Desktop for multiple remote sessions on Ubuntu?












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I am looking to buy a desktop PC for my company, fast enough that multiple users (4 at a time, at most) can login over network and have decent a development experience. I am looking for some advice on an overall setup.



Programming will be Python 90% of the time, with some JS thrown in. Part of the load will be machine learning, so we will be using a discrete GPU for that (only one neural network application running at the time).



We are not worried about networking, as most connections will happen in-house over ethernet. But perhaps we should?



For specs (and I know shopping recommendations are prohibited here, so let's keep it non-specific) we are looking at



8 cores of consumer grade CPU (or is 12+ really needed?)
32 GB of ram
Fast m2 SSD, 1tb, for main load
Slower HDDs for inactive repos and such.
Mid to High-end ML GPU



For OS, We are looking at Ubuntu, as it seems that it is possible to have multiple full sessions over SSH? I know that Windows server would allow it with RDP, but we like Linux for development.



Is such a setup feasible?
I am mostly concerned with core count and OS.










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    0















    I am looking to buy a desktop PC for my company, fast enough that multiple users (4 at a time, at most) can login over network and have decent a development experience. I am looking for some advice on an overall setup.



    Programming will be Python 90% of the time, with some JS thrown in. Part of the load will be machine learning, so we will be using a discrete GPU for that (only one neural network application running at the time).



    We are not worried about networking, as most connections will happen in-house over ethernet. But perhaps we should?



    For specs (and I know shopping recommendations are prohibited here, so let's keep it non-specific) we are looking at



    8 cores of consumer grade CPU (or is 12+ really needed?)
    32 GB of ram
    Fast m2 SSD, 1tb, for main load
    Slower HDDs for inactive repos and such.
    Mid to High-end ML GPU



    For OS, We are looking at Ubuntu, as it seems that it is possible to have multiple full sessions over SSH? I know that Windows server would allow it with RDP, but we like Linux for development.



    Is such a setup feasible?
    I am mostly concerned with core count and OS.










    share|improve this question

























      0












      0








      0


      1






      I am looking to buy a desktop PC for my company, fast enough that multiple users (4 at a time, at most) can login over network and have decent a development experience. I am looking for some advice on an overall setup.



      Programming will be Python 90% of the time, with some JS thrown in. Part of the load will be machine learning, so we will be using a discrete GPU for that (only one neural network application running at the time).



      We are not worried about networking, as most connections will happen in-house over ethernet. But perhaps we should?



      For specs (and I know shopping recommendations are prohibited here, so let's keep it non-specific) we are looking at



      8 cores of consumer grade CPU (or is 12+ really needed?)
      32 GB of ram
      Fast m2 SSD, 1tb, for main load
      Slower HDDs for inactive repos and such.
      Mid to High-end ML GPU



      For OS, We are looking at Ubuntu, as it seems that it is possible to have multiple full sessions over SSH? I know that Windows server would allow it with RDP, but we like Linux for development.



      Is such a setup feasible?
      I am mostly concerned with core count and OS.










      share|improve this question














      I am looking to buy a desktop PC for my company, fast enough that multiple users (4 at a time, at most) can login over network and have decent a development experience. I am looking for some advice on an overall setup.



      Programming will be Python 90% of the time, with some JS thrown in. Part of the load will be machine learning, so we will be using a discrete GPU for that (only one neural network application running at the time).



      We are not worried about networking, as most connections will happen in-house over ethernet. But perhaps we should?



      For specs (and I know shopping recommendations are prohibited here, so let's keep it non-specific) we are looking at



      8 cores of consumer grade CPU (or is 12+ really needed?)
      32 GB of ram
      Fast m2 SSD, 1tb, for main load
      Slower HDDs for inactive repos and such.
      Mid to High-end ML GPU



      For OS, We are looking at Ubuntu, as it seems that it is possible to have multiple full sessions over SSH? I know that Windows server would allow it with RDP, but we like Linux for development.



      Is such a setup feasible?
      I am mostly concerned with core count and OS.







      ubuntu ssh remote-desktop python multiuser






      share|improve this question













      share|improve this question











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      share|improve this question










      asked Jan 18 at 15:29









      Alexander C. HarringtonAlexander C. Harrington

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