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Kubeflow and Proprietary Software

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Software
  • Kubeflow – Data Science on Steroids

    Artificial intelligence, machine and deep learning are probably the most hyped topics in software development these days!
    New projects, problem solving approaches and corresponding start-ups pop up in the wild on a daily basis. Most of the time, the major target is to get an understandable output from a huge set of unmanageable input data. To achieve this goal, the in fact standard frameworks TensorFlow and PyTorch established a rich set of features over time by being well maintained under the hood, too. But the simple usage of these frameworks does not solve today’s software related challenges like continuous integration (CI) and deployment (CD). The creation of a sustainable workflow, which embeds seamlessly into the existing infrastructure as well as existing CI/CD pipelines, are one of the major obstacles software developers are facing today.
    Another trend related to this topic is the increasing usage of Kubernetes as build and test infrastructure for on premise and managed cluster architectures. But how to utilize the full power of Kubernetes-based cloud environments, when it comes to training and deploying machine learning models? How to integrate them into existing continuous integration and deployment pipelines? Can we split up machine learning workflows into separate pipeline steps, like we already do within our existing CI/CD setups?

  • Multi-Calendar Desktop App MineTime 1.6.0 Adds New Scheduling Assistant

    MineTime, an AI-powered desktop calendar application that works with multiple Calendar services, has been updated to version 1.6.0, which includes some important changes like a new scheduling assistant, a new 10-day view, and more.

  • Short Topix: Dropbox Reinstates Support For ZFS, XFS, Btrfs, eCryptFS

    On July 18, 2019, Google announced in a blog post that it was closing a loophole that allowed sites to know if a user was connecting to a site using "incognito" mode on Google Chrome. Some sites would not allow users to connect to their sites using incognito mode. Granted, some users used incognito mode, where browsing history and cookies are not saved, to circumvent article limits and paywalls. In 2017, The Boston Globe started blocking users of incognito mode from accessing its content. The New York Times, the Los Angeles Times, the Dallas Morning News and others have also employed the method that prevents users of incognito mode from accessing the content on their sites.

  • Microsoft Edge will ditch Flash in 2020

    IN 2017 FLASH, the comically buggy building block of web media, revealed it would be committing a very slow suicide, eventually losing all support in 2020. Given the amount of security holes it had when it was fully supported by Adobe, this could very well be seen as a mercy killing.

    Google Chrome promptly put the boot in, disabling Flash from Chrome 76 by default to try and wean people off it, before the final death in 2020. And now Microsoft has clarified that it'll be putting its own little kick into Adobe as well by following much the same schedule for Edge.

More in Tux Machines

digiKam 7.7.0 is released

After three months of active maintenance and another bug triage, the digiKam team is proud to present version 7.7.0 of its open source digital photo manager. See below the list of most important features coming with this release. Read more

Dilution and Misuse of the "Linux" Brand

Samsung, Red Hat to Work on Linux Drivers for Future Tech

The metaverse is expected to uproot system design as we know it, and Samsung is one of many hardware vendors re-imagining data center infrastructure in preparation for a parallel 3D world. Samsung is working on new memory technologies that provide faster bandwidth inside hardware for data to travel between CPUs, storage and other computing resources. The company also announced it was partnering with Red Hat to ensure these technologies have Linux compatibility. Read more

today's howtos

  • How to install go1.19beta on Ubuntu 22.04 – NextGenTips

    In this tutorial, we are going to explore how to install go on Ubuntu 22.04 Golang is an open-source programming language that is easy to learn and use. It is built-in concurrency and has a robust standard library. It is reliable, builds fast, and efficient software that scales fast. Its concurrency mechanisms make it easy to write programs that get the most out of multicore and networked machines, while its novel-type systems enable flexible and modular program constructions. Go compiles quickly to machine code and has the convenience of garbage collection and the power of run-time reflection. In this guide, we are going to learn how to install golang 1.19beta on Ubuntu 22.04. Go 1.19beta1 is not yet released. There is so much work in progress with all the documentation.

  • molecule test: failed to connect to bus in systemd container - openQA bites

    Ansible Molecule is a project to help you test your ansible roles. I’m using molecule for automatically testing the ansible roles of geekoops.

  • How To Install MongoDB on AlmaLinux 9 - idroot

    In this tutorial, we will show you how to install MongoDB on AlmaLinux 9. For those of you who didn’t know, MongoDB is a high-performance, highly scalable document-oriented NoSQL database. Unlike in SQL databases where data is stored in rows and columns inside tables, in MongoDB, data is structured in JSON-like format inside records which are referred to as documents. The open-source attribute of MongoDB as a database software makes it an ideal candidate for almost any database-related project. This article assumes you have at least basic knowledge of Linux, know how to use the shell, and most importantly, you host your site on your own VPS. The installation is quite simple and assumes you are running in the root account, if not you may need to add ‘sudo‘ to the commands to get root privileges. I will show you the step-by-step installation of the MongoDB NoSQL database on AlmaLinux 9. You can follow the same instructions for CentOS and Rocky Linux.

  • An introduction (and how-to) to Plugin Loader for the Steam Deck. - Invidious
  • Self-host a Ghost Blog With Traefik

    Ghost is a very popular open-source content management system. Started as an alternative to WordPress and it went on to become an alternative to Substack by focusing on membership and newsletter. The creators of Ghost offer managed Pro hosting but it may not fit everyone's budget. Alternatively, you can self-host it on your own cloud servers. On Linux handbook, we already have a guide on deploying Ghost with Docker in a reverse proxy setup. Instead of Ngnix reverse proxy, you can also use another software called Traefik with Docker. It is a popular open-source cloud-native application proxy, API Gateway, Edge-router, and more. I use Traefik to secure my websites using an SSL certificate obtained from Let's Encrypt. Once deployed, Traefik can automatically manage your certificates and their renewals. In this tutorial, I'll share the necessary steps for deploying a Ghost blog with Docker and Traefik.