.
  52. Ting He, Chang Liu, Ananthram Swami, Don Towsley, Theodoros Salonidis, Andrei Iu. Bejan, and Paul Yu, Fisher Information-based Experiment Design for Network Tomography, ACM SIGMetrics (Outstanding Student Paper), June 2015.
  53. Shiqiang Wang, Rahul Urgaonkar, Kevin Chan, Ting He, Murtaza Zafer, and Kin K. Leung, Dynamic Service Placement for Mobile Micro-Clouds with Predicted Future Costs, IEEE ICC, June 2015
  54. Shiqiang Wang, Rahul Urgaonkar, Murtaza Zafer, Kevin Chan, Ting He, and Kin K Leung, Dynamic Service Migration in Mobile Edge-Clouds, IFIP Networking, May 2015
  55. Mostafa Dehghan, Anand Seetharam, Bo Jiang, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley, and Ramesh K. Sitaraman, On the Complexity of Optimal Joint Caching and Routing in Hybrid Networks, IEEE INFOCOM, April 2015.

    2014
  56. Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung, and Jessica Lowe, Node Failure Localization via Network Tomography, ACM IMC, November 2014.
  57.  Mostafa Dehghan, Anand Seetharam, Ting He, Theodoros Salonidis, Jim Kurose, and Don Towsley, Optimal Caching and Routing in Hybrid Networks, IEEE MILCOM, November 2014.
  58. Shiqiang Wang, Rahul Urgaonkar, Ting He, Murtaza Zafer, Kevin Chan, and Kin K. Leung, Mobility-induced Service Migration in Mobile Micro-Clouds, IEEE MILCOM, November 2014.
  59. Srikar Tati, Simone Silvestri, Ting He, and Tom La Porta, Robust Network Tomography in the Presence of Failures, IEEE ICDCS, June 2014.
  60. Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, and Don Towsley, Monitor Placement for Maximal Identifiability in Network Tomography, IEEE INFOCOM, April 2014.

    2013
  61. Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, and Don Towsley, Link Identifiability in Communication Networks with Two Monitors, IEEE Globecom, December 2013.
  62. Mostafa Dehghan, Don Towsley, Dennis Goeckel, and Ting He, Inferring Military Activity in Hybrid Networks through Cache Behavior, IEEE MILCOM, November 2013.
  63. Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, and Don Towsley, Identifiability of Link Metrics based on End-to-end Path Measurements, ACM IMC (BEST PAPER NOMINEE), October 2013.
  64. Liang Ma, Ting He, Kin K. Leung, Don Towsley, and Ananthram Swami, Efficient Identification of Additive Link Metrics via Network Tomography, IEEE ICDCS (BEST PAPER), July 2013.
  65. Yuting Ji, Lang Tong, Ting He, Jian Tan, Kang-won Lee, and Li Zhang, Improving Multi-Job MapReduce Scheduling in an Opportunistic Environment, IEEE CLOUD, June 2013.
  66. Ting He, Dennis Goeckel, Ramya Raghavendra, and Don Towsley, Endhost-based Shortest Path Routing in Dynamic Networks: An Online Learning Approach, IEEE INFOCOM, April 2013.

    2012
  67. Qing Wang, Ting He, Kwang-Cheng Chen, Junsong Wang, Bongjun Ko, Yonghua Lin, and Kang-won Lee, Dynamic Spectrum Allocation under Cognitive Cell Network for M2M Applications, Asilomar Conference, November 2012.
  68. Ting He, Shiyao Chen, Hyoil Kim, Lang Tong, and Kang-Won Lee, Scheduling Parallel Tasks onto Opportunistically Available Cloud Resources, IEEE CLOUD, June 2012.
  69. Yong Zhao, Zhibin Zhang, Ting He, Alex X. Liu, Li Guo, and Binxing Fang, A Task-Based Model for the Lifespan of Peer-to-Peer Swarms, IFIP Networking, Prague, Czech Republic, May 2012.
  70. Ting He, Shiyao Chen, Hyoil Kim, Lang Tong, and Kang-Won Lee, To Migrate or to Wait: Bandwidth-Latency Tradeoff in Opportunistic Scheduling of Parallel Tasks, IEEE INFOCOM mini-conference, Orlando, FL, March 2012.

    2011
  71. Liang Ma, Ting He, Ananthram Swami, Kang-Won Lee, and Kin K Leung, Switch-and-Navigate: Controlling Data Ferry Mobility for Delay-Bounded Messages, IEEE MILCOM, Baltimore, MD, November 2011.
  72. Stefano Marano, Vincenzo Matta, Ting He, and Lang Tong, Embedding Information Flows into Renewal Traffic, IEEE ITW, Paraty, Brazil, October 2011.
  73. Shiyao Chen, Lang Tong, and Ting He, Optimal Deadline Scheduling with Commitment, Allerton Conference, Monticello, IL, September 2011.
  74. Ting He, Ananthram Swami, and Kang-won Lee, Dispatch-and-Search: Dynamic Multi-Ferry Control in Partitioned Mobile Networks, ACM MobiHoc, Paris, France, May 2011.
  75. Shiyao Chen, Ting He, Ho Yin Wong, Kang-Won Lee, and Lang Tong, Secondary Job Scheduling in the Cloud with Deadlines, SMTPS workshop in conjunction with ACM IPDPS, Anchorage, AK, May 2011.
  76. Ting He, Animashree Anandkumar, and Dakshi Agrawal, Index-Based Sampling Policies for Tracking Dynamic Networks under Sampling Constraints, IEEE INFOCOM, Shanghai, China, April 2011.

    2010
  77. Ting He, Lance Kaplan, Chatschik Bisdikian, Wei Wei, and Don Towsley, Multi-Target Tracking Using Proximity Sensors, IEEE MILCOM, San Jose, CA, November 2010.
  78. Ting He, Kang-won Lee, and Ananthram Swami, Flying in the Dark: Controlling Autonomous Data Ferries with Partial Observations, ACM MobiHoc, Chicago, IL, September 2010.
  79. Ting He, Nikoletta Sofra, Kang-won Lee, and Kin K. Leung, Utility-Based Gateway Deployment for Supporting Multi-Domain DTNs, IEEE SECON, Boston, MA, June 2010.
  80. Chi Liu, Ting He, Kang-won Lee, Kin K. Leung, and Ananthram Swami, Dynamic Control of Data Ferries under Partial Observations, IEEE WCNC, Sydney, Australia, April 2010.
  81. Wei Wei, Ting He, Chatschik Bisdikian, Dennis Goeckel, and Don Towsley, Target Tracking with Packet Delays and Losses – QoI amid Latencies and Missing Data, IQ2S in conjuction with IEEE PERCOM, Mannheim, Germany, March 2010.
  82. Zainul Charbiwala, Supriyo Chakraborty, Sadaf Zahedi, Younghun Kum, Ting He, Chatschik Bisdikian, and Mani Srivastava, Compressive Oversampling for Robust Data Transmission in Sensor Networks, IEEE INFOCOM, San Diego, CA, March 2010.

    2009
  83. Ting He, Lang Tong, and Ananthram Swami, On the Maximum Throughput of Clandestine Sensor Networking, IEEE MILCOM, Boston, MA, October 2009.
  84. Ting He, Lang Tong, and Ananthram Swami, Maximum Throughput of Clandestine Relay, Allerton Conference, Monticello, IL, September 2009.
  85. Animashree Anandkumar, Chatschik Bisdikian, Ting He, and Dakshi Agrawal, Selectively Retrofitting Monitoring in Distributed Systems, Sigmetrics MAMA Workshop, Seattle, WA, June 2009.

    2008
  86. Ting He, Murtaza Zafer, and Chatschik Bisdikian, Detection of Transient Signals with Incomplete Observations, IEEE MILCOM, San Diego, CA, November 2008.
  87. Ting He, Ho Yin Wong, and Kang-won Lee, Traffic Analysis in Anonymous MANETs, IEEE MILCOM, San Diego, CA, November 2008.
  88. Nikoletta Sofra, Ting He, Petros Zerfos, Bong Jun Ko, Kang-won Lee, and Kin K. Leung, Accuracy Analysis of Data Aggregation for Network Monitoring, IEEE MILCOM, San Diego, CA, November 2008.
  89. Ting He and Murtaza Zafer, Adaptive Sampling for Transient Signal Detection in the Presence of Missing Samples, IEEE MASS: QoISN Workshop, Atlanta, GA, September 2008.
  90. Ameya Agaskar, Ting He and Lang Tong, A Distributed Scheme for Detection of Information Flows in Chaff, IEEE CISS, Princeton, NJ, March 2008.
  91. Ting He, Ameya Agaskar, and Lang Tong, On Security-Aware Transmission Scheduling, IEEE ICASSP, Las Vegas, NV, March 2008.

    2007
  92. Ting He and Lang Tong, Distributed Detection of Information Flows with Side-Information, IEEE Asilomar, Pacific Grove, CA, November 2007.
  93. Ting He and Lang Tong, Distributed Detection of Information Flows in Chaff, IEEE ISIT, Nice, France, June 2007.
  94. Ting He and Lang Tong, Detecting Information Flows: Improving Chaff Tolerance by Joint Detection, IEEE CISS, Baltimore, MD, March 2007.

    2006
  95. Ting He and Lang Tong, Robust Detection of Stepping-Stone Attacks, Army Science Conference, Orlando, FL, November 2006.
  96. Ting He, Parvathinathan Venkitasubramaniam, and Lang Tong, Packet Scheduling Against Stepping-Stone Attacks with Chaff, IEEE MILCOM, Washington, DC, October 2006.
  97. Parvathinathan Venkitasubramaniam, Ting He, and Lang Tong, Networking with Secrecy Constraints, IEEE MILCOM, Washington, DC, October 2006.
  98. Ting He and Lang Tong, Detecting Encrypted Interactive Stepping-Stone Connections, IEEE ICASSP, Toulouse, France, May 2006.
  99. Ting He and Lang Tong, A Signal Processing Perspective to Stepping-Stone Detection, IEEE CISS, Princeton, NJ, March 2006.

    2005
  100. Ting He, Lang Tong, and Ananthram Swami, Nonparametric Change Estimation in 2D Random Fields, IEEE MILCOM, Atlantic City, NJ, October 2005.
  101. Ting He, Shai Ben-David, and Lang Tong, Nonparametric Change Detection in 2D Random Sensor Fields, IEEE ICASSP (BEST STUDENT PAPER), Philadelphia, PA, March 2005.

    2004
  102. Ting He, Shai Ben-David, and Lang Tong, Change Detection and Estimation in Large Scale Sensor Networks: Linear Complexity Algorithms, Army Science Conference, Orlando, FL, November 2004.
  103. Shai Ben-David, Ting He, and Lang Tong, Nonparametric Approach to Change Detection and Estimation in Large Scale Sensor Networks, CISS, Princeton, NJ, March 2004.

NIS-ITA Conferences

  1. Ting He, Chang Liu, Ananthram Swami, Don Towsley, Theodoros Salonidis, Andrei Iu. Bejan, and Paul Yu, Design of Probing Experiments for Loss Tomography, ITA Annual Fall Meeting (long paper), September 2015.
  2. Rahul Urgaonkar, Shiqiang Wang, Ting He, Murtaza Zafer, Kevin Chan, and Kin K Leung, Dynamic Service Migration and Workload Scheduling in Micro-Clouds, ITA Annual Fall Meeting (long paper), September 2015.
  3. Liang Ma, Ting He, Ananthram Swami, Don Towsley, and Kin K Leung, Optimal Monitor Placement for Node Failure Localization in Communication Networks, ITA Annual Fall Meeting (short paper), September 2015.
  4. Chang Liu, Ting He, Ananthram Swami, Don Towsley, Theodoros Salonidis, Andrei I Bejan, and Paul Yu, Multicast vs. Unicast for Loss Tomography on Trees, ITA Annual Fall Meeting (short paper), September 2015.
  5. Shiqiang Wang, Rahul Urgaonkar, Ting He, Kevin Chan, and Kin K Leung, Distributed Workload Scheduling with Limited Control Information Exchange in Mobile Micro-Clouds, ITA Annual Fall Meeting (short paper), September 2015.
  6. Shiqiang Wang, Rahul Urgaonkar, Ting He, Kevin Chan, Murtaza Zafer, and Kin K Leung, Dynamic Service Placement for Mobile Micro-Clouds with Predicted Future Costs, ITA Annual Fall Meeting (short paper), September 2015.
  7. Shiqiang Wang, Kevin Chan, Rahul Urgaonkar, Ting He, and Kin K Leung, Emulation-based Study of Dynamic Service Placement in Mobile Micro-Clouds, ITA Annual Fall Meeting (short paper), September 2015.
  8. Ertugrul N Ciftcioglu, Kevin Chan, Rahul Urgaonkar, Shiqiang Wang, and Ting He, Security-aware Service Migration for Tactical Mobile Micro-Clouds, ITA Annual Fall Meeting (short paper), September 2015.
  9. Antonio A Rocha, Theodoros Salonidis, Ting He, and Don Towsley, sLRFU: A Data Streaming Based Least Recently Frequently Used Policy, ITA Annual Fall Meeting (short paper), September 2015.
  10. Liang Ma, Ting He, Ananthram Swami, Don Towsley, Kin K. Leung, and Jessica Lowe, Node Failure Localization in Communication Networks via Network Tomography, ITA Annual Fall Meeting (long paper), October 2014.
  11. Mostafa Dehghan, Anand Seetharam, Ting He, Theodoros Salonidis, Jim Kurose, Don Towsley, Bo Jiang, and Ramesh K. Sitaraman, Minimum Delay Stream Routing and Content Caching in Hybrid Coalition Networks, ITA Annual Fall Meeting (long paper), October 2014.
  12. Shiqiang Wang, Rahul Urgaonkar, Murtaza Zafer, Kevin Chan, Ting He, and Kin K. Leung, Mobility-driven Service Migration in Mobile Edge-Clouds, ITA Annual Fall Meeting (long paper), October 2014.
  13. Chang Liu, Ting He, Ananthram Swami, Don Towsley, Theodoros Salonidis, Andrei Iu. Bejan, and Paul Yu, Experiment Design for Link Loss Tomography, ITA Annual Fall Meeting (short paper), October 2014.
  14. Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, and Don Towsley, Monitor Placement for Maximizing Network Identifiability via End-to-end Path Measurements, ITA Annual Fall Meeting (short paper), October 2014.
  15. Liang Ma, Ting He, Kin K. Leung, Don Towsley, and Ananthram Swami, Efficient Identification of Additive Link Metrics via Network Tomography, ITA Annual Fall Meeting, long paper (BEST STUDENT PAPER), October 2013.
  16. Shiqiang Wang, Guan-Hua Tu, Raghu Ganti, Ting He, Kin K Leung, Howard Tripp, Katy Warr, and Murtaza Zafer, Mobile Micro-Cloud: Application Classification, Mapping, and Deployment, ITA Annual Fall Meeting, long paper, October 2013.
  17. Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, and Don Towsley, Link Identifiability in Communication Networks with Two Monitors, ITA Annual Fall Meeting, short paper, October 2013.
  18. Chang Liu, Ting He, Ananthram Swami, Don Towsley, Theodoros Salonidis, and Kin K Leung, Measurement Design Framework for Network Tomography Using Fisher Information, ITA Annual Fall Meeting, short paper, October 2013.
  19. Shiqiang Wang, Murtaza Zafer, Kin K Leung, and Ting He, Security-aware Application Placement in a Mobile Micro-cloud, ITA Annual Fall Meeting, short paper, October 2013.
  20. Ting He, Dennis Goeckel, Ramya Raghavendra, and Don Towsley, Endhost-based Shortest Path Routing in Dynamic Networks, Annual Conference of ITA (ACITA), September 2012.
  21. Liang Ma, Ting He, Kin K. Leung, Ananthram Swami, and Don Towsley, Topological Constraints on Identifying Additive Link Metrics via End-to-end Path Measurements, Annual Conference of ITA (ACITA), September 2012.
  22. Liang Ma, Ting He, Ananthram Swami, Kang-won Lee, and Kin K. Leung, Hierarchical Mobility Control for Data Ferries under Constrained Message Delays, Annual Conference of ITA (ACITA), September 2011.
  23. Ting He, Kang-won Lee, and Ananthram Swami, Controlling Autonomous Data Ferries with Partial Observations, Annual Conference of ITA (ACITA), London, UK, September 2010.
  24. Wei Wei, Ting He, Chatschik Bisdikian, Lance Kaplan, Dennis Goeckel, and Don Towsley, Target Tracking with Packet Delays and Losses – QoI amid Latencies and Missiong Data, Annual Conference of ITA (ACITA), London, UK, September 2010.
  25. Ting He, Nikoletta Sofra, Kang-won Lee, and Kin K. Leung, Enabling Inter-Domain DTN Communications by Networked Static Gateways, Annual Conference of ITA (ACITA), Hyattsville, MD, September 2009.
  26. Zainul Charbiwala, Sadaf Zahedi, Younghun Kum, Supriyo Chakraborty, Mani Srivastava, Ting He, and Chatschik Bisdikian, Improving Data Integrity with Randomness: A Compressive Sensing Approach, Annual Conference of ITA (ACITA) (short paper), Hyattsville, MD, September 2009.
  27. Ting He, Murtaza Zafer, and Chatschik Bisdikian, Detecting Transient Signals with Incomplete Observations: Performance Analysis, Annual Conference of ITA (ACITA) (short paper), London, UK, September 2008.
  28. Nikoletta Sofra, Ting He, Petros Zerfos, Bong Jun Ko, Kang-won Lee, and Kin K. Leung, Accuracy Analysis of Data Aggregation for Network Monitoring, Annual Conference of ITA (ACITA) (short paper), London, UK, September 2008.

Technical Reports

  1. Ting He, Ertugrul N. Ciftcioglu, Shiqiang Wang, and Kevin Chan, Location Privacy in Mobile Edge Clouds, Technical Report, March 2017.
  2. Ting He, Novella Bartolini, Hana Khamfroush, InJung Kim, Liang Ma, and Tom La Porta, Service Placement for Detecting and Localizing Failures Using End-to-End Observations, IBM Research Report, December 2015.
  3. Ting He, Liang Ma, Athanasios Gkelias, Kin K Leung, Ananthram Swami, and Don Towsley, Robust Monitor Placement for Network Tomography in Dynamic Networks, IBM Research Report, July 2015.
  4. Ting He, Chang Liu, Ananthram Swami, Don Towsley, Theodoros Salonidis, Andrei Iu. Bejan, and Paul Yu, Notes on Fisher Information-Based Measurement Design for Network Tomography, IBM Research Report, August 2014.
  5. Ting He, Dennis Goeckel, Ramya Raghavendra, and Don Towsley, Endhost-Based Shortest Path Routing in Dynamic Networks: Supporting Materials, IBM Research Report, July 2012.
  6. Ting He, Shiyao Chen, Hyoil Kim, Lang Tong, and Kang-Won Lee, Bandwidth-Latency Tradeoff in Opportunistic Task Scheduling: Supporting Materials, IBM Research Report, July 2011.
  7. Ting He, Animashree Anandkumar, and Dakshi Agrawal, Tracking Dynamic Networks under Sampling Constraints: Supporting Materials, IBM Research Report No. RC25025, July 2010.
  8. Ting He, Kang-won Lee, and Ananthram Swami, Controlling Autonomous Data Ferries: Proof of Selected Theorems, IBM Research Report No. RC24980, April 2010.
  9. Ting He, Nikoletta Sofra, Kang-won Lee, and Kin K. Leung, Supporting Materials for “Utility-Based Gateway Deployment in Multi-Domain DTNs”, IBM Research Report No. RC24826, July 2009.
  10. Ting He, Maximum Throughput of Clandestine Relay: Proof of Selected Theorems, IBM Research Report No. RC24634, September 2008.

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