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- short-paperDecember 2022
eptk: energy prediction toolkit
BuildSys '22: Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and TransportationPages 512–515https://doi.org/10.1145/3563357.3567410Building energy use prediction plays a crucial role in whole building energy management. In recent years, with the advent of advanced metering infrastructures that generate sub-hourly energy meter readings, data-driven energy prediction models have been ...
- research-articleMay 2016
BES: Differentially Private and Distributed Event Aggregation in Advanced Metering Infrastructures
CPSS '16: Proceedings of the 2nd ACM International Workshop on Cyber-Physical System SecurityPages 59–69https://doi.org/10.1145/2899015.2899021Significant challenges for online event aggregation in the context of Cyber-Physical Systems stem from the computational requirements of their distributed nature, as well as from their privacy concerns. In the context of the latter, differential privacy ...