Repo for Big Data Management project
Three components were created in this project, a producer / data collector (kafka), a distributed database (CassandraDB) and a consumer / data processor (Spark).
The collection of data from a network of sensors was simulated, which then had to be processed and stored in a distributed and efficient way. The data collected (or generated) by kafka were then processed by spark and saved for long-term archiving on cassanda db.
The connection between the PCs has been made simple and scalable using Zerotier.
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- Kafka module
- Cassanda db module
- Spark module
- Data cleaning sripts
- Distributed job start and stop scripts
- Project runme script
- Project document with details