machine learning

Microbenchmarks for AI applications using Red Hat OpenShift on PSI in project Thoth

Microbenchmarks for AI applications using Red Hat OpenShift on PSI in project Thoth

Project Thoth is an artificial intelligence (AI) R&D Red Hat research project as part of the Office of the CTO and the AI Center of Excellence (CoE). This project aims to build a knowledge graph and a recommendation system for application stacks based on the collected knowledge, such as machine learning (ML) applications that rely on popular open source ML frameworks and libraries (TensorFlow, PyTorch, MXNet, etc.). In this article, we examine the potential of project Thoth’s infrastructure running in Red Hat Openshift and explore how it can collect performance observations.

Several types of observations are gathered from various domains (like build time, run time and performance, and application binary interfaces (ABI)). These observations are collected through the Thoth system and enrich the knowledge graph automatically. The knowledge graph is then used to learn from the observations. Project Thoth architecture requires multi-namespace deployment in an OpenShift environment, which is run on PnT DevOps Shared Infrastructure (PSI), a shared multi-tenant OpenShift cluster.

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Red Hat Summit 2019 Labs: Emerging technology roadmap

Red Hat Summit 2019 Labs: Emerging technology roadmap

Red Hat Summit 2019 is rocking Boston, MA, May 7-9 in the Boston Convention and Exhibition Center. Everything you need to know about the current state of open source enterprise-ready software can be found at this event. You’ll find customers talking about their experiences leveraging open source in their solutions, creators of open source technologies you’re using, and hands-on lab experiences relating to these technologies.

This hands-on appeal is what this series of articles is about. In previous articles, we looked at labs focusing on Red Hat Enterprise Linux, Integration and APIs, and cloud-native app development. In this article, we’ll look at labs in the “Emerging Technology” track.

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Announcing the DevConf.US 2018 developer conference

Announcing the DevConf.US 2018 developer conference

I am happy to announce that DevConf.US registration is now open and the schedule is live. DevConf events are free, but online registration is required. If you are available August 17–19, 2018, we would love for you to come and participate.

Similar to DevConf.CZ, DevConf.us 2018 is the 1st annual, free, Red Hat sponsored technology conference for community project and professional contributors to Free and Open Source technologies (FOSS) at the Boston University in the historic city of Boston, USA.

You should consider attending this DevConf event if you are:

  • A developer
  • A technology architect
  • An IT consultant
  • An IT student or a teacher from an IT university/faculty
  • Or simply an IT enthusiast interested in the latest trends in open source and emerging digital technologies

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