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Stream and Event Processing Require Real-Time Analytics

David Menninger's Analyst Perspectives

In my past perspectives, I’ve written about the evolution from data at rest to data in motion and the fact that you can’t rely on dashboards for real-time analytics. Organizations are becoming more and more event-driven and operating based on streaming data. As well, analytics are becoming more and more intertwined with operations.

Analytics 252
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Architectural Patterns for real-time analytics using Amazon Kinesis Data Streams, Part 2: AI Applications

AWS Big Data

In this fast-paced world, Kinesis Data Streams stands out as a versatile and robust solution to tackle a wide range of use cases with real-time data, from dashboarding to powering artificial intelligence (AI) applications. Connectivity between a QuickSight dashboard and Amazon Redshift enables you to deliver visualization and insights.

IoT 93
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Real-time analytics on IoT data

IBM Big Data Hub

Join SingleStore and IBM on September 21, 2022 for our webinar “ Accelerating Real-Time IoT Analytics with IBM Cognos and SingleStore ”. Why real-time analytics matters for IoT systems. IoT systems access millions of devices that generate large amounts of streaming data. Real-time operational dashboards.

IoT 52
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Don’t Rely on Dashboards for Real-Time Analytics

David Menninger's Analyst Perspectives

Another domain where real-time analyses are critical is internet of things (IoT) applications. Location-based offers should be targeted at the customer’s current location, not their location several minutes ago.

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Architectural patterns for real-time analytics using Amazon Kinesis Data Streams, part 1

AWS Big Data

In this post, we will review the common architectural patterns of two use cases: Time Series Data Analysis and Event Driven Microservices. The collected data is available in milliseconds to allow real-time analytics use cases, such as real-time dashboards, real-time anomaly detection, and dynamic pricing.

Analytics 115
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Porsche Carrera Cup Brasil gets real-time data boost

CIO Business Intelligence

Unlike many other events, which consist of multiple racing teams and manufacturers, Porsche Carrera Cup Brasil provides and maintains all 75 cars used in the race. If I don’t do predictive maintenance, if I have to do corrective maintenance at events, a lot of money is wasted.”

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Krones real-time production line monitoring with Amazon Managed Service for Apache Flink

AWS Big Data

AWS IoT Greengrass provides prebuilt components that can be deployed to the edge. The production line solution uses the stream manager component, which can process data and transfer it to AWS destinations such as AWS IoT Analytics , Amazon Simple Storage Service (Amazon S3), and Kinesis.