Blog

[ad_1] Today, we’re very excited to offer three new enhancements to our Amazon SageMaker Studio service. As of now, users of SageMaker Studio can create, terminate, manage, discover, and connect to Amazon EMR clusters running within a single AWS account and in shared accounts across an organization—all directly from SageMaker Studio. Furthermore, SageMaker Studio Notebook...

[ad_1] Today, we’re pleased to announce Amazon SageMaker Training Compiler, a new Amazon SageMaker capability that can accelerate the training of deep learning (DL) models by up to 50%. As DL models grow in complexity, so too does the time it can take to optimize and train them. For example, it can take 25,000 GPU-hours...

[ad_1] Today, we’re pleased to announce Amazon SageMaker Inference Recommender — a brand-new Amazon SageMaker Studio capability that automates load testing and optimizes model performance across machine learning (ML) instances. Ultimately, it reduces the time it takes to get ML models from development to production and optimizes the costs associated with their operation. Until now,...

[ad_1] Our mission at AWS is to make machine learning (ML) more accessible. Through many conversations over the past years, I learned about barriers that many ML beginners face. Existing ML environments are often too complex for beginners, or too limited to support modern ML experimentation. Beginners want to quickly start learning and not worry...

[ad_1] As a woman working in information technology (IT) for many years, it has always been close to my heart to challenge long-standing gender stereotypes and inspire more young learners to consider a career in tech. With artificial intelligence (AI) and machine learning (ML) defining the future of technology, this future also depends on diverse...

[ad_1] In 2016, we launched AWS Shield, a managed Distributed Denial of Service (DDoS) protection service that safeguards applications running on AWS. AWS Shield provides always-on detection and automatic inline mitigations that minimize application downtime and latency without needing to contact AWS Support. There are two tiers of AWS Shield: Standard and Advanced. All AWS...

[ad_1] If you are a member of your organization’s networking, cloud operations, or security teams, you are going to love this new feature. The new Amazon VPC Network Access Analyzer helps you identify network configurations that lead to unintended network access. As you will see in a moment, it will point out ways that you...

[ad_1] Managing, monitoring, and auditing IP address allocation for at-scale networks, as the growth in cloud workloads and connected devices continues at a rapid pace, is a complex, time-consuming, and potentially error-prone task. Traditionally, network administrators have resorted to using combinations of spreadsheets, home-grown tools, and scripts to track address assignments across multiple accounts, virtual...

[ad_1] Hundreds of thousands of customers use Amazon Simple Queue Service (SQS) to build message-based applications to decouple and scale microservices, distributed systems, and serverless apps. When a message cannot be successfully processed by the queue consumer, you can configure SQS to store it in a dead-letter queue (DLQ). As a software developer or architect,...

[ad_1] We are launching AWS Direct Connect SiteLink, a new capability of AWS Direct Connect that lets you create connections between your on-premises networks through the AWS global network backbone. Until today, when you needed direct connectivity between your data centers or branch offices, you had to rely on public internet or expensive and hard-to-deploy...

[ad_1] Last year at AWS re:Invent, Jeff Barr wrote about the exciting availability of Amazon Elastic Compute Cloud (Amazon EC2) Mac instances. Today, we’re announcing the preview of a new EC2 M1 Mac instance. The introduction of EC2 Mac instances brought the flexibility, scalability, and cost benefits of AWS to all Apple developers. EC2 Mac...

[ad_1] Today, I’m happy to announce that both the Construct Hub and AWS Cloud Development Kit (AWS CDK) version 2 are now generally available (GA). The AWS CDK is an open-source framework that simplifies working with cloud resources using familiar programming languages: C#, TypeScript, Java, Python, and Go (in developer preview). Within their applications, developers...

[ad_1] The AWS Well-Architected Framework has been helping AWS customers improve their cloud architectures since 2015. The framework consists of design principles, questions, and best practices across multiple pillars: Operational Excellence, Security, Reliability, Performance Efficiency, and Cost Optimization. Today we are introducing a new Sustainability Pillar to help organizations learn, measure, and improve their workloads...

[ad_1] The internet is an excellent resource for well-intentioned guidance and answers. However, it can sometimes be hard to tell if what you’re reading is, in fact, advice you should follow. Also, some users have a preference toward using a single, trusted online community rather than the open internet to provide them with reliable, vetted,...

[ad_1] Last AWS re:Invent 2020, we announced FreeRTOS Long Term Support (LTS) that offers a more stable foundation than standard releases, as manufacturers deploy and later update devices in the field. FreeRTOS is an open source, real-time operating system for microcontrollers that makes small, low-power edge devices easy to program, deploy, secure, connect, and manage....