sat2pc: Generating Building Roof's Point Cloud from a Single 2D Satellite Images
Yoones Rezaei, Stephen Lee.
Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems (with CPS-IoT Week 2023) Best Paper Award Runner-up [PDF] Code
REACT: Streaming Video Analytics On The Edge With Asynchronous Cloud Support
Anurag Ghosh, Srinivasan Iyengar, Stephen Lee, Anuj Rathore, and Venkata N. Padmanabhan.
In Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023. [PDF]
Solar-powered Parking Analytics System Using Deep Reinforcement Learning
Yoones Rezaei, Talha Khan, Stephen Lee, Daniel Mossé
ACM Transactions on Sensor Networks, 2023. [PDF] Code
IoT-enabled User Agency for Building Sustainability
Stephen Lee, Ousmane DIENG, Longfei Shangguan, Jacob Biehl, Adam Lee, Daniel Mossé, Panos Chrysanthis
Frontiers in the Internet of Things, 2023. [PDF]
Distributed Rate Control of Smart Solar Arrays with Batteries
Phuthipong Bovornkeeratiroj, Stephen Lee, Srinivasan Iyengar, David Irwin, Prashant Shenoy
Frontiers in the Internet of Things, 2023. [PDF]
Differentially Private Federated Continual Learning with Heterogeneous Cohort Privacy
Ajesh Koyatan Chathoth, Clark P Necciai, Abhyuday Jagannatha, Stephen Lee
IEEE International Conference on Big Data (Big Data), 2022. [PDF]
Bringing Energy into Utility-Privacy Tradeoff in IoT
Henrique Pötter, Daniel Mossé, Stephen Lee
IEEE International Conference on Smart Computing (SMARTCOMP), 2022 [PDF]
AutoShare: Virtual community solar and storage for energy sharing
Stephen Lee, Prashant Shenoy, Krithi Ramamritham, David Irwin
Energy Informatics, 2021 [PDF]
Energy-efficient parking analytics system using deep reinforcement learning
Yoones Rezaei, Stephen Lee, Daniel Mosse
Proceedings of the 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 2021 Best Paper Award Runner-up [PDF]
Towards privacy-preserving framework for non-intrusive load monitoring
Henrique Pötter, Stephen Lee, Daniel Mossé
Proceedings of the Twelfth ACM international conference on future energy systems, 2021 [PDF] Code
Ride substitution using electric bike sharing: feasibility, cost, and carbon analysis
John Wamburu, Stephen Lee, Mohammad H Hajiesmaili, David Irwin, Prashant Shenoy
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2021 [PDF]
WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale
Srinivasan Iyengar, Stephen Lee, David Irwin, Prashant Shenoy, Benjamin Weil
ACM Transactions on Data Science, 2021 [PDF]
Maintaining privacy and utility in IoT system analytics
Daniel Mossé, Henrique Pötter, Stephen Lee
Second IEEE international conference on trust, privacy and security in intelligent systems and applications (TPS-ISA), 2020 [PDF]
FastFabric: Scaling hyperledger fabric to 20 000 transactions per second
Christian Gorenflo, Stephen Lee, Lukasz Golab, Srinivasan Keshav
International Journal of Network Management, 2020 [PDF]
Emission-aware Energy Storage Scheduling for a Greener Grid
Rishikesh Jha, Stephen Lee, Srinivasan Iyengar, Mohammad Hajiesmaili, David Irwin and Prashant Shenoy
Proceedings of ACM Intl. Conference on Future Energy Systems (e-Energy), Melbourne, Australia, June 2020. Best Paper Award Runner-up[PDF]
RepEL: A Utility-preserving Privacy System for IoT-based Energy Meters
Phuthipong Bovornkeeratiroj, Srinivasan Iyengar, Stephen Lee, David Irwin and Prashant Shenoy
Proceedings of ACM/IEEE Conference on Internet of Things Design and Implementation (IoTDI), Sydney, April 2020. [PDF]
DeepRoof: A Data-driven Approach For Solar Potential Estimation for Rooftop Imagery.
Stephen Lee, Srinivasan Iyengar, Menghong Feng, Prashant Shenoy, Subhransu Maji
Proceedings of 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2019), Anchorage, Alaska, August 2019 (oral presentation paper). [PDF]
FastFabric: Scaling Hyperledger Fabric to 20,000 Transactions per Second.
Christian Gorenflo, Stephen Lee, Lukasz Golab, Srinivasan Keshav
IEEE International Conference on Blockchain and Cryptocurrency (ICBC 2019), Seoul, South Korea, May 2019. [PDF]
Managing Risk in a Derivative IaaS Cloud.
Prateek Sharma, Stephen Lee, Tian Guo, David Irwin, and Prashant Shenoy.
Proceedings of IEEE Transactions on Parallel and Distributed Systems, (TPDS '18). [PDF]
WattHome: A Data-driven Approach for Energy Efficiency Analytics at City-scale.
Srinivasan Iyengar, Stephen Lee, David Irwin, Prashant Shenoy, and Benjamin Weil.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (KDD '18). [PDF]
SolarClique: Detecting Anomalies in Residential Solar Arrays.
Srinivasan Iyengar, Stephen Lee, Daniel Sheldon, and Prashant Shenoy.
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, (ACM COMPASS '18). [PDF]
Analyzing Distribution Transformers at City Scale and the Impact of EVs and Storage .
John Wamburu, Stephen Lee, Prashant Shenoy, and David Irwin.
Proceedings of the Ninth International Conference on Future Energy Systems, (ACM e-Energy '18). [PDF]
vSolar: Virtualizing Community Solar and Storage for Energy Sharing. Stephen Lee, Prashant Shenoy, Krithi Ramamritham, David Irwin.
Proceedings of the Ninth International Conference on Future Energy Systems, (ACM e-Energy '18). (Notes Paper). [Notes]
Distributed Rate Control for Smart Solar Arrays. Stephen Lee, Srinivasan Iyengar, David Irwin, and Prashant Shenoy.
Proceedings of the Eighth International Conference on Future Energy Systems, (ACM e-Energy '17) [PDF]
SunShade: Enabling Software-Defined Solar-Powered Systems.
Akansha Singh, Stephen Lee, David Irwin, and Prashant Shenoy.
Proceedings of the 8th ACM/IEEE International Conference on Cyber-Physical Systems, (ICCPS '17) [PDF]
Enabling Distributed Energy Storage by Incentivizing Small Load Shifts..
David Irwin, Srinivasan Iyengar, Stephen Lee, Aditya Mishra, Prashant Shenoy, and Ye Xu.
ACM Transactions on Cyber-Physical Systems (ACM TCPS '17). [PDF]
Analyzing Energy Usage on a City-scale
using Utility Smart Meters. Srinivasan Iyengar, Stephen Lee, David Irwin,
Prashant Shenoy. Proceedings of the 3rd ACM
International Conference on Embedded Systems for Energy-Efficient
Built Environments (ACM BuildSys). 2016. [PDF]
Shared Solar-powered EV Charging
Stations: Feasibility and Benefits. Stephen Lee, Srinivasan Iyengar, David Irwin,
Prashant Shenoy. Proceedings of the seventh
Intl. Green and Sustainable Computing (IGSC), Hangzhou, China,
Nov 2016. [PDF]
How to Cool Internet-Scale
Distributed Networks on the Cheap. Vani Gupta, Stephen Lee, Prashant Shenoy, Ramesh
Sitaraman, Rahul Urgaonkar.
Proceedings of the seventh ACM Intl. Conference on Future Energy Systems (ACM e-Energy), Waterloo, Canada, June 2016. [PDF]
Integrating
Energy Storage in Electricity Distribution Networks. Aditya Mishra, Ramesh Sitaraman, David Irwin, Ting Zhu,
Prashant Shenoy, Bhavana Dalvi, Stephen Lee.
Proceedings of the sixth ACM Intl. Conference on Future Energy Systems (ACM e-Energy), Bengaluru, India, July 2015. [PDF]
Cost Minimization using Renewable Cooling
and Thermal Energy Storage in CDNs. Stephen Lee, Rahul Urgaonkar, Ramesh Sitaraman,
Prashant Shenoy. Proceedings of the 12th IEEE
International Conference on Autonomic Computing (ICAC), July
2015. [PDF]
Towards cooling Internet-Scale
Distributed Networks on the Cheap. Vani Gupta, Stephen Lee, Prashant Shenoy, Ramesh
Sitaraman, Rahul Urgaonkar. Proceedings of the ACM
Sigmetrics Conference, (ACM SIGMETRICS '15) Portland, Oregon, June 2015. [Extended Abstract]
SpotCheck: Designing a Derivative IaaS Cloud on the Spot Market. Prateek Sharma, Stephen Lee, Tian Guo, David
Irwin, Prashant Sharma. Proceedings of the Tenth European Conference
on Computer Systems, (EuroSys '15), April 2015. [PDF]