9/21/2022, 12:00:00 AM ~ 9/22/2022, 12:00:00 AM (UTC)
Recent Announcements
AWS IoT SiteWise now supports definition of asset measurement units at the asset level
AWS IoT SiteWise now supports definition of asset measurement units at the asset level, enabling customers to use a single asset model for machines reporting measurements in different units.
Today, we’re pleased to announce that Amazon SageMaker Autopilot has added a new training mode that supports model ensembling powered by AutoGluon. For moderately large datasets (< 100MB), ensemble training mode builds machine learning (ML) models with high accuracy quickly - up to 8x faster than the current hyper parameter optimization (HPO) training mode with 250 trials. Amazon SageMaker Autopilot automatically builds, trains, and tunes the best ML models based on your data, while allowing you to maintain full control and visibility. The current HPO mode uses a combination of hyper parameter values to maximize the accuracy of a single model. However, in cases when a single model is unable to capture the complex characteristics of data, combining (or ensembling) the predictions from diverse models can significantly improve overall model accuracy.
Amazon CloudWatch Evidently adds support for Client Side Evaluations (CSE) for AWS Lambda, powered by AWS AppConfig. Evidently is an application performance monitoring (APM) capability that makes it easier for customers to introduce experiments and launches in their application code. Powered by AppConfig Extensions, Evidently CSE allows application developers to generate feature-evaluations in single-digit milliseconds from within their own Lambda functions. AWS AppConfig, a capability of AWS Systems Manager, allows customers to configure, validate, and deploy feature flags to more safely and quickly update application behavior.
Announcing preview of AWS DataSync Discovery
Today, we are happy to announce the public preview of AWS DataSync Discovery. You can use DataSync Discovery to gain visibility into your on-premises storage performance and utilization, and receive automated recommendations to help simplify and accelerate your data migration to AWS. This new feature of AWS DataSync enables you to better understand your on-premises storage usage through automated data collection and analysis, quickly identify data to migrate, and evaluate recommended AWS Storage services for your data, such as Amazon FSx for NetApp ONTAP, Amazon FSx for Windows File Server, and Amazon Elastic File System (EFS).
Amazon EMR Studio is now available in Amazon Web Services China Regions
Amazon EMR Studio is an integrated development environment (IDE) that makes it simple for data scientists and data engineers to develop, visualize, and debug big data and analytics applications written in R, Python, Scala, and PySpark.
AWS Elastic Disaster Recovery is now available in the AWS Asia Pacific (Jakarta) Region
AWS Elastic Disaster Recovery (AWS DRS) is now available in the Asia Pacific (Jakarta) Region.
Amazon Route 53 announces support for DNS resource record set permissions
Today, AWS introduced DNS resource record set permissions, enabling customers to define AWS Identity and Access Management (IAM) create, edit, and delete policies for individual or groups of DNS record sets within a Route 53 public or private hosted zone.
AWS Comprehend now supports synchronous processing for targeted sentiment
Amazon Comprehend customers can now extract the sentiments associated with entities from text documents in real-time using the newly released synchronous API. Targeted Sentiment synchronous API enables customers to derive granular sentiments associated with specific entities of interest such as brands or products without waiting for batch processing.
AWS Health Dashboard displays localized dates and times for Service Health events
Customers now have the option to view Service Health events on the AWS Health Dashboard in their local time and date. The AWS Health Dashboard is the single place for customers to get relevant and timely information to help manage events in progress, prepare for planned activities, and provide information on accounts and services. This feature is intended for customers who want to localize timestamps displayed in the messaging and meta data of Service Health events displayed on the AWS Dashboard by selecting a preferred time zone.
Amazon S3 on Outposts now supports object versioning
Amazon S3 on Outposts now supports versioning, helping you to locally preserve, retrieve, and restore each version of every object stored in your buckets. Versioning objects makes it easier to recover from both unintended user actions and application failures. After you enable versioning for your S3 on Outposts bucket, all variants of an object are stored in the same bucket, and are distinguishable by a versionId.
Announcing availability of AWS Outposts rack in Kazakhstan and Serbia
AWS Outposts rack can now be shipped and installed at your data center and on-premises locations in Kazakhstan and Serbia.
AWS CloudFormation event notifications is now available in the AWS Asia Pacific (Jakarta) Region
AWS CloudFormation has expanded the availability of event notifications in Amazon EventBridge to the AWS Asia Pacific (Jakarta) Region. You can use these event notifications to build and scale loosely-coupled event-driven applications. You can trigger actions in real-time when CloudFormation stacks or the resources within stacks are created, updated, or deleted without writing single-use custom codes or developing new software.
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AWS Big Data Blog
- Talk to your data: Query your data lake with Amazon QuickSight Q
- Design considerations for Amazon EMR on EKS in a multi-tenant Amazon EKS environment
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Containers
AWS HPC Blog
AWS Machine Learning Blog
- Amazon Comprehend Targeted Sentiment adds synchronous support
- Run machine learning enablement events at scale using AWS DeepRacer multi-user account mode
- Enable intelligent decision-making with Amazon SageMaker Canvas and Amazon QuickSight
- Amazon SageMaker Autopilot is up to eight times faster with new ensemble training mode powered by AutoGluon