Category: Compute

In recent years, the meteoric rise of deep learning has made incredible applications possible, such as detecting skin cancer (SkinVision) and building autonomous vehicles (TuSimple). Thanks to neural networks, deep learning indeed has the uncanny ability to extract and model intricate patterns from vast amounts of unstructured data (e.g. images, video, and free-form text). However, […]

The NVIDIA-powered G4 instances that I promised you earlier this year are available now and you can start using them today in nine AWS regions in six sizes! You can use them for machine learning training & inferencing, video transcoding, game streaming, and remote graphics workstations applications. The instances are equipped with up to four […]

Learn about AWS Services & Solutions – September AWS Online Tech Talks Join us this September to learn about AWS services and solutions. The AWS Online Tech Talks are live, online presentations that cover a broad range of topics at varying technical levels. These tech talks, led by AWS solutions architects and engineers, feature technical […]

Flow Logs for Amazon Virtual Private Cloud (Amazon VPC) enables you to capture information about the IP traffic going to and from network interfaces in your VPC. Flow Logs data can be published to Amazon CloudWatch Logs or Amazon Simple Storage Service (Amazon S3). Since we launched VPC Flow Logs in 2015, you have been […]

When I was working on systems deployed in on-premises data centers, it sometimes happened I had to debug an unresponsive server. It usually involved asking someone to physically press a non-maskable interrupt (NMI) button on the frozen server or to send a signal to a command controller over a serial interface (yes, serial, such as […]

When I introduced the Nitro system last year I said: The Nitro system is a rich collection of building blocks that can be assembled in many different ways, giving us the flexibility to design and rapidly deliver EC2 instance types with an ever-broadening selection of compute, storage, memory, and networking options. We will deliver new […]

Running a complex network is not an easy job. In addition to simply keeping it up and running, you need to keep an ever-watchful eye out for unusual traffic patterns or content that could signify a network intrusion, a compromised instance, or some other anomaly. VPC Traffic Mirroring Today we are launching VPC Traffic Mirroring. […]

Amazon EC2 C5 instances are very popular for running compute-heavy workloads like batch processing, distributed analytics, high-performance computing, machine/deep learning inference, ad serving, highly scalable multiplayer gaming, and video encoding. Today, we are happy to expand the Amazon EC2 C5 family with: New larger virtualized instance sizes: 12xlarge and 24xlarge, A bare metal option. The […]