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Enhance monitoring and debugging for AWS Glue jobs using new job observability metrics, Part 3: Visualization and trend analysis using Amazon QuickSight

AWS Big Data

In Part 2 of this series, we discussed how to enable AWS Glue job observability metrics and integrate them with Grafana for real-time monitoring. QuickSight makes it straightforward for business users to visualize data in interactive dashboards and reports. Grafana provides powerful customizable dashboards to view pipeline health.

Metrics 101
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Enhance monitoring and debugging for AWS Glue jobs using new job observability metrics

AWS Big Data

Today we are pleased to announce a new class of Amazon CloudWatch metrics reported with your pipelines built on top of AWS Glue for Apache Spark jobs. The new metrics provide aggregate and fine-grained insights into the health and operations of your job runs and the data being processed. workerUtilization showed 1.0

Metrics 92
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Amazon OpenSearch Service search enhancements: 2023 roundup

AWS Big Data

Now users seek methods that allow them to get even more relevant results through semantic understanding or even search through image visual similarities instead of textual search of metadata. We are excited about the OpenSearch Service features and enhancements we’ve added to that toolkit in 2023.

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Two Downs Make Two Ups: The Only Success Metrics That Matter For Your Data & Analytics Team

DataKitchen

But wait, she asks you for your team metrics. Where is your metrics report? What are the metrics that matter? Gartner attempted to list every metric under the sun in their recent report , “T oolkit: Delivery Metrics for DataOps, Self-Service Analytics, ModelOps, and MLOps, ” published February 7, 2023.

Metrics 130
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Sport analytics leverage AI and ML to improve the game

CIO Business Intelligence

Computer vision transforms tennis coaching For 2023’s Billie Jean King (BJK) Cup, the International Tennis Federation (ITF) partnered with Microsoft to develop an AI-based platform that provides in-match insights to help coaches fine-tune player performance. “It’s really about having a mindset where you’re curious,” she says.

Analytics 104
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How data teams move from offense to defense in 2023

CIO Business Intelligence

Establishing metrics and milestones is how you not only sustain executive interest, and therefore continuing support, but also how you can internally prove to yourself that what you’re doing is working. As well, data visualization software provides real-time insights into customer behavior and preferences.

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Petabyte-scale log analytics with Amazon S3, Amazon OpenSearch Service, and Amazon OpenSearch Ingestion

AWS Big Data

With OpenSearch Ingestion, you can filter, enrich, transform, and deliver your data for downstream analysis and visualization. For a list of supported metrics, refer to Monitoring pipeline metrics. CloudWatch alarms perform an action when a CloudWatch metric exceeds a specified value for some amount of time.

Data Lake 109