Non-Intrusive Load Monitoring Toolkit (nilmtk)
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Updated
Apr 23, 2024 - Python
Non-Intrusive Load Monitoring Toolkit (nilmtk)
Disseminated, Distributed OS for Hardware Resource Disaggregation. USENIX OSDI 2018 Best Paper.
A curated resources of awesome NILM resources
Splash, a flexible Spark shuffle manager that supports user-defined storage backends for shuffle data storage and exchange
OpenAurora is a cloud-native database system prototype developed at Purdue University. It is an open-source version of Amazon Aurora. It is designed to enable more research in cloud-native database systems for our database community.
Meteorology Simulator
Passive Disaggregated Persistent Memory at USENIX ATC 2020.
DINOMO: An Elastic, Scalable, High-Performance Key-Value Store for Disaggregated Persistent Memory (PVLDB 2022, VLDB 2023)
Random Forest-informed Population Disaggregation R package
Overview of research papers with focus on low frequency NILM employing DNNs
Pin based tool for simulation of rack-scale disaggregated memory systems
Two-Steps Benchmarks for Time Series Disaggregation (French Quarterly National Accounts methodology)
C++-Implementation of a flexible algorithm for regional and sectoral disaggregation of multi-regional input-output (MRIO) tables.
Command line script and Python package for working with meteorological time-series data.
D-RocksDB disaggregate the memory of block cache in RocksDB, but seems not quite useful with my implementation.
Code for "Data efficient energy disaggregation with behind-the-meter energy resources."
Open Source project to disaggregation energy consumption profiles from meter data
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