Today Amazon Lookout for Metrics is generally available to all AWS customers. Lookout for Metrics is a machine learning (ML) service that detects anomalies or unexpected changes in your metrics, helping you proactively monitor the health of your business, diagnose issues and find opportunities quickly – with no ML experience required.

AWS Backup, a cost-effective, fully managed, policy-based service that further simplifies data protection at scale, is now available in the AWS Asia Pacific (Osaka) Region. With AWS Backup, you can centralize and automate data protection across AWS services and accounts, to support your regulatory compliance obligations and meet your business continuity goals.

Amazon Elastic File System (Amazon EFS) One Zone is now available in the Asia (Osaka) Region, reducing storage costs by 47% compared to Amazon EFS Standard storage classes, while maintaining the Amazon EFS capabilities that customers love.

AWS Security Hub is now integrated with Amazon Macie to automatically ingest sensitive data findings from Macie. Security Hub previously ingested policy findings from Macie, and this integration adds sensitive data findings. All of Security Hub’s findings are automatically normalized using the AWS Security Finding Format (ASFF), enabling you to more easily search, correlate, and operationalize them. To get started, visit the Settings page in the Macie console and select Security Hub as a publish destination for sensitive data findings. You can also learn more about how to discover sensitive data in the Macie documentation .

Now you can use AWS CloudTrail to log data-plane API activity to monitor, alarm, and archive item-level activity in your Amazon DynamoDB tables. You can use this information about item-level activity as part of an audit, to help address compliance requirements, and monitor which AWS Identity and Access Management (IAM) users, roles, and permissions are being used to access your table data. 

We are excited to announce the launch of the updated Advanced Architecting on AWS course. This instructor-led training course is designed for cloud architects who want to extend their baseline knowledge of AWS services. An expert AWS instructor will help you learn advanced architecting topics such as hybrid connectivity and hybrid AWS devices, networking with a focus on AWS Transit Gateway connectivity, AWS Container services, automation tools for CI/CD, security options, and much more.

Today, Amazon Kendra, an intelligent search service powered by machine learning is releasing new search connectors from Perficient , an AWS partner. These are now available in the Amazon Kendra Connector Library and include search connectors for IBM Case Manager, Adobe Experience Manager, Atlassian Jira and Confluence, and many others.

With this new release of the AWS Toolkit for VS Code, customers can use federated credentials, MFA and AWS Single Sign-On (AWS SSO) to connect Visual Studio Code to AWS. Using AWS SSO, users can sign in to their organization’s Active Directory, a built-in AWS SSO directory, or another external identity provider (IdP) connected to AWS SSO. Regardless of which IdP you use, AWS SSO abstracts those distinctions away, and they all work with the AWS Toolkit, as explained in this short blog post .

AWS Backup adds support for bulk deletion of recovery points from backup vaults in the AWS Backup console. You can now select multiple recovery points for deletion at one time.  

Amazon AppFlow, a fully managed integration service that helps customers to securely transfer data between AWS services and software-as-a-service (SaaS) applications in just a few clicks, now supports Zendesk as a destination.