Track performance of serverless applications built using AWS Lambda with Application Signals

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In November 2023, we announced Amazon CloudWatch Application Signals, an AWS built-in application performance monitoring (APM) solution, to solve the complexity associated with monitoring performance of distributed systems for applications hosted on Amazon EKS, Amazon ECS, and Amazon EC2... Application Signals automatically correlates telemetry across metrics, traces, and logs, to speed up trouble...

Enhance speech synthesis and video generation models with RLHF using audio and video segmentation in Amazon SageMaker

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This setup enables the model to learn from human-labeled data, refining its ability to produce content that aligns with natural human expectations... We guide you through deploying the necessary infrastructure using AWS CloudFormation, creating an internal labeling workforce, and setting up your first labeling job... We cover both console-based and programmatic approaches to creating labeling job...

Using responsible AI principles with Amazon Bedrock Batch Inference

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With a strong background in AI/ML, Ishan specializes in building Generative AI solutions that drive business value... The recent announcement of batch inference in Amazon Bedrock enables organizations to process large volumes of data efficiently at 50% less cost compared to On-Demand pricing... However, as we embrace these powerful capabilities, we must also address a critical challenge: impleme...

Revolutionizing knowledge management: VW’s AI prototype journey with AWS

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This solution efficiently handles documents that include both text and images, significantly enhancing VW’s knowledge management capabilities within their production domain... The challenge The VW engaged with AWS Industries Prototyping & Customer Engineering Team (AWSI-PACE) to explore ways to improve knowledge management in the production domain by building a prototype that uses advance...

How AWS Powered Global Power Rankings for LoL Esports Worlds 2024

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Igniting the Worlds Excitement It’s that time of year again, when the top League of Legends (LoL) teams around the globe compete to earn the title of “world’s best”... The League of Legends World Championship (also known as “Worlds”) is the ultimate tournament in esports, growing from humble beginnings filling out spare conference space to now selling out Olympic-sized stadiums... ...

Announcing a visual update to the AWS Management Console (preview)

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Improved readability A revised typography scale and improved treatment of headings result in a stronger visual hierarchy, which helps you to better locate and understand your data... Improved focus in light and dark mode Reduced visual complexity supports user focus... Improved information density We optimized information density by reducing unused space, leading to more content visibl...

Is The Relatively Weak Trend For US Private Payrolls A Warning?

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If you could only track one economic indicator to monitor the economy the trend in payrolls would be a solid choice...The year-over-year trend in private payrolls less total nonfarm payrolls is usually positive, which is to say that the private sector’s hiring tends to dominate... Indeed, the private sector accounts for about 85% of total payrolls... the minor role for government payrolls....