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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 97
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Instana 2023: Recapping our latest innovation

IBM Big Data Hub

Taking all your feedback and market insights into perspective and careful consideration, we are thrilled to announce that in 2023. Here’s a comprehensive recap of everything we launched in 2023, awards and links to the latest update and how you can get started with each enhancement. Learn more by reading our documentation.

Metrics 88
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Monitor and optimize cost on AWS Glue for Apache Spark

AWS Big Data

One of the most common questions we get from customers is how to effectively monitor and optimize costs on AWS Glue for Spark. In this post, we demonstrate a tactical approach to help you manage and reduce cost through monitoring and optimization techniques on top of your AWS Glue workloads.

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Towards optimal experimentation in online systems

The Unofficial Google Data Science Blog

the weight given to Likes in our video recommendation algorithm) while $Y$ is a vector of outcome measures such as different metrics of user experience (e.g., Experiments, Parameters and Models At Youtube, the relationships between system parameters and metrics often seem simple — straight-line models sometimes fit our data well.

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LLMs in Production: Tooling, Process, and Team Structure

Speaker: Dr. Greg Loughnane and Chris Alexiuk

December 6th, 2023 at 11:00am PST, 2:00pm EST, 7:pm GMT Register today to save your seat!

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Cracking the Code: A Tale of 7 Steps to Model Metric Brilliance

Dataiku

At Everyday AI NYC 2023 , Emma Huang and Cassie Chuljian, senior data scientists at Dataiku, unraveled the secrets behind optimizing model metrics. Ever wondered if your model could improve from a performance score of.38 This blog will go over the seven-step journey they presented to help elevate your data science game.

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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. In this post, we explore how to connect QuickSight to Amazon CloudWatch metrics and build graphs to uncover trends in AWS Glue job observability metrics.

Metrics 107
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Customer Experience Management: Optimizing Your Strategy for Financial Success

Speaker: Diane Magers, Founder and Chief Experience Officer at Experience Catalysts

October 19th, 2023 at 9:30am PDT, 12:30pm EDT, 5:30pm BST She’ll explore how to pinpoint, measure, and attain benefits such as increased revenue per customer, call reduction, reduced attrition, referral growth, and reduced cost-to-serve through CX improvements, all while actively engaging your customers. Register today!