Use anomaly detection with AWS Glue to improve data quality (preview)

We are launching a preview of a new AWS Glue Data Quality feature that will help to improve your data quality by using machine learning to detect statistical anomalies and unusual patterns. You get deep insights into data quality issues, data quality scores, and recommendations for rules that you can use to continuously monitor for …

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Mutual authentication for Application Load Balancer reliably verifies certificate-based client identities

Today, we are announcing support for mutually authenticating clients that present X509 certificates to Application Load Balancer. With this new feature, you can now offload client authentication to the load balancer, ensuring only trusted clients communicate with their backend applications. This new capability is built on S2N, AWS’s open source Transport Layer Security (TLS) implementation …

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Use natural language to query Amazon CloudWatch logs and metrics (preview)

To make it easy to interact with your operational data, Amazon CloudWatch is introducing today natural language query generation for Logs and Metrics Insights. With this capability, powered by generative artificial intelligence (AI), you can describe in English the insights you are looking for, and a Logs or Metrics Insights query will be automatically generated. …

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Use Amazon CloudWatch to consolidate hybrid, multicloud, and on-premises metrics

You can now consolidate metrics from your hybrid, multicloud, and on-premises data sources using Amazon CloudWatch and process them in a consistent, unified fashion. You can query, visualize, and alarm on any and all of the metrics, regardless of their source. In addition to giving you a unified view, this new feature will help you …

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Announcing cross-region data replication for Amazon WorkSpaces

You can now use cross-region data replication to provide business continuity for your Amazon WorkSpaces users. Snapshots are taken every 12 hours, replicated to the desired destination region, and are used to provide a recovery point objective (RPO) of 12-24 hours. Multi-Region Resilience Review In her 2022 post Advancing business continuity with Amazon WorkSpaces Multi-Region …

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Amazon Transcribe Call Analytics adds new generative AI-powered call summaries (preview)

We are announcing generative artificial intelligence (AI)-powered call summarization in Amazon Transcribe Call Analytics in preview. Powered by Amazon Bedrock, this feature helps businesses improve customer experience, and agent and supervisor productivity by automatically summarizing customer service calls. Amazon Transcribe Call Analytics provides machine learning (ML)-powered analytics that allows contact centers to understand the sentiment, …

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Build generative AI apps using AWS Step Functions and Amazon Bedrock

Today we are announcing two new optimized integrations for AWS Step Functions with Amazon Bedrock. Step Functions is a visual workflow service that helps developers build distributed applications, automate processes, orchestrate microservices, and create data and machine learning (ML) pipelines. In September, we made available Amazon Bedrock, the easiest way to build and scale generative …

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New Cost Optimization Hub centralizes recommended actions to save you money

Today, we are announcing Cost Optimization Hub, a new AWS Billing and Cost Management feature that makes it easy for you to identify, filter, aggregate, and quantify savings for AWS cost optimization recommendations. With the new Cost Optimization Hub, you can interactively query cost optimization recommendations such as idle resource detection, resource rightsizing, and purchasing …

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Amazon CloudWatch Logs now offers automated pattern analytics and anomaly detection

Searching through log data to find operational or business insights often feels like looking for a needle in a haystack. It usually requires you to manually filter and review individual log records. To help you with that, Amazon CloudWatch has added new capabilities to automatically recognize and cluster patterns among log records, extract noteworthy content …

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