Distributed Tree-Based Machine Learning for Short-Term Load Forecasting With Apache Spark

Distributed Tree-Based Machine Learning for Short-Term Load Forecasting With Apache Spark

<p>Machine learning algorithms have been intensively applied to perform load forecasting to obtain better accuracies as compared to traditional statistical methods. However, with the huge increase in data size, sophisticated models have to be created which require big data platforms. Optimal a...

Full description

Saved in:
Bibliographic Details
Main Author: Ameema Zainab (16864263) (author)
Other Authors: Ali Ghrayeb (16864266) (author), Haitham Abu-Rub (16855500) (author), Shady S. Refaat (16864269) (author), Othmane Bouhali (8252544) (author)
Published: 2021
Subjects:
Engineering
Electrical engineering
Information and computing sciences
Data management and data science
Machine learning
Sparks
Big Data
Load forecasting
Data models
Load modeling
Parallel processing
Computational modeling
Apache spark
Concurrent computing
Resource management
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items