Scalable Big Data Analysis Examples
This repository collects some examples of Big Data Analysis applications with the most widespread systems for scalable analysis:
- Apache Hadoop for the MapReduce model;
- Apache Spark and Apache Storm for the DAG model;
- Apache Hama for the BSP model;
- MPI for the message passing model;
- Apache Hive and Apache Pig for the SQL-like model.
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Orsino, Alessio, Domenico Talia, and Paolo Trunfio. Programming scalable big data analysis: Properties and advanced examples. Journal of Big Data, 2021. To appear.