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bayudwiyansatria / library-java-apache-hadoop

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Apache Hadoop. Apache Hadoop is a collection of open-source software utilities that facilitate using a network of many computers to solve problems involving massive amounts of data and computation. It provides a software framework for distributed storage and processing of big data using the MapReduce programming model. Originally designed for co…

library libraries java-library apache-hadoop apache-hadoop-framework bayudwiyansatria apache-hadoop-library
  • Updated Oct 7, 2021
  • Java
FlightAnalysis

Lucass97 / FlightAnalysis

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This project implemented a lambda architecture for analyzing domestic flight data in the US from 2009 to 2020. It used Apache Spark for batch processing, Spark Streaming for real-time analysis, and SVM models to predict flight cancellations and delays, with Docker for cluster management and Grafana for real-time visualization.

python docker kafka spark cassandra apache-spark influxdb bigdata jupyter-notebook spark-streaming portainer lambda-architecture spark-sql spark-mllib hadoop-hdfs apache-hadoop apache-mllib roma-tre-university flights-data flights-delays
  • Updated Jul 28, 2023
  • Jupyter Notebook

Coursal / Text-Sentiment-Analysis-In-Hadoop-And-Spark

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The source code developed and used for the purposes of my thesis with the same title under the guidance of my supervisor professor Vasilis Mamalis for the Department of Informatics and Computer Engineering of the University of West Attica.

text-mining spark apache-spark hadoop sentiment-analysis text-classification naive-bayes naive-bayes-classifier mapreduce opinion-mining support-vector-machines hadoop-mapreduce naive-bayes-classification sentiment-classification spark-mllib apache-hadoop support-vector-machine-svm
  • Updated Mar 13, 2021
  • Java

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