Spark on AWS Lambda (SoAL) is an innovative framework that enables the execution of Apache Spark workloads on AWS Lambda. This versatile solution caters to both batch and event-driven tasks, adeptly managing data payloads ranging from 10 KB to 400 MB. This article explores the architecture of SoAL, presents infrastructure as code (IaC), offers a detailed guide for setting up the SoAL framework within your AWS account, and discusses various architectural designs suitable for enterprises.
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For organizations looking to optimize data integration processes, the role of AWS Glue, a serverless data integration and ETL service, cannot be overstated. It simplifies the discovery, preparation, and organization of data from multiple sources, facilitating data-driven decision-making.
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