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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
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.
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
Pros of cnvrg.io
Pros of Linux
- Open Source17
- Free11
- Reliability8
- Safe5