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Activity #3737
openModule #3693: Big Data Analytics Platform and Tools for Epidemic Forecasting and Mitigation
Module #3696: Center for Epidemic Forecsting(EPIFORM)
Hadoop Architecture Study
Start date:
01/28/2025
Due date:
% Done:
100%
Estimated time:
Planned Due Date:
02/08/2025
Description
Explored the architecture of Apache Hadoop including:
HDFS (Hadoop Distributed File System): Used for storing large datasets across multiple nodes.
Studied block storage, replication, NameNode/DataNode roles.YARN (Yet Another Resource Negotiator): Used for job scheduling and resource management.MapReduce Framework: Batch processing model — developed a basic understanding of mappers and reducers.Understood how Hadoop provides fault tolerance, scalability, and high throughput for large data processing.
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