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Linux vs cnvrg.io: What are the differences?

Linux: A family of free and open source software operating systems based on the Linux kernel. A clone of the operating system Unix, written from scratch by Linus Torvalds with assistance from a loosely-knit team of hackers across the Net. It aims towards POSIX and Single UNIX Specification compliance; cnvrg.io: An end-to-end machine learning platform to build and deploy AI models at scale. It is an AI OS, transforming the way enterprises manage, scale and accelerate AI and data science development from research to production. The code-first platform is built by data scientists, for data scientists and offers unrivaled flexibility to run on-premise or cloud.

Linux and cnvrg.io are primarily classified as "Operating Systems" and "Machine Learning" tools respectively.

Some of the features offered by Linux are:

  • Portable(Multiplatform)
  • Multitasking
  • Multi User

On the other hand, cnvrg.io provides the following key features:

  • Machine Learning Pipelines
  • AI Library
  • Open Compute
Decisions about cnvrg.io and Linux
Jennifer Briston

Netdata introduces Linux eBPF (Extended Berkeley Packet Filter) monitoring. With this enabled, monitor real-time metrics of Linux kernel functions and actions from the very same monitoring and troubleshooting dashboard used for watching entire systems, or even entire infrastructures.

This collector uses eBPF to monitor system calls inside your operating system’s kernel. For now, the main goal of this plugin is to monitor IO and process management on the host where it is running.

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Justin Dorfman
Open Source Program Manager at Reblaze · | 1 upvote · 80.6K views

If you have a file (demo.txt) that has 3 columns:

Column-1    Column-2    Column-3
Row-1a      Row-2a      Row-3a         
Row-1b      Row-2b      Row-3b
Row-1c      Row-2c      Row-3c
Row-1d      Row-2d      Row-3d
Row-1e      Row-2e      Row-3e

and you want to only view the first column of the file in your CLI, run the following:

awk {'print $1'} demo.txt

Column-1
Row-1a
Row-1b
Row-1c
Row-1d
Row-1e

If you want to print the second column of demo.txt, just replace $1 with $2

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Pros of cnvrg.io
Pros of Linux
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    • 5
      Safe

    Sign up to add or upvote prosMake informed product decisions

    What is cnvrg.io?

    It is an AI OS, transforming the way enterprises manage, scale and accelerate AI and data science development from research to production. The code-first platform is built by data scientists, for data scientists and offers unrivaled flexibility to run on-premise or cloud.

    What is Linux?

    A clone of the operating system Unix, written from scratch by Linus Torvalds with assistance from a loosely-knit team of hackers across the Net. It aims towards POSIX and Single UNIX Specification compliance.

    Need advice about which tool to choose?Ask the StackShare community!

    What companies use cnvrg.io?
    What companies use Linux?
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      What tools integrate with cnvrg.io?
      What tools integrate with Linux?

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      Blog Posts

      Dec 8 2020 at 5:50PM

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      What are some alternatives to cnvrg.io and Linux?
      Ubuntu
      Ubuntu is an ancient African word meaning ‘humanity to others’. It also means ‘I am what I am because of who we all are’. The Ubuntu operating system brings the spirit of Ubuntu to the world of computers.
      Debian
      Debian systems currently use the Linux kernel or the FreeBSD kernel. Linux is a piece of software started by Linus Torvalds and supported by thousands of programmers worldwide. FreeBSD is an operating system including a kernel and other software.
      CentOS
      The CentOS Project is a community-driven free software effort focused on delivering a robust open source ecosystem. For users, we offer a consistent manageable platform that suits a wide variety of deployments. For open source communities, we offer a solid, predictable base to build upon, along with extensive resources to build, test, release, and maintain their code.
      TensorFlow
      TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
      iOS
      It is the operating system that presently powers many of the mobile devices, including the iPhone, iPad, and iPod Touch. It is designed to make your iPhone and iPad experience even faster, more responsive, and more delightful.
      See all alternatives