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 anomalies, all without having to write any code. Data quality counts AWS customers already build data integration pipelines to extract and transform data. They set up data quality rules to ensure that the resulting data is of high quality and can be used to make accurate business decisions. In many cases, these rules assess the data based on criteria that were chosen and locked in…
Category: AWS
Reposts from Amazon Web Services (AWS).
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 that provides strong encryption and protections against zero-day vulnerabilities, which developers can trust. Mutual authentication (mTLS) is commonly used for business-to-business (B2B) applications such as online banking, automobile, or gaming devices to authenticate devices using digital certificates. Companies typically use it with a private certificate authority (CA) to authenticate their clients before granting access to data and services. Customers have implemented mutual authentication using self-created…
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. This feature provides three main capabilities for CloudWatch Logs and Metrics Insights: Generate new queries from a description or a question to help you get started easily. Query explanation to help you learn the language including more advanced features. Refine existing queries using guided iterations. Let’s see how these work in practice with a few examples. I’ll cover logs first and then metrics. Generate CloudWatch…
Check your AWS Free Tier usage programmatically with a new API
Starting today, you can check your usage of the AWS Free Tier using the new AWS Free Tier API. You can use the API directly with the AWS Command Line Interface (AWS CLI) or integrate it into an application with the AWS SDKs. The AWS Free Tier program provides you with the ability to explore and try out AWS services free of charge up to specified limits for each service. The AWS Free Tier includes three different types of offerings: Always free offers allow customers to use a service for free up to specified limits as long as they are an AWS customer. 12 months free offers allow customers to use a service for free up to specified limits for one…