2/21/2023, 12:00:00 AM ~ 2/22/2023, 12:00:00 AM (UTC)
Recent Announcements
Launch Amazon SageMaker Model Monitor from SageMaker Model Dashboard
You can now launch and configure Amazon SageMaker Model Monitor from the SageMaker Model Dashboard using a code-free point and click set-up experience. Amazon SageMaker Model Dashboard gives you unified monitoring across to all your models by providing insights into deviations from expected behavior, automated alerts, and troubleshooting to improve model performance. After models are deployed in production, data in the real-world may deviate over time from the data that was used to train the model, which may eventually lead to lower model accuracy. For example, changes in macro-economic conditions such as interest rates could impact the quality of model used to predict housing prices. Model Monitor can detect drift in data quality, model quality, bias, and feature attribution, and alert you to take remedial actions when such changes occur.
Announcing AWS Telco Network Builder
AWS announces the general availability of AWS Telco Network Builder to help communications service providers (CSPs) automate the deployment and management of telco networks on AWS. CSPs want to take advantage of the cost efficiencies, agility, and elasticity of the cloud, but it’s complicated to map traditional network requirements to a cloud environment. To set up a large network, you need to deploy hundreds of compute, storage, and networking components on AWS across thousands of locations. You also need to set up and maintain secure networking between locations, then manage and scale ongoing network operations.
Amazon RDS for Oracle now supports early notifications of Auto minor Version Upgrades (AmVU)
Amazon Relational Database Service (Amazon RDS) for Oracle now supports early notifications of Auto minor Version Upgrades (AmVU) for instances via Pending Maintenance Actions (PMA), enhancing usability of AmVU.
AWS Expands Torn Write Prevention to EC2 Im4gn, Is4gen instances and additional EBS regions
Torn Write Prevention (TWP) is a feature that ensures 16KiB write operations are not torn in the event of operating system crashes or power loss during write transactions. Starting today, this feature is available for AWS customers using instance store on AWS Nitro SSD based EC2 Im4gn and Is4gen storage optimized instances, and in additional Amazon Elastic Block Store (EBS) regions, a block storage service, when attached to all EC2 Nitro-based instances.
AWS Blogs
AWS Japan Blog (Japanese)
- Amazon CloudWatch Observability Journey with RUM, Evidences, and ServiceLens
- Migrating file shares from on-premises to Amazon FSx for NetApp ONTAP
- Scaling Large Scale Language Model (LLM) Learning with Amazon EC2 Trn1 UltraClusters
- Damage Assessment Using Amazon SageMaker Geospatial Features and Custom SageMaker Models
- Build an agricultural data platform using Amazon SageMaker geospatial capabilities
- Enhancing IoT device security with hardware security modules and the AWS IoT Device SDK
AWS News Blog
AWS Startups Blog
AWS Big Data Blog
- A hybrid approach in healthcare data warehousing with Amazon Redshift
- Build a data storytelling application with Amazon Redshift Serverless and Toucan
- How SafeGraph built a reliable, efficient, and user-friendly Apache Spark platform with Amazon EMR on Amazon EKS
AWS Compute Blog
AWS Database Blog
- Monitor SQL Login creation on Amazon RDS for SQL server
- Data modelling for an internet-scale online transactional system using Amazon DynamoDB
Front-End Web & Mobile
- Branch Insurance improves hiring diversity and accelerates app development using AWS AppSync
- Federating Users using Sign in with Apple and AWS Amplify for Swift
AWS HPC Blog
AWS for Industries
- Why Digital Engineering Requires a Cloud Transformation
- AWS Teams Up with Leading Telcos to Launch the ‘Integrated Private Wireless on AWS’ Program
AWS Machine Learning Blog
- MLOps deployment best practices for real-time inference model serving endpoints with Amazon SageMaker
- AWS and Hugging Face collaborate to make generative AI more accessible and cost efficient
Networking & Content Delivery
AWS Security Blog
- How to monitor and query IAM resources at scale – Part 2
- How to monitor and query IAM resources at scale – Part 1
- Top 2022 AWS data protection service and cryptography tool launches