A Regularization-Based Big Data Framework for Winter Precipitation Forecasting on Streaming Data

A Regularization-Based Big Data Framework for Winter Precipitation Forecasting on Streaming Data

In the current paper, we propose a machine learning forecasting model for the accurate prediction of qualitative weather information on winter precipitation types, utilized in Apache Spark Streaming distributed framework. The proposed model receives storage and processes data in real-time, in order...

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Bibliographic Details
Main Authors: Andreas Kanavos, Maria Trigka, Elias Dritsas, Gerasimos Vonitsanos, Phivos Mylonas
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Electronics
Subjects:
Apache Cassandra
Apache Kafka
Apache Spark Streaming
big data
classification
knowledge discovery
Online Access:https://www.mdpi.com/2079-9292/10/16/1872

Internet

https://www.mdpi.com/2079-9292/10/16/1872

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