AWS News Blog

Launched at AWS re:Invent 2017, Amazon SageMaker is a fully-managed service that has already helped tens of thousands of customers quickly build and deploy their machine learning (ML) workflows on AWS. To help them get the most ML bang for their buck, we’ve added a string of cost-optimization services and capabilities, such as Managed Spot […]

Modern Apps Live is a series of events about modern application development that will be live-streaming on Twitch in May. Session topics include serverless, containers, and mobile and front-end development. If you’re not familiar, modern applications are those that: Can scale quickly to millions of users. Have global availability. Manage a lot of data (we’re talking exabytes of […]

Amazon Redshift already provides up to 3x better price-performance at any scale than any other cloud data warehouse. We do this by designing our own hardware and by using Machine Learning (ML). For example, we launched the SSD-based RA3 nodes for Amazon Redshift at the end of 2019 (Amazon Redshift Update – Next-Generation Compute Instances […]

Amazon CodeGuru helps you automate code reviews and improve code quality with recommendations powered by machine learning and automated reasoning. You can use CodeGuru Reviewer to detect potential defects and bugs that are hard to find, and CodeGuru Profiler to fine-tune the performance of your applications based on live data. The service has been generally […]

According to research done by the AWS Shield Threat Research Team, up to 51% of traffic heading into typical web applications originates from scripts running on machines, also known as bots. A wide variety of bots – some wanted, some unwanted – are hitting your endpoints. Wanted bots are crawling your sites to index them […]

A DNS lookup is typically the starting point for establishing outbound connections within a network. Unwanted direct communication between Amazon Virtual Private Cloud (VPC) resources and internet services could be prevented using AWS services like security groups, network access control lists (ACLs) or AWS Network Firewall. These services filter network traffic, but they do not […]

When we launched Amazon CloudWatch back in 2009 (New Features for Amazon EC2: Elastic Load Balancing, Auto Scaling, and Amazon CloudWatch), it tracked performance metrics (CPU load, Disk I/O, and network I/O) for EC2 instances, rolled them up at one-minute intervals, and stored them for two weeks. At that time it was used to monitor […]

Fixing production issues is one of the key responsibilities of system and network administrators. In fact, I’ve always found it to be one of the most interesting parts of infrastructure engineering. Diving as deep as needed into the problem at hand, not only do you (eventually) have the satisfaction of solving the issue, you also […]