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SQL Streambuilder Data Transformations

Cloudera

SQL Stream Builder (SSB) is a versatile platform for data analytics using SQL as a part of Cloudera Streaming Analytics, built on top of Apache Flink. It enables users to easily write, run, and manage real-time continuous SQL queries on stream data and a smooth user experience. What is a data transformation?

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Gain insights from historical location data using Amazon Location Service and AWS analytics services

AWS Big Data

Data analytics – Business analysts gather operational insights from multiple data sources, including the location data collected from the vehicles. Using EventBridge integration, filtered positional updates are published to an EventBridge event bus. The ingestion approach is not in scope of this post.

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Deliver decompressed Amazon CloudWatch Logs to Amazon S3 and Splunk using Amazon Data Firehose

AWS Big Data

You can use Amazon Data Firehose to aggregate and deliver log events from your applications and services captured in Amazon CloudWatch Logs to your Amazon Simple Storage Service (Amazon S3) bucket and Splunk destinations, for use cases such as data analytics, security analysis, application troubleshooting etc.

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Monitor data pipelines in a serverless data lake

AWS Big Data

The advent of rapid adoption of serverless data lake architectures—with ever-growing datasets that need to be ingested from a variety of sources, followed by complex data transformation and machine learning (ML) pipelines—can present a challenge. These event changes are also routed to the same SNS topic.

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Reference guide to build inventory management and forecasting solutions on AWS

AWS Big Data

Data ingestion and storage Retail businesses have event-driven data that requires action from downstream processes. It’s critical for an inventory management application to handle the data ingestion and storage for changing demands. The volume and velocity of data can change in the retail industry each day.

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Set up alerts and orchestrate data quality rules with AWS Glue Data Quality

AWS Big Data

Furthermore, it allows for necessary actions to be taken, such as rectifying errors in the data source, refining data transformation processes, and updating data quality rules. An EventBridge rule receives an event notification from the AWS Glue Data Quality evaluations including the results.

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Harnessing Streaming Data: Insights at the Speed of Life

Sisense

We live in a world of data: There’s more of it than ever before, in a ceaselessly expanding array of forms and locations. Dealing with Data is your window into the ways data teams are tackling the challenges of this new world to help their companies and their customers thrive. billion market by 2025.