NilmDB: The Non-Intrusive Load Monitor Database
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TL;DR
NilmDB provides the central component of a flexible, distributed architecture for the storage, transfer, manipulation, and analysis of time-series data and facilitates remote viewing and management of large data sets by utilizing efficient data reduction and indexing techniques.
Abstract
This paper presents NilmDB, a comprehensive framework designed to solve the "big data" problem of non-intrusive load monitoring and diagnostics. It provides the central component of a flexible, distributed architecture for the storage, transfer, manipulation, and analysis of time-series data. NilmDB is network-transparent and facilitates remote viewing and management of large data sets by utilizing efficient data reduction and indexing techniques.