Could anyone please tell if Scilab has a Server version so tasks may be executed by running Scilab from 1 central location?
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It depends on your usecase.
If you have a high perfomance server that you want to perform the calculations, scilab has a scilab-cli
mode which you could start remotely over ssh (as suggested here: https://stackoverflow.com/a/2732991/1149326). See description on --no-gui
flag in documentation.
If you want a more interactive session running on a server, (so people don't have to install scilab locally), take a look at the efforts to make a scilab kernel that integrates into jupyter notebooks. You can see an example Scilab Jupyter notebook here.