AWS Database Migration Service (AWS DMS) has expanded support of Amazon Simple Storage Service (Amazon S3) as a target by adding the ability to create an AWS Glue Data Catalog … Read more
AWS Transfer Family, a service that provides fully managed file transfers for Amazon Simple Storage Service (Amazon S3) and Amazon Elastic File System (EFS), in now available in the AWS … Read more
AWS Migration Hub Strategy Recommendations now allows you to analyze application binaries, detect incompatibilities, and identify viable modernization pathways such as refactoring and replatforming without assessing your application source code. … Read more
AWS CodeBuild’s support for GPU-based workloads now run on an additional 4vCPU 1GPU machine type suited for less-resource intensive workloads. In November 2019, CodeBuild launched support for GPU builds to … Read more
Deploy XGBoost models on Amazon ECS to recommend perfect puppies Photo by Carissa Weiser on Unsplash With the wild success of ChatGPT it is becoming apparent just how much AI … Read more
Amazon Kendra is an intelligent search service powered by machine learning, enabling organizations to provide relevant information to customers and employees, when they need it. Starting today, AWS customers can … Read more
We are excited to announce the launch of the updated Amazon GameLift console experience to help customers more intuitively and efficiently manage and scale their game servers. Amazon GameLift is a fully … Read more
Infrastructure as Code With Terraform Image from Unsplash by Krishna Pandey Infrastructure as Code (IaC) is an essential concept to optimize and take your resources and infrastructure to production. IaC … Read more
The OpenSearch 2.5 release in OpenSearch Service includes features that were launched as part of open source OpenSearch versions 2.4 and 2.5. Some of the key improvements include the introduction … Read more
We are excited to announce support for customer-level metrics when running interactive Spark workloads via managed endpoints. Amazon EMR on EKS enables customers to run open-source big data frameworks such … Read more
Amazon SageMaker Data Wrangler reduces the time it takes to aggregate and prepare data for machine learning (ML) from weeks to minutes in Amazon SageMaker Studio. Data Wrangler enables you … Read more
Today, we are excited to announce Systems Manager Favorites, a quick way for customers to find and execute their most important and frequently used documents and runbooks. Documents and runbooks … Read more
Amazon Redshift now allows you to get started with Amazon Redshift Serverless with a lower data warehouse base capacity configuration of 8 Redshift Processing Units (RPU). Amazon Redshift Serverless measures … Read more
AWS Glue now offers guided permissions setup in AWS Console. AWS Glue is a serverless data integration and ETL service that helps discover, prepare, move, and integrate data for analytics … Read more
We are excited to launch delegated administrator for AWS Organizations to help you delegate the management of your Organizations policies, enabling you to govern your AWS organization and member accounts … Read more
Test TensorFlow ResNet50 on SageMaker Real-Time Endpoints Image from Unsplash by Amokrane Ait-Kaci In the past I’ve written extensively about the importance of load testing your Machine Learning models before … Read more
You can now use Credential Control Properties to more easily restrict the usage of your IAM Roles for EC2. IAM Roles for EC2 allow your applications to securely make API … Read more
Today, AWS announced the opening of a new AWS Direct Connect location in Hamburg, Germany. By connecting your network to AWS at the new location, you gain private, direct access … Read more
AWS IoT SiteWise now supports time-weighted average (timeweightedavg) and time-weighted standard deviation (timeweightedstdev) functions that make it easier to automatically factor in the numerical levels of a particular variable, as … Read more
AWS CloudShell is a browser-based shell that makes it easier for you to securely manage, explore, and interact with your AWS resources. CloudShell uses your AWS Console credentials for pre-authentication. … Read more
Amazon DocumentDB (with MongoDB compatibility) continues to increase compatibility with MongoDB, and now offers added support for MongoDB 5.0 drivers with Amazon DocumentDB 5.0. Amazon DocumentDB is a fast, scalable, … Read more
Amazon Lightsail now offers Amazon Lightsail for Research, a new offering that makes it simple for you to accelerate your research using the power of the cloud. Lightsail for Research … Read more
Make your Machine Learning App accessible to the world without the headache! Photo by SpaceX on Unsplash In addition to developing Machine Learning models, being able to make them accessible … Read more
AWS App Runner now supports streaming all request traces of applications running on App Runner to AWS X-Ray. App Runner makes it easy for developers to quickly deploy containerized web … Read more
Today we are announcing support for tagging of Amazon Personalize resources to help simplify organization and cost management of resources. Amazon Personalize enables developers to improve customer engagement through personalized … Read more
AWS Resource Access Manager (AWS RAM) is now authorized as FedRAMP Moderate in US East (N. Virginia), US East (Ohio), US West (N. California), and US West (Oregon) and as FedRAMP High … Read more
Amazon Relational Database Service (Amazon RDS) for Oracle now supports M6i and R6i instances. M6i instances are the 6th generation of Amazon EC2 x86-based General Purpose compute instances, designed to … Read more
Amazon Connect now has an updated UI for users, routing profiles and queues that records all changes made as events in AWS CloudTrail. This enables you to look in AWS … Read more
A deep dive into securing your APIs Photo by Muhammad Zaqy Al Fattah on Unsplash The security of an API is an important consideration during the deployment cycle of any … Read more
Amazon Elastic Container Service (Amazon ECS) Exec adds support for executing commands in a Windows container running on AWS Fargate. ECS Exec gives you interactive shell or single command access … Read more
In addition to receiving FedRAMP authorization, AWS Network Firewall is compliant with PCI DSS, SOC, and the following ISO standards: 9001, 27001, 27017, 27018, 27701. AWS Network Firewall is also … Read more
AWS Backup’s support for Amazon FSx for Lustre Persistent_2 file systems is available in the following AWS Regions: US East (N. Virginia, Ohio), US West (Oregon), Canada (Central), EU (Frankfurt, … Read more
RStudio on Amazon SageMaker is the industry’s first fully managed RStudio Workbench in cloud. Data scientists and developers can launch the familiar RStudio integrated development environment (IDE) in a single … Read more
AWS Glue DataBrew customers are now able to clean and transform data stored in the Optimized Row Columnar (ORC) file format, a widely used data format for storing Hive data. … Read more
Amazon ElastiCache for Redis now supports Global Datastore in the Asia Pacific (Osaka) and Europe (Stockholm) Regions. Global Datastore is a feature of ElastiCache for Redis that provides fully managed, … Read more
AWS Backup now provides you with the flexibility to restore individual virtual disks that are attached to your VMware virtual machines (VMs), in addition to allowing you to restore the entire … Read more
The new limit applies in all regions. The higher limit is reflected in your account automatically and you do not have to take any action. If your account has an … Read more
Oracle PSUs contain bug fixes and other critical security updates. Beginning with Oracle Database version 12.2.0.1, Amazon RDS for Oracle supports Release Updates (RU) in place of the PSU. To … Read more
End-to-end tutorial to deploy a serverless, event-driven solution for object detection from scratch Image by author. Introduction Implementation2.1 S3 buckets2.2 Role and policies2.3 Lambda function2.4 Let’s try it! Conclusions References … Read more
Amazon Aurora combines the performance and availability of traditional enterprise databases with the simplicity and cost-effectiveness of open source databases. Amazon Aurora is three times faster than standard PostgreSQL databases with … Read more
Contact Lens for Amazon Connect now supports real-time streaming that helps businesses access Contact Lens analytics in real-time, eliminating the need to constantly make requests from existing Contact Lens API with … Read more
Making your MLOps pipeline more resilient with retry policies Yesterday I used SageMaker Pipelines to automate the workflow of a forecasting project. I launched 3 concurrent pipeline executions to train … Read more
Starting today, the Amazon Relational Database Service (Amazon RDS) free tier will include db.t3.micro and AWS Graviton2- based db.t4g.micro instances in all commercial regions. This provides you with more options … Read more
An Introduction To SageMaker Model Registry Image from Unsplash by Jeremy Bezanger It is important to manage different versions of your model through your ML lifecycle. As you train various … Read more
AWS Lambda customers can now configure up to 10,240 MB of ephemeral storage for their Lambda functions, a 20x increase compared to the previous limit of 512 MB. This helps … Read more
You can now configure Amazon CloudWatch alarms to detect when your AWS Panorama application encounters errors. These CloudWatch alarms can help to identify emergent performance and operational issues, enabling you … Read more
You can now run models and algorithms from TensorFlow, PyTorch, and OpenCV directly on the AWS Panorama Appliance GPU for low-latency use cases, such as object tracking, traffic analysis, and … Read more
AWS Proton support for defining infrastructure in HashiCorp Configuration Language (HCL) and provisioning infrastructure using Terraform Open Source is now generally available in all regions where Proton is available. Platform … Read more
Amazon Lex is a service for building conversational interfaces into any application using voice and text. With Amazon Lex, you can quickly and easily build sophisticated, natural language, conversational bots … Read more
Cloud Formation templates allow you to automate the deployment of resources to your AWS cloud. Learn how to deploy MySQL on Amazon RDS. Photo by Rafael Garcin on Unsplash In … Read more