Concept and benchmark results for Big Data energy forecasting based on Apache Spark.
Jorge Ángel González OrdianoAndreas BartschatNicole LudwigEric BraunSimon WaczowiczNicolas RenkampNico PeterClemens DüpmeierRalf MikutVeit HagenmeyerPublished in: J. Big Data (2018)
Keyphrases
- big data
- cloud computing
- unstructured data
- data intensive
- social media
- data processing
- data analysis
- data visualization
- energy consumption
- data management
- big data analytics
- business intelligence
- open source
- electricity consumption
- forecast models
- knowledge discovery
- vast amounts of data
- data sets
- data warehousing
- high volume
- software engineering
- data science
- massive data
- predictive model
- predictive modeling
- open source projects
- information systems
- massive datasets
- business analytics
- database systems
- health informatics
- open source software
- end users
- case based reasoning