2025
Tin-Tin: Towards Tiny Learning on Tiny Devices with Integer-based Neural Network Training.
CoRR, April, 2025
2024
Design Methodology for Robust, Distributed Time-Sensitive Applications.
IEEE Internet Things Mag., January, 2024
CoRAST: Towards Foundation Model-Powered Correlated Data Analysis in Resource-Constrained CPS and IoT.
CoRR, 2024
2023
Intelligent Communication Planning for Constrained Environmental IoT Sensing with Reinforcement Learning.
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023
Improving LP-WAN performance in Dense Environments with Practical Directional Clients.
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023
GiPH: Generalizable Placement Learning for Adaptive Heterogeneous Computing.
Proceedings of the Sixth Conference on Machine Learning and Systems, 2023
2022
Plan B: Design Methodology for Cyber-Physical Systems Robust to Timing Failures.
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ACM Trans. Cyber Phys. Syst., 2022
2021
TrafficNNode: Low Power Vehicle Sensing Platform for Smart Cities.
Proceedings of the IEEE International Conference on Smart Internet of Things, 2021
Experiences in LP-IoT: EnviSense Deployment of Remotely Reprogrammable Environmental Sensors.
Proceedings of the LP-IoT@MobiCom 2021: Proceedings of the 1st ACM Workshop on No Power and Low Power Internet-of-Things, New Orleans, LA, USA, 31 January 2022, 2021
OwLL: Accurate LoRa Localization using the TV Whitespaces.
Proceedings of the IPSN '21: The 20th International Conference on Information Processing in Sensor Networks, 2021
2020
Frequency Configuration for Low-Power Wide-Area Networks in a Heartbeat.
Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020
Does ambient RF energy suffice to power battery-free IoT?
Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020
Quick (and Dirty) Aggregate Queries on Low-Power WANs.
Proceedings of the 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2020
2019
TickTalk - Timing API for Dynamically Federated Cyber-Physical Systems.
CoRR, 2019
Learning to Learn in Simulation.
CoRR, 2019
Autonomous Curiosity for Real-Time Training Onboard Robotic Agents.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
LongShoT: long-range synchronization of time.
Proceedings of the 18th International Conference on Information Processing in Sensor Networks, 2019
2018
Rethinking the Future of Wireless Emergency Alerts: A Comprehensive Study of Technical and Conceptual Improvements.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018
ClickBAIT-v2: Training an Object Detector in Real-Time.
CoRR, 2018
Charm: exploiting geographical diversity through coherent combining in low-power wide-area networks.
Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018
The openchirp low-power wide-area network and ecosystem: demo abstract.
Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018
ClickBAIT: Click-based Accelerated Incremental Training of Convolutional Neural Networks.
Proceedings of the 47th IEEE Applied Imagery Pattern Recognition Workshop, 2018
2017
ClickBAIT: Click-based Accelerated Incremental Training of Convolutional Neural Networks.
CoRR, 2017
OpenChirp: A Low-Power Wide-Area Networking architecture.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017
2014
Evolution of digital modulation schemes for radio systems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Energy-governed resilient networked systems.
Proceedings of the 11th IEEE Consumer Communications and Networking Conference, 2014
2013
Supporting Personizable Virtual Internet of Things.
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Proceedings of the 2013 IEEE 10th International Conference on Ubiquitous Intelligence and Computing and 2013 IEEE 10th International Conference on Autonomic and Trusted Computing, 2013
An Infrastructure Supporting Considerate Sensor Service Provisioning.
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Proceedings of the 2013 IEEE 6th International Conference on Service-Oriented Computing and Applications, 2013
Mobile Computing: Challenges and Opportunities for Autonomy and Feedback.
Proceedings of the 8th International Workshop on Feedback Computing, 2013
Sensor Data as a Service - A Federated Platform for Mobile Data-centric Service Development and Sharing.
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Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013
2010
Embedded Systems as Datacenters.
Proceedings of the High Performance Embedded Architectures and Compilers, 2010