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Orchestrate Amazon EMR Serverless Spark jobs with Amazon MWAA, and data validation using Amazon Athena

AWS Big Data

Many data engineers today use Apache Airflow to build, schedule, and monitor their data pipelines. Amazon Managed Workflows for Apache Airflow (Amazon MWAA) can help simplify the process of building, running, and managing data pipelines. You can use standard SQL to interact with data.

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How the GoDaddy data platform achieved over 60% cost reduction and 50% performance boost by adopting Amazon EMR Serverless

AWS Big Data

In this post, we discuss how we enhanced operational efficiency with Amazon EMR Serverless. Using best practices learned from the AWS FinHack program, we fine-tuned resource-intensive jobs, converted Pig and Hive jobs to Spark, and reduced our batch workload spend by 22.75% in 2022. PB of data from its data center to EMR on EC2.

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Optimizing Cloudera Data Engineering Autoscaling Performance

Cloudera

Normally on-premises, one of the key challenges was how to allocate resources within a finite set of resources (i.e., When building CDE, we integrated with Apache YuniKorn which offers rich scheduling capabilities on Kubernetes. . We tested the scaling capabilities of CDE with the following job runs to mimic a real-world scenario: .

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Migrate Hive data from CDH to CDP public cloud

Cloudera

Many Cloudera customers are making the transition from being completely on-prem to cloud by either backing up their data in the cloud, or running multi-functional analytics on CDP Public cloud in AWS or Azure. The Replication Manager service facilitates both disaster recovery and data migration across different environments.

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Build a real-time GDPR-aligned Apache Iceberg data lake

AWS Big Data

AWS contributed the Apache Iceberg integration with the AWS Glue Data Catalog , which enables you to use open-source data computation engines like Apache Spark with Iceberg on AWS Glue. In 2022, Amazon Athena announced support of Iceberg , enabling transaction queries on S3 objects.

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Fraud Detection With Cloudera Stream Processing Part 2: Real-Time Streaming Analytics

Cloudera

In part 1 of this blog we discussed how Cloudera DataFlow for the Public Cloud (CDF-PC), the universal data distribution service powered by Apache NiFi, can make it easy to acquire data from wherever it originates and move it efficiently to make it available to other applications in a streaming fashion. Data decays! Use case recap.

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Admission Control Architecture for Cloudera Data Platform

Cloudera

Apache Impala is a massively parallel in-memory SQL engine supported by Cloudera designed for Analytics and ad hoc queries against data stored in Apache Hive, Apache HBase and Apache Kudu tables. Anatomy of Impala Query Execution. Introduction.