News

Faster Neural Networks Straight from JPEG

Uber AI Labs introduces a method for making neural networks that process images faster and more accurately by leveraging JPEG representations. Neural networks, an important tool for processing data in a variety of industries, grew from an academic research area to a cornerstone of industry over the last few years. Convolutional Neural Networks (CNNs) have been particularly useful for extracting information from images, whether classifying them, recognizing faces, or evaluating board positions in Go.

Knative: bringing serverless to Kubernetes everywhere

Knative, the open-source framework that provides serverless building blocks for Kubernetes, is on a roll, and GKE serverless add-on, the first commercial Knative offering that we announced this summer, is enjoying strong uptake with our customers. Today, we are announcing that we’ve updated GKE serverless add-on to support Knative 0.2. In addition, today at KubeCon, RedHat, IBM, and SAP announced their own commercial offerings based on Knative.

The Billion Data Point Challenge: Building a Query Engine for High Cardinality Time Series Data

Introducing Shipper

Booking.com is proud to announce the first public release of Shipper, an open source project that provides powerful, customizable rollouts to one or manyKubernetes clusters. Shipper uses Helm charts and native Kubernetes concepts to make it easy for anyone to set up blue/green or canary rollouts for their applications. The current release uses vanilla Kubernetes traffic shifting, so you don’t need a service mesh provider to get started.

Scientists develop 10-minute universal cancer test

Scientists have developed a universal cancer test that can detect traces of the disease in a patient’s bloodstream. The cheap and simple test uses a colour-changing fluid to reveal the presence of malignant cells anywhere in the body and provides results in less than 10 minutes. While the test is still in development, it draws on a radical new approach to cancer detection that could make routine screening for the disease a simple procedure for doctors.

DeepMind Achieves Holy Grail: An AI That Can Master Games Like Chess and Go Without Human Help

Introducing Makisu: Uber’s Fast, Reliable Docker Image Builder for Apache Mesos and Kubernetes

The U.S. National Academies Reports on the Prospects for Quantum Computing

Amazon Introduces Intelligent-Tiering for S3 Storage to Automatically Optimize Costs

Docker App and CNAB

Docker App is a new tool we spoke briefly about back at DockerCon US 2018. We’ve been working on docker-app to make container applications simpler to share and easier to manage across different teams and between different environments, and we open sourced it so you can already download Docker App from GitHub at https://github.com/docker/app. In talking to others about problems they’ve experienced sharing and collaborating on the broad area we call “applications” we came to a realisation: it’s a more general problem that others have been working on too.