What is the best Unix like OS for mathematical computation?

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For setting up a dedicated machine for scientific computation accessible remotely, a Unix-based operating system is recommended, with a focus on ease of use and compatibility with MATLAB. Ubuntu is suggested for its user-friendliness, while Debian is noted for its power in numerical analysis, albeit with a steeper learning curve due to shell scripting requirements. Scientific Linux, developed by FermiLab and CERN, is also highlighted as a suitable option for scientific applications. The discussion emphasizes that most Linux distributions can efficiently run on standard PC hardware and support numerical analysis in languages like C, C++, Fortran, and MATLAB. Additionally, building a home server on a budget under $2,500 is feasible, with various software options available to convert a regular computer into a server.
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I want to basically have a dedicated machine for running scientific computation programs and be able to access it remotely anywhere using a laptop/netbook. That means I don’t care much about GUIs. I’m used to using Unix and am perfectly fine with doing everything through a command window. At the same time however, I’m not a skilled programmer and want whichever is easiest to set-up and run things on. I also, need the OS to be able to run MATLAB.

So basically I want to find out which is the best OS for creating numerical analysis programs in C/C++/Fortran/MATLAB which leads me to these questions:

  • Which one would be the most powerful in regard to numerical analysis and solving complex equations
  • Which would be best/run most efficiently on PC hardware?
  • Which is the easiest to set-up remote access to?

Also on a slightly related topic, can I just build my own home server for cheap? By cheap I mean a budget under $2,500
 
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I think the better unix OS is debian, but it's something complicated for using because need knowledge of shell script , so I recommend you to use Ubuntu.

And the server... you can turn your computer in server, there is a lot of software to can do this.
 
I haven't used it myself, but Scientific Linux, which is a joint project of FermiLab and CERN, might fit your needs. It's based on RHEL.

http://www.scientificlinux.org/

Any of the Linuxes should work, though. Not sure about BSDs, with ports it might work.
 
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