Networked Sensing

We have had a long interest in networked sensing, the idea that information from network-connected sensors can be mined to understand environments and behaviors

  1. ToSN
    Sensing the Sensor: Estimating Camera Properties with Minimal Information
    Pradipta Ghosh, Xiaochen Liu, Hang Qiu, and 3 more authors
    ACM Trans. Sen. Netw. Feb 2022
  2. TMC
    Synthesis of Large-Scale Instant IoT Networks
    Pradipta Ghosh, Jonathan Bunton, Dimitrios Pylorof, and 6 more authors
    IEEE Transactions on Mobile Computing Feb 2021
  3. SoCC
    Scrooge: A Cost-Effective Deep Learning Inference System
    Yitao Hu, Rajrup Ghosh, and Ramesh Govindan
    In SoCC ’21: ACM Symposium on Cloud Computing, Seattle, WA, USA, November 1 - 4, 2021 Feb 2021
  4. IoTDI
    Rim: Offloading Inference to the Edge
    Yitao Hu, Weiwu Pang, Xiaochen Liu, and 4 more authors
    In Proceedings of the 6th ACM/IEEE Conference on Internet of Things Design and Implementation, 2021 Feb 2021
  5. IoTJ
    New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges
    Saurabh Bagchi, Tarek F Abdelzaher, Ramesh Govindan, and 4 more authors
    IEEE Internet of Things Journal Feb 2020
  6. IROS
    Persistent Connected Power Constrained Surveillance with Unmanned Aerial Vehicles
    Pradipta Ghosh, Paulo Tabuada, Ramesh Govindan, and 1 more author
    In Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Feb 2020
  7. Grab: Fast and Accurate Sensor Processing for Cashier-Free Shopping
    Xiaochen Liu, Yurong Jiang, Kyu-Han Kim, and 1 more author
    In Feb 2020
  8. Rapid Top-Down Synthesis of Large-Scale IoT Networks
    Pradipta Ghosh, Jonathan Bunton, Dimitrios Pylorof, and 6 more authors
    In Proceedings of the IEEE International Conference on Computer Communications and Networks (ICCCN) Feb 2020
  9. Sensys
    Caesar: Cross-camera Complex Activity Recognition
    Xiaochen Liu, Pradipta Ghosh, Oytun Ulutan, and 3 more authors
    Feb 2019
  10. IoTDI
    Kestrel: Video Analytics for Augmented Multi-Camera Vehicle Tracking
    H Qiu, X Liu, S Rallapalli, and 5 more authors
    In 2018 IEEE/ACM Third International Conference on Internet-of-Things Design and Implementation (IoTDI) Feb 2018
  11. ToN
    Scalability and Satisfiability of Quality-of-Information in Wireless Networks
    Scott T Rager, Ertugrul N Ciftcioglu, Ram Ramanathan, and 2 more authors
    IEEE/ACM Trans. Netw. Feb 2018