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
    Ghosh, Pradipta, Liu, Xiaochen, Qiu, Hang, Vieira, Marcos A. M., Sukhatme, Gaurav S., and Govindan, Ramesh
    ACM Trans. Sen. Netw. Feb 2022
  2. TMC
    Synthesis of Large-Scale Instant IoT Networks
    Ghosh, Pradipta, Bunton, Jonathan, Pylorof, Dimitrios, Vieira, Marcos A. M., Chan, Kevin,  Govindan, Ramesh, Sukhatme, Gaurav S., Tabuada, Paulo, and Verma, Gunjan
    IEEE Transactions on Mobile Computing Feb 2021
  3. SoCC
    Scrooge: A Cost-Effective Deep Learning Inference System
    Hu, Yitao, Ghosh, Rajrup, and Govindan, Ramesh
    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
    Hu, Yitao, Pang, Weiwu, Liu, Xiaochen, Ghosh, Rajrup, Ko, Bongjun, Lee, Wei-Han, and Govindan, Ramesh
    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
    Bagchi, Saurabh, Abdelzaher, Tarek F,  Govindan, Ramesh, Shenoy, Prashant, Atrey, Akanksha, Ghosh, Pradipta, and Xu, Ran
    IEEE Internet of Things Journal Feb 2020
  6. IROS
    Persistent Connected Power Constrained Surveillance with Unmanned Aerial Vehicles
    Ghosh, Pradipta, Tabuada, Paulo,  Govindan, Ramesh, and Sukhatme, Gaurav S
    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
    Liu, Xiaochen, Jiang, Yurong, Kim, Kyu-Han, and Govindan, Ramesh
    In Feb 2020
  8. Rapid Top-Down Synthesis of Large-Scale IoT Networks
    Ghosh, Pradipta, Bunton, Jonathan, Pylorof, Dimitrios, Vieira, Marcos, Chan, Kevin,  Govindan, Ramesh, Sukhatme, Gaurav, Tabuada, Paulo, and Verma, Gunjan
    In Proceedings of the IEEE International Conference on Computer Communications and Networks (ICCCN) Feb 2020
  9. Sensys
    Caesar: Cross-camera Complex Activity Recognition
    Liu, Xiaochen, Ghosh, Pradipta, Ulutan, Oytun, Manjunath, B.S., Chan, Kevin, and Govindan, Ramesh
    In Proceedings of the IEEE International Conference on Computer Communications and Networks (ICCCN) Feb 2019
  10. IoTDI
    Kestrel: Video Analytics for Augmented Multi-Camera Vehicle Tracking
    Qiu, H, Liu, X, Rallapalli, S, Bency, A J, Chan, K, Urgaonkar, R, Manjunath, B S, and Govindan, R
    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
    Rager, Scott T, Ciftcioglu, Ertugrul N, Ramanathan, Ram, Porta, Thomas F La, and Govindan, Ramesh
    IEEE/ACM Trans. Netw. Feb 2018