Blog
Building a Scalable TensorFlow Twitter Bot for Red Hat Summit
Red Hat’s AI Center of Excellence and PerceptiLabs wanted a way to demonstrate a TensorFlow model to the public during the 2019 Red Hat Summit. The plan was for this model to take images as input, and then respond with the likelihood of a Red Hat fedora being in that...
Rook Changes the Kubernetes Storage Landscape
It’s no secret that if you want to run containerized applications in a distributed way, then Kubernetes is the platform for you. Kubernetes’ role as an orchestration platform for containers has taken center stage to become a main player for automating deployment,...
Consumption is Fractal: Open Source Sustainability
One of the more obscure terms one might hear bandied about in the free and open source software ecosystem is the so-called “bus factor.” The somewhat-informal term refers to the state of a given project based on its sustainability. Specifically, bus factor is...
Anomaly Detection on OpenStack Logs Using Machine Learning
(There’s a great new conference in the U.S., DevConf.US, returning in 2019 to Boston University (15 to 17 Aug). This highly-technical conference is interested in drawing a diverse group of speakers and attendees, with a specific emphasis on people who are new to...
Merging Research and Software with Open Source
(There’s a great new conference in the U.S., DevConf.US, returning in 2019 to Boston University (15 to 17 Aug). This highly-technical conference is interested in drawing a diverse group of speakers and attendees, with a specific emphasis on people who are new to...
Hardware Isolation in the Cloud – HIL on the Mass Open Cloud
The Mass Open Cloud (MOC) is an open cloud exchange that provides compute resources to university researchers. The virtualization infrastructure is built on Red Hat OpenStack Platform, using Foreman for provisioning and Ceph for distributed storage. But the MOC has...
Red Hat’s Open Source AI Vision
Analytics, Machine Learning, and AI represent a fundamental transformation that over the coming decade will affect every aspect of society, business, and industry. It will fundamentally change, how we interact with computers - and how we develop, maintain, and operate...
Transforming IT Operations: A Roadmap
Digital transformation is more than just a fancy buzzword. With 85 percent of Global 2000 CEOs believing in digital innovation as a driver of business success, it is estimated that nearly $2.1 trillion will be invested in digital transformation technologies in 2019....
Machine Learning as a Service
Experimenting with machine learning algorithms or integrating such techniques into an existing environment often presents challenges, like selecting and deploying the right infrastructure, in addition to having the necessary data science background and skills, etc. In...
Blockchain: A Primer on How to Identify Good Use Cases
Everyone has an opinion on how Blockchain will change business and society. Quite a few startups are working on their Blockchain-based products or services, and some of them are even using initial coin offerings (ICOs) as a funding vehicle. However, it’s hard to find...