Amazon Kinesis

Kinesis is a scalable and resilient streaming service from AWS. It is designed to ingest large amounts of data from hundreds, thousands, or even millions of producers. Consumers can access a rolling window of that data, or it can be stored in persistent storage of database products.

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Amazon Elastic Map Reduce (EMR)

Amazon Elastic MapReduce (EMR) is a tool for large-scale parallel processing of big data and other large data workloads. It’s based on the Apache Hadoop framework and is delivered as a managed cluster using EC2 instances. EMR is used for huge-scale log analysis, indexing, machine learning, financial analysis, simulations, bioinformatics, and many other large-scale applications.

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