Kubeflow and Proprietary Software
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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.
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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.
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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.
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Dilution and Misuse of the "Linux" Brand
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Samsung, Red Hat to Work on Linux Drivers for Future TechThe 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. |
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