ืžืื—ื•ืจื™ ื”ืงืœืขื™ื. ืื™ืš ื ื•ืฆืจื™ื ืงื•ืจืกื™ื?

ืžืฉืชืชืฃ ืžื’ื™ืข ืœืงื•ืจืก ืื• ืงื•ืจืก ืื™ื ื˜ื ืกื™ื‘ื™. ื”ื•ื ืจื•ืื” ืฉื•ืจื•ืช ืžืกื•ื“ืจื•ืช ืฉืœ ืชืžื™ื›ื” ื˜ื›ื ื™ืช, ื›ื‘ืœื™ ื—ืฉืžืœ ืžื ื•ืชื‘ื™ื ื‘ืงืคื™ื“ื”, ืคืจื™ืกืช ืœื•ื— ื“ืžืงื” ืฉืœ ืื•ืœื ื”ื”ืจืฆืื•ืช, ืชืžื•ื ื•ืช ื‘ื”ื™ืจื•ืช ื•ื“ื™ืื’ืจืžื•ืช ืฉืงื•ืคื™ื•ืช. ื“ื•ื‘ืจื™ื ืขื ื‘ื“ื™ื—ื•ืช ื•ื—ื™ื•ื›ื™ื ืžื•ืกืจื™ื ืžื™ื“ืข ื‘ืฆื•ืจื” ื›ื–ื• ืฉืคืฉื•ื˜ ื™ืฉ ืœืš ื–ืžืŸ ืœื”ื‘ื™ืŸ ืื•ืชื•. ื”ื“ื•ื›ื ื™ื ืžื•ืงืžื™ื, ืžืฉื™ืžื•ืช ื”ืชืจื’ื•ืœ ืคืฉื•ื˜ ืขืคื•ืช ืžื”ืืฆื‘ืขื•ืช, ืืœื ืฉืœืคืขืžื™ื ืฆืจื™ืš ืืช ืขื–ืจืช ื”ืฆื•ื•ืช ื”ื˜ื›ื ื™. ืชืžื™ื›ื”.

ื•ื’ื ื”ืคืกืงื•ืช ืงืคื” ืขื ืื ืฉื™ื ื“ื•ืžื™ื, ืื•ื•ื™ืจื” ืขืœื™ื–ื” ื•ืื ืจื’ื˜ื™ืช, ื—ื™ืœื•ืคื™ ื—ื•ื•ื™ื•ืช, ื”ืฉืืœื•ืช ื”ื›ื™ ืœื ืฆืคื•ื™ื•ืช ืœื“ื•ื‘ืจื™ื. ื’ื ืชืฉื•ื‘ื•ืช ื•ื’ื ืžื™ื“ืข ืฉืœื ืชืžืฆื ื‘ืžื“ืจื™ื›ื™ื, ืืœื ืจืง ื‘ืคื•ืขืœ.

ื›ืžื” ื–ืžืŸ, ืžืืžืฅ ื•ืขืฆื‘ื™ื ืœื“ืขืชืš ืœืงื— ื›ื“ื™ ืœื’ืจื•ื ืœื–ื” ืœื”ื™ืจืื•ืช ื‘ื“ื™ื•ืง ื›ืš?

ืžืื—ื•ืจื™ ื”ืงืœืขื™ื. ืื™ืš ื ื•ืฆืจื™ื ืงื•ืจืกื™ื?

ืชื•ื“ื” ืœื•ื•ืœื•ื“ื™ื” ื’ื•ืจื™ืื ื•ื‘, ืžื ื”ืœืช Kubernetes ืžื•ืกืžื›ืช ื•ืžื”ื ื“ืกืช/ืจืืฉ ืฆื•ื•ืช ื‘ืกืื•ืช'ื‘ืจื™ื“ื’', ืฉื”ื™ื™ืชื” ืขื“ื” ื•ื”ืฉืชืชืคื” ื‘ืื•ืคืŸ ืคืขื™ืœ ื‘ื™ืฆื™ืจืชื ืฉืœ ืงื•ืจืกื™ Slurm ืจื‘ื™ื ืžื”ื”ืชื—ืœื”.

ื”ื•ื ืจืื” ืืช ื”ื‘ื˜ืŸ ื›ืžื•ื‘ืŸ ื”ื‘ืจื™ืื” - ืžื•ืจื›ื‘ื•ื™ื•ืช ื•ืžื’ืจืคื•ืช ืงื•ืฆื ื™ื•ืช, ืชื•ื‘ื ื•ืช ื•ืคืชืจื•ื ื•ืช ื‘ืœืชื™ ืฆืคื•ื™ื™ื. ื•ื”-Kubernetes ืื™ื ื˜ื ืกื™ื‘ื™ื™ื ื”ืžื•ื›ืจื™ื ื›ื‘ืจ, ื›ืžื• Slurm Basic ื•-Slurm Mega. ื•ืงื•ืจืก ื—ื“ืฉ, ืžืชื•ืงืŸ ื‘ืžื™ื“ื” ืจื‘ื” Slurm DevOps: ื›ืœื™ื ื•ืฆ'ื™ื˜ื™ื, ืฉืžืชืงืจื‘ ืœืœื ื”ืจืฃ ื•ื™ืชื—ื™ืœ ื‘-19 ื‘ืื•ื’ื•ืกื˜.

ืžืื—ื•ืจื™ ื”ืงืœืขื™ื. ืื™ืš ื ื•ืฆืจื™ื ืงื•ืจืกื™ื?

ืื‘ืœ, ืื•ืœื™, ื“ื™ ืœืžื™ืœื•ืช ื”ืฉื™ืจ, ื‘ื•ืื• ื ืขื‘ื•ืจ ืœืกื™ืคื•ืจ ืขืฆืžื•. ืื™ืš ืžื›ืžื” ื ื•ืฉืื™ื ืื™ื ื˜ื ืกื™ื‘ื™ื™ื ืœื’ืžืจื™ ืขืฆืžืื™ ื•ืจื‘ ื’ื•ื ื™ ืงื•ืจืก ื“ื•ืงืจ. ืื– ืื ื™ ืืชื—ื™ืœ ืืช ื”ืกื™ืคื•ืจ ืฉืœ ืื™ืš ืงื•ืจืกื™ื ื ื•ืฆืจื™ื ื•ืžืคืชื—ื™ื - ื‘ื“ื™ื•ืง ื›ืžื• "ืœืคื ื™ ื”ืจื‘ื” ื–ืžืŸ ื‘ื’ืœืงืกื™ื” ืจื—ื•ืงื”, ืจื—ื•ืงื”..."

ืžื” ื™ืฉ ืžืื—ื•ืจื™ ื”ืงืœืขื™ื?

ืื ืชืฉืืœื• ืื™ืš ืื ื—ื ื• ืขื•ืฉื™ื ืงื•ืจืกื™ื ื•ืื™ืคื” ื”ื›ืœ ืžืชื—ื™ืœ, ืื ื™ ืคืฉื•ื˜ ืืขื ื” "ื”ื›ืœ ืžืชื—ื™ืœ ื‘ืจืขื™ื•ืŸ".

ื‘ื“ืจืš ื›ืœืœ ื”ืจืขื™ื•ืŸ ืžื’ื™ืข ืžืื™ืคืฉื”ื• - ืื ื—ื ื• ืœื ื™ื•ืฉื‘ื™ื ืื–ื•ืงื™ื ื‘ืžืจืชืฃ ืขื“ ืฉืื ื—ื ื• ืžื’ื™ืขื™ื ืขื: "ืขืœ ืื™ื–ื” ื ื•ืฉื ื›ื“ืื™ ืœืขืฉื•ืช ืงื•ืจืก?" ืจืขื™ื•ื ื•ืช ืžื’ื™ืขื™ื ืžืื™ืคืฉื”ื• ื‘ืคื ื™ ืขืฆืžื ืžืžืงื•ืจื•ืช ื—ื™ืฆื•ื ื™ื™ื. ืœืคืขืžื™ื ืื ืฉื™ื ืžืชื—ื™ืœื™ื ืœืฉืื•ืœ ื‘ืื•ืคืŸ ืคืขื™ืœ: "ืžื” ืืชื” ื™ื•ื“ืข ืขืœ ื˜ื›ื ื•ืœื•ื’ื™ื” ืกืคืฆื™ืคื™ืช ื›ื–ื• ื•ืื—ืจืช?" ืื• ืื™ืš ื–ื” ืขื ื“ื•ืงืจ ืฉืื™ ืืคืฉืจ ื”ื™ื” ืœื”ืชืื™ื ืื•ืชื• ืœืชื–ืžื•ืŸ ืฉืœ ื”ืงื•ืจืก ื”ืื™ื ื˜ื ืกื™ื‘ื™ - ื‘ืจื•ืจ ืฉื”ื™ื” ืฆืจื™ืš ืœื”ื•ืฆื™ื ืื•ืชื• ื”ื—ื•ืฆื” ื›ื“ื™ ืœื”ืกืคื™ืง ืœืกืคืจ ืžืฉื”ื• ื‘ืžื”ืœืš ื”ืงื•ืจืก ื”ืื™ื ื˜ื ืกื™ื‘ื™.

ืžืื—ื•ืจื™ ื”ืงืœืขื™ื. ืื™ืš ื ื•ืฆืจื™ื ืงื•ืจืกื™ื?

ื›ืš ืžื•ืคื™ืข ืจืขื™ื•ืŸ.

ืœืื—ืจ ืฉื”ื•ื›ืจื–, ืœื“ืขืชื™, ืžืชื—ื™ืœ ื”ืจื’ืข ื”ืงืฉื” ื‘ื™ื•ืชืจ - ืœื”ื‘ื™ืŸ ื‘ืื•ืคืŸ ื›ืœืœื™ ืžื” ืœื›ืœื•ืœ ื‘ืงื•ืจืก ื”ื–ื” - ื–ื” ืžืื•ื“ ื“ื•ืžื” ืœืื•ืคืŸ ืฉื‘ื• ืžื›ื™ื ื™ื ื“ื•ื‘ืจื™ื ืœื›ืœ ื›ื ืก.

ื™ืฉ ื›ืื‘ ืื—ื“ ืขื™ืงืจื™ ื›ืฉื ืจืื” ืฉื‘ื—ืจืช ื ื•ืฉื ื•ื—ื•ืฉื‘: "ืžื” ืื ื™ ื™ื›ื•ืœ ืœืกืคืจ ืขืœ ื–ื”? ื–ื” ืคืฉื•ื˜ ืžื“ื™, ื–ื” ื‘ืจื•ืจ, ื’ื ื›ื•ืœื ื™ื•ื“ืขื™ื ืืช ื–ื”".

ืื‘ืœ ืœืžืขืฉื” ื–ื” ื‘ื›ืœืœ ืœื ื”ืžืฆื‘. ื•ืื ื™ ืื™ืฉื™ืช ืื•ืžืจ ื‘ื”ืจื‘ื” ืžืงื•ืžื•ืช ืฉืžื” ืฉื ืจืื” ืœืš ืžื•ื‘ืŸ ืžืืœื™ื•, ืœืžื™ ืฉื‘ื ืœื”ืงืฉื™ื‘ ืœืš ืื• ืœืงื—ืช ืงื•ืจืก, ื”ื•ื ื‘ื›ืœืœ ืœื ืžื•ื‘ืŸ ืžืืœื™ื•. ื•ื›ืืŸ ื ื•ืฆืจ ืจื•ื‘ื“ ื›ื” ื’ื“ื•ืœ ืฉืœ ืขื‘ื•ื“ื” ื•ืงื•ื ืคืœื™ืงื˜ ืคื ื™ืžื™, ืžื” ืœื›ืœื•ืœ ื‘ืงื•ืจืก. ื›ืชื•ืฆืื” ืžื›ืš, ืื ื• ืžืงื‘ืœื™ื ืจืฉื™ืžื” ื›ื–ื• ืฉืœ ืคืจืงื™ื ืขื ืชื ื•ืขื•ืช ื’ื“ื•ืœื•ืช ื›ืœ ื›ืš ื’ื•ืจืคื•ืช, ืขืœ ืžื” ื”ืงื•ืจืก ื™ืขืกื•ืง.

ื•ืื– ืžืชื—ื™ืœื” ื”ืขื‘ื•ื“ื” ื”ืฉื’ืจืชื™ืช ื”ืคืฉื•ื˜ื”:

  • ื‘ื—ื™ืจืช ื—ื•ืžืจ
  • ืงืจื ื‘ืขื™ื•ืŸ ืืช ื”ืชื™ืขื•ื“ ืœื’ืจืกื” ื”ื ื•ื›ื—ื™ืช, ืžื›ื™ื•ื•ืŸ ืฉืขื•ืœื ื”-IT ืžืชืคืชื— ื›ืขืช ื‘ืื™ื–ื• ืžื”ื™ืจื•ืช ืงื•ืกืžื™ืช. ื’ื ืื ืืชื” ืขื•ื‘ื“ ืขื ืžืฉื”ื• ื•ืขื•ืฉื” ืขืœื™ื• ืงื•ืจืก, ืืชื” ืฆืจื™ืš ืœืœื›ืช ืœืชื™ืขื•ื“ ื•ืœืจืื•ืช ืžื” ื—ื“ืฉ ืฉื, ืขืœ ืžื” ืžืขื ื™ื™ืŸ ืœื“ื‘ืจ, ืžื” ื™ื›ื•ืœ ืœื”ื™ื•ืช ืฉื™ืžื•ืฉื™ ื‘ืžื™ื•ื—ื“ ืœื”ื–ื›ื™ืจ.
  • ื•ืžื•ืคื™ืข ืฉืœื“ ืžืกื•ื™ื ืฉืœ ื”ืงื•ืจืก, ืฉื‘ื• ืจื•ื‘ ื”ื ื•ืฉืื™ื, ื‘ื›ืœืœ, ื›ื‘ืจ ืžื›ื•ืกื™ื ื•ื ืจืื” ืฉืžื” ืฉื™ืฉ - ืชืงืœื™ื˜ื• ืกืจื˜ื•ื ื™ื ื•ื”ืฉื™ืงื• ืื•ืชื ืœื”ืคืงื”.
  • ืื‘ืœ ืœืžืขืฉื”, ืœื, ืื– ืžืชื—ื™ืœื” ื”ืขื‘ื•ื“ื” ื”ืงืฉื”, ืื‘ืœ ืœื ืขื‘ื•ืจ ืžื—ื‘ืจื™ ื”ืงื•ืจืก, ืืœื ืขื‘ื•ืจ ืืœื” ืฉื‘ื•ื—ื ื™ื. ื‘ื“ืจืš ื›ืœืœ ื‘ื•ื“ืงื™ ื”ืืœืคื ืฉืœื ื• ื”ื ืชืžื™ื›ื” ื˜ื›ื ื™ืช, ืืฉืจ, ืจืืฉื™ืช, ืžื’ื™ื” ืืช ื”ืงื•ืจืกื™ื ืขื‘ื•ืจ ื›ืœ ืฉื’ื™ืื” ืชื—ื‘ื™ืจื™ืช ื•ื“ืงื“ื•ืงื™ืช. ืฉื ื™ืช, ื”ื ืžื›ื™ื ืื•ืชื ื• ื‘ื›ืื‘ ื‘ืžืงืœื•ืช ื•ืžืงืœืœื™ื ื›ืฉื™ืฉ ื›ืžื” ืžืงื•ืžื•ืช ืœื’ืžืจื™ ืœื ื‘ืจื•ืจื™ื, ืœื ืžื•ื‘ื ื™ื. ื›ืืฉืจ ืžื•ืคื™ืขื™ื ื‘ื˜ืงืกื˜ื™ื ื›ืžื” ืžืฉืคื˜ื™ื ื›ืคื•ืคื™ื ืžื•ืจื›ื‘ื™ื ื‘ืื•ืจืš ืฉืœ ื›ืžื” ืขืžื•ื“ื™ื ืื• ืฉื˜ื•ื™ื•ืช ื‘ืจื•ืจื•ืช. ื”ื ืงื•ืจืื™ื ื”ื›ืœ, ืชื–ื”ืจื•.
  • ื•ืื– ืžืชื—ื™ืœ ืฉืœื‘ ื‘ื“ื™ืงื•ืช ื”ืชืจื’ื•ืœ, ืฉื‘ื• ื ืชืคืกื™ื ื’ื ื›ืžื” ื“ื‘ืจื™ื ื‘ืจื•ืจื™ื ืฉืื™ื ื ืขื•ื‘ื“ื™ื ื•ืžื•ืฆื’ื™ื ื›ืžื” ืจื’ืขื™ื ืฉืืคืฉืจ ืœื”ืงืฉื•ืช ืขืœื™ื”ื, ืžื›ื™ื•ื•ืŸ ืฉื–ื” ื”ื•ืคืš ืœื”ื™ื•ืช ืœื ืžืื•ื“ ืžืขื ื™ื™ืŸ - ืจืง ื™ื•ืฉื‘ื™ื ื•ืžืขืชื™ืงื™ื - ื•ืžื–ื”ื™ื ืžืงื•ืžื•ืช ืฉื‘ื”ื ื–ื” ืžืื•ื“ ืงืฉื” ื•ื™ืฉ ืœื ื• ื”ืจื‘ื” ืžื” ืœืขืฉื•ืช ืฉืื ื—ื ื• ืจื•ืฆื™ื ืžืื ืฉื™ื ืฉื™ืขื‘ืจื• ืืช ื”ืงื•ืจืก ื”ื–ื”. ื•ืื– ืžื’ื™ืขื•ืช ื”ืžืœืฆื•ืช: "ื—ื‘ืจ'ื”, ืชืขืฉื• ืืช ื–ื” ื™ื•ืชืจ ืคืฉื•ื˜ ื›ืืŸ, ื–ื” ื™ื”ื™ื” ืงืœ ื™ื•ืชืจ ืœืชืคื™ืกื” ื•ืชื”ื™ื” ื™ื•ืชืจ ืชื•ืขืœืช ืžื–ื”".
  • ืœืื—ืจ ืฉื‘ื•ืฆืขื” ื›ืžื•ืช ื”ืขื‘ื•ื“ื” ื”ื–ื•, ื ื›ืชื‘ ื”ื—ืœืง ืฉืžืชื™ื™ื—ืก ืœืกืจื˜ื•ืŸ, ื ืจืื” ืฉื”ื›ืœ ื‘ืกื“ืจ. ื•ืืชื ื›ื‘ืจ ื™ื›ื•ืœื™ื ืœืชืจื•ื ืื•ืชื• ืœื”ืคืงื”, ืœืคืจืกื•ื ื”ืงื•ืจืก ื”ื–ื”. ืื‘ืœ ืฉื•ื‘, ืœื, ื–ื” ืžื•ืงื“ื ืžื“ื™ - ื›ื™ ืœืื—ืจื•ื ื” ื”ืคืกืงื ื• ืงืฆืช ืœืกืžื•ืš ืขืœ ืขืฆืžื ื• ื•ื‘ืื•ืคืŸ ืขืงืจื•ื ื™, ื”ืชื—ืœื ื• ืœืขื‘ื•ื“ ื™ื•ืชืจ ืขื ืžืฉื•ื‘. ื™ืฉ ื“ื‘ืจ ื›ื–ื” ื‘ื“ื™ืงืช ื‘ื˜ื - ื–ื” ื›ืฉืžื–ืžื™ื ื™ื ืื ืฉื™ื ืžื‘ื—ื•ืฅ, ืฉืื™ื ื ืงืฉื•ืจื™ื ืœื—ื‘ืจื” ืฉืœื ื• ื‘ืฉื•ื ืฆื•ืจื”, ื•ื‘ืฉื‘ื™ืœ ื›ืžื” ื“ื‘ืจื™ื ื˜ื•ื‘ื™ื ืžืฆื™ื’ื™ื ืœื”ื ืืช ื›ืœ ื—ืœืงื™ ื”ืงื•ืจืก, ืกืจื˜ื•ื ื™ื, ื˜ืงืกื˜, ืžืฉื™ืžื•ืช ืžืขืฉื™ื•ืช, ื›ื“ื™ ืฉื”ื ืœื”ืขืจื™ืš ืืช ืื™ื›ื•ืช ื”ื—ื•ืžืจ, ืืช ื ื’ื™ืฉื•ืช ื”ื—ื•ืžืจ ื•ืขื–ืจ ืœื ื• ืœื”ืคื•ืš ืืช ื”ืงื•ืจืก ืœื˜ื•ื‘ ื›ื›ืœ ื”ืืคืฉืจ.
  • ื•ื›ืืฉืจ ืขื•ื‘ืจื™ื ืžืกืคืจ ืื™ื˜ืจืฆื™ื•ืช ื›ืืœื”, ืจืžืงื•ืœื™ื, ื‘ื“ื™ืงื•ืช ืืœืคื ื‘ืฆื•ืจื” ืฉืœ ืชืžื™ื›ื” ื˜ื›ื ื™ืช, ื‘ื“ื™ืงื•ืช ื‘ื˜ื, ืฉื™ืคื•ืจื™ื. ื•ืื– ื”ื›ืœ ืžืชื—ื™ืœ ืžื—ื“ืฉ - ืชืžื™ื›ื” ื˜ื›ื ื™ืช, ื‘ื“ื™ืงื•ืช ื‘ื˜ื, ืฉื™ืคื•ืจื™ื.
  • ื•ื‘ืฉืœื‘ ืžืกื•ื™ื ืžื’ื™ืขื” ื”ื”ื‘ื ื” ืฉืื• ืฉืกื™ื™ืžื ื• ืขื ืฉื™ื ื•ื™ื™ื, ื›ื™ ื–ื” ืœื’ืžืจื™ ืœื ืจื™ืืœื™ ืœื•ื•ื“ื ืฉื›ื•ืœื ืื•ื”ื‘ื™ื ืืช ื–ื”, ืื• ืฉืžืชืงื‘ืœื•ืช ื”ื—ืœื˜ื•ืช ื“ืจืกื˜ื™ื•ืช. ื›ืืฉืจ ื”ืขืจื•ืช ืจื‘ื•ืช ืขืœ ืžืงื•ืžื•ืช ืžืกื•ื™ืžื™ื ื”ืŸ ืงืจื™ื˜ื™ื•ืช, ื‘ืฆืข ืื•ืชืŸ ืžื—ื“ืฉ ื‘ืื•ืคืŸ ื’ืœื•ื‘ืœื™, ื›ื™ ืžืฉื”ื• ื”ืฉืชื‘ืฉ.
  • ื•ืื– ืžื’ื™ืข ื”ื–ืžืŸ ืœืขืจื™ื›ื•ืช ืงื˜ื ื•ืช - ืื™ืคืฉื”ื• ื”ืžืฉืคื˜ ืžื ื•ืกื— ืœื ื™ืคื”, ืื™ืคืฉื”ื• ืžื™ืฉื”ื• ืœื ืื•ื”ื‘ ืืช ื”ื’ื•ืคืŸ, 14,5, ืื‘ืœ ื”ื™ื” ืจื•ืฆื” 15,7.
  • ื›ืฉื”ืกื•ื’ ื”ื–ื” ืฉืœ ื”ืขืจื•ืช ื ืฉืืจ, ืื– ื–ื”ื•, ื”ืงื•ืจืก ืคื—ื•ืช ืื• ื™ื•ืชืจ ื ืคืชื—, ืžื›ื™ืจื•ืช ืจืฉืžื™ื•ืช ืžืชื—ื™ืœื•ืช.

ื•ื‘ืžื‘ื˜ ืจืืฉื•ืŸ, ื”ืžืฉื™ืžื” ื”ืงืฆืจื” ื•ื”ืคืฉื•ื˜ื” ืฉืœ โ€‹โ€‹ื™ืฆื™ืจืช ืงื•ืจืก ืžืชื‘ืจืจืช ื›ืœื ืคืฉื•ื˜ื” ื•ืื•ืจื›ืช ื–ืžืŸ ืจื‘ ืœื”ืคืœื™ื.

ื•ื™ืฉ ืขื•ื“ ื ืงื•ื“ื” ื—ืฉื•ื‘ื” ืฉื”ืขื‘ื•ื“ื” ืขื ื”ืงื•ืจืก ืœื ืžืกืชื™ื™ืžืช ืขื ื™ืฆื™ืืช ื”ืงื•ืจืก. ืจืืฉื™ืช, ืื ื• ืงื•ืจืื™ื ื‘ืขื™ื•ืŸ ืืช ื”ื”ืขืจื•ืช ืฉื ื•ืชืจื• ื‘ื—ืœืงื™ื ืžืกื•ื™ืžื™ื. ื•ืœืžืจื•ืช ื›ืœ ื”ืžืืžืฆื™ื ืฉืขืฉื™ื ื•, ืขื“ื™ื™ืŸ ืžื–ื•ื”ื™ื ื›ืžื” ืคื’ืžื™ื, ื›ืžื” ื˜ืขื•ื™ื•ืช ืžืชื•ืงื ื•ืช ื•ืžืฉื•ืคืจื•ืช ืœืื•ืจืš ื”ื“ืจืš, ื‘ื–ืžืŸ ืืžืช, ื›ืš ืฉื›ืœ ืžืฉืชืžืฉ ืขื•ืงื‘ ืžืงื‘ืœ ืฉื™ืจื•ืช ื˜ื•ื‘ ื™ื•ืชืจ.

ืžืื—ื•ืจื™ ื”ืงืœืขื™ื. ืื™ืš ื ื•ืฆืจื™ื ืงื•ืจืกื™ื?

ืœื›ืœ ืงื•ืจืก ื‘ืขืœ ืžื•ืฆืจ ืžืฉืœื•, ืฉืžืœื‘ื“ ื”ื’ื“ืจืช ื”ืงื•ื ืกืคื˜ ื”ื›ืœืœื™ ื‘ื•ื“ืง ืืช ื”ืžื•ืขื“ื™ื, ื”ื•ื ืจื•ืฉื ื‘ืฉื•ืœื™ื™ื ื›ื™ ื›ืฉื™ื’ื™ืข ื”ื–ืžืŸ ืœืฉื›ืชื‘ ืืช ื”ืงื•ืจืก ืœื—ืœื•ื˜ื™ืŸ, ื•ื–ื” ื‘ื”ื—ืœื˜ ื™ื’ื™ืข, ื›ื™ ื‘ืขื•ื“ ืฉื ืชื™ื™ื, ืื• ืืคื™ืœื• ืฉื ื” ืœืื—ืจ ืžื›ืŸ, ื—ืœืง ืžืžื” ืฉืื ื• ืžืกืคืจื™ื ื™ื”ืคื•ืš ืœืœื ืจืœื•ื•ื ื˜ื™ ืคืฉื•ื˜ ื›ื™ ื”ื•ื ื™ืชื™ื™ืฉืŸ ืžื‘ื—ื™ื ื” ืžื•ืกืจื™ืช. ื‘ืขืœ ื”ืžื•ืฆืจ ืจื•ืฉื ื‘ืฉื•ืœื™ื™ื ื›ื™ ืœืจื•ื‘ ืื ืฉื™ื ืฉื•ืืœื™ื ืื™ืœื• ื ืงื•ื“ื•ืช ืœื ื”ื™ื• ื‘ืจื•ืจื•ืช, ืื™ืœื• ืžืฉื™ืžื•ืช ื ืจืื• ืงืฉื•ืช ืžืื•ื“, ื•ืื™ืœื• ื ืจืื•, ืœื”ื™ืคืš, ืžืื•ื“ ืคืฉื•ื˜ื•ืช. ื•ื›ืœ ื–ื” ื ืœืงื— ื‘ื—ืฉื‘ื•ืŸ ื‘ืขืช โ€‹โ€‹ื”ืงืœื˜ืช ื”ืงื•ืจืก ืžื—ื“ืฉ, ื‘ื–ืžืŸ ืื™ื–ืฉื”ื• ืจื™ืคืงื˜ื•ืจื™ื ื’, ื›ืš ืฉื›ืœ ืื™ื˜ืจืฆื™ื” ืฉืœ ื”ืงื•ืจืก ื”ื’ืœื•ื‘ืœื™ ื”ื•ืคื›ืช ืœื”ื™ื•ืช ื˜ื•ื‘ื” ื™ื•ืชืจ, ื ื•ื—ื” ื•ื ื•ื—ื” ื™ื•ืชืจ.

ื›ืš ืžื•ืคื™ืขื™ื ืงื•ืจืกื™ื.

ืื™ืš ื ื•ืœื“ ืงื•ืจืก ื“ื•ืงืจ

ื–ื” ื ื•ืฉื ื ืคืจื“ ื•ืืคื™ืœื• ื™ื•ืฆื ื“ื•ืคืŸ ืขื‘ื•ืจื ื•. ื›ื™ ืžืฆื“ ืื—ื“, ืœื ืชื›ื ื ื• ืœืขืฉื•ืช ืืช ื–ื”, ื›ื™ ื”ืจื‘ื” ื‘ืชื™ ืกืคืจ ืžืงื•ื•ื ื™ื ืžืฆื™ืขื™ื ืืช ื–ื”. ืžืฆื“ ืฉื ื™, ื”ื•ื ืขืฆืžื• ื‘ื™ืงืฉ ื—ื•ืคืฉ ื•ืžืฆื ืžืงื•ื ื”ื’ื™ื•ื ื™ ื‘ืชืคื™ืกื” ืฉืœื ื• ืฉืœ ื”ื›ืฉืจืช ืžื•ืžื—ื™ IT ื‘-Kubernetes.

ืื ื›ื‘ืจ ืžื“ื‘ืจื™ื ื‘ืฆื•ืจื” ื’ืœื•ื‘ืœื™ืช ืžืื•ื“, ื‘ื”ืชื—ืœื” ื”ื›ืœ ื”ืชื—ื™ืœ ื‘ืงื•ืจืก ืขืœ Kubernetes, ื›ืฉื”ื•ื ืจืง ื”ืชื—ื™ืœ, ืœื“ืขืชื™, ืื—ืจื™ ื”-Slurm ื”ืจืืฉื•ืŸ. ืืกืคื ื• ืžืฉื•ื‘ ื•ืจืื™ื ื• ืฉืื ืฉื™ื ืจื‘ื™ื ืจื•ืฆื™ื ืœืงืจื•ื ืžืฉื”ื• ื ื•ืกืฃ ืขืœ Docker ื‘ืžืงื•ื ืื—ืจ, ื•ื‘ืื•ืคืŸ ื›ืœืœื™ ืจื‘ื™ื ืžื’ื™ืขื™ื ืœืงื•ืจืก ื”ื‘ืกื™ืกื™ ืขืœ Kubernetes ืžื‘ืœื™ ืœื“ืขืช ืžื” ื–ื” ืกึทื•ึธืจ.

ืœื›ืŸ, ืขื‘ื•ืจ Slurm ื”ืฉื ื™ ื”ื ืขืฉื• ืงื•ืจืก - ืื• ื™ื•ืชืจ ื ื›ื•ืŸ, ืืคื™ืœื• ืœื ืงื•ืจืก, ืืœื ืขืฉื• ื›ืžื” ืคืจืงื™ื ืขืœ Dockers. ืื™ืคื” ืกื™ืคืจื• ื›ืžื” ืžื”ื“ื‘ืจื™ื ื”ื›ื™ ื‘ืกื™ืกื™ื™ื, ื›ื“ื™ ืฉืื ืฉื™ื ืฉืžื’ื™ืขื™ื ืœืื™ื ื˜ื ืกื™ื‘ื™ื•ืช ืœื ื™ืจื’ื™ืฉื• ืžืงื•ืคื—ื™ื ื•ื‘ืื•ืคืŸ ื›ืœืœื™ ื™ื‘ื™ื ื• ืžื” ืงื•ืจื”.

ืžืื—ื•ืจื™ ื”ืงืœืขื™ื. ืื™ืš ื ื•ืฆืจื™ื ืงื•ืจืกื™ื?

ื•ืื– ืื™ืจื•ืขื™ื ื”ืชืคืชื—ื• ื‘ืขืจืš ื›ื›ื”. ื›ืžื•ืช ื”ื—ื•ืžืจ ื’ื“ืœื” ื•ื”ืคืกื™ืงื” ืœื”ืชืื™ื ืชื•ืš 3 ื™ืžื™ื. ื•ื”ื•ืคื™ืข ืจืขื™ื•ืŸ ื”ื’ื™ื•ื ื™ ื•ื‘ืจื•ืจ: ืœืžื” ืœื ืœื”ืคื•ืš ืืช ืžื” ืฉืื ื—ื ื• ืžื›ืกื™ื ื‘-Slurm Basic ืœืื™ื–ื” ืงื•ืจืก ืงื˜ืŸ ืฉืืœื™ื• ืืคืฉืจ ืœืฉืœื•ื— ืื ืฉื™ื ืฉืจื•ืฆื™ื ืœืฆืคื•ืช ื‘ืžืฉื”ื• ืขืœ Docker ืœืคื ื™ ืฉื™ืขื‘ืจื• ืงื•ืจืก ืื™ื ื˜ื ืกื™ื‘ื™ ืขืœ Kubernetes.

Slurm Junior ื”ื•ื ืœืžืขืฉื” ืฉื™ืœื•ื‘ ืฉืœ ื›ืžื” ืงื•ืจืกื™ื ื‘ืกื™ืกื™ื™ื ื›ืืœื”. ื›ืชื•ืฆืื” ืžื›ืš, ืงื•ืจืก ื“ื•ืงืจ ื”ืคืš ืœื—ืœืง ืฉืœ Slurm Junior. ื›ืœื•ืžืจ, ื–ื” ืฆืขื“ ื›ื–ื” ืืคืก ืœืคื ื™ ื‘ืกื™ืกื™ ะธ ืžื’ื”. ื•ืื– ื”ื™ื• ืคืฉื•ื˜ ื”ืคืฉื˜ื•ืช ื‘ืกื™ืกื™ื•ืช ืžืื•ื“.

ืžืื—ื•ืจื™ ื”ืงืœืขื™ื. ืื™ืš ื ื•ืฆืจื™ื ืงื•ืจืกื™ื?

ื‘ืื™ื–ืฉื”ื• ืฉืœื‘ ืื ืฉื™ื ื”ืชื—ื™ืœื• ืœืฉืื•ืœ: "ื—ื‘ืจ'ื”, ื”ื›ืœ ื ื”ื“ืจ, ื–ื” ืžืกืคื™ืง ื›ื“ื™ ืœื”ื‘ื™ืŸ ืขืœ ืžื” ืืชื ืžื“ื‘ืจื™ื ื‘ืงื•ืจืกื™ื ื”ืื™ื ื˜ื ืกื™ื‘ื™ื™ื. ืื™ืคื” ืื ื™ ื™ื›ื•ืœ ืœืงืจื•ื ื‘ืคื™ืจื•ื˜ ืจื‘ ื™ื•ืชืจ ืขืœ ืžื” ืฉื“ื•ืงืจ ื™ื›ื•ืœ ืœืขืฉื•ืช ื•ืื™ืš ืœืขื‘ื•ื“ ืื™ืชื•, ื•ืžื” ื–ื”?" ืื– ืขืœื” ื”ืจืขื™ื•ืŸ ืœืขืฉื•ืช ืืช ื–ื” ื™ืฉืจ ืงื•ืจืก ืžืœื ืขืœ Docker, ื›ืš ืฉืจืืฉื™ืช, ืขื“ื™ื™ืŸ ื ื™ืชืŸ ืœืฉืœื•ื— ืืœื™ื• ืื ืฉื™ื ืฉืžื’ื™ืขื™ื ืœ-Slurm ื‘ืืžืฆืขื•ืช Kubernetes, ื•ืžืฆื“ ืฉื ื™, ืœืžื™ ืฉืืคื™ืœื• ืœื ืžืชืขื ื™ื™ืŸ ื‘-Kubernetes ื‘ืฉืœื‘ ื–ื” ืฉืœ ื”ืคื™ืชื•ื—. ื›ืš ืฉืžื•ืžื—ื” IT ื™ื•ื›ืœ ืœื‘ื•ื ืœืฆืคื•ืช ื‘ืงื•ืจืก ืฉืœื ื• ืขืœ Docker ื•ืœื”ืชื—ื™ืœ ืืช ื“ืจื›ื• ื”ืื‘ื•ืœื•ืฆื™ื•ื ื™ืช ืคืฉื•ื˜ ืขื Docker ื˜ื”ื•ืจ. ื›ืš ืฉื™ืฉ ืœื ื• ืงื•ืจืก ื›ืœ ื›ืš ืžืœื ื•ืฉืœื - ื•ืื– ืจื‘ื™ื, ืœืื—ืจ ืฉืฆืคื• ื‘ืงื•ืจืก ื”ื–ื”, ืœืื—ืจ ืฉืขื‘ื“ื• ื–ืžืŸ ืžื” ืขื ื“ื•ืงืจ ื˜ื”ื•ืจ, ื’ื“ืœื• ืœืจืžื” ืฉื‘ื” ื”ื ืฆืจื™ื›ื™ื Kubernetes ืื• ืžืขืจื›ืช ืชื–ืžื•ืจ ืื—ืจืช. ื•ื”ื ื”ื’ื™ืขื• ืืœื™ื ื• ื‘ืžื™ื•ื—ื“.

ืœืคืขืžื™ื ื ืฉืืœืช ื”ืฉืืœื”: "ืื™ื–ื” ืกื•ื’ ืฉืœ ืื ืฉื™ื ืขื›ืฉื™ื• ืื•ืœื™ ืœื ื™ืฆื˜ืจื›ื• Kubernetes?" ืื‘ืœ ื”ืฉืืœื” ื”ื–ื• ื”ื™ื ืœื ืขืœ ืื ืฉื™ื, ืืœื ืฉืืœื” ืขืœ ื—ื‘ืจื•ืช. ื›ืืŸ ืืชื” ืฆืจื™ืš ืœื”ื‘ื™ืŸ ืฉืœ-Kubernetes ื™ืฉ ืžืงืจื™ื ืžืกื•ื™ืžื™ื ืฉื‘ื”ื ื”ื•ื ืžืชืื™ื ื•ืžืฉื™ืžื•ืช ืฉื”ื•ื ืคื•ืชืจ ื”ื™ื˜ื‘, ืื‘ืœ ืœื”ื™ืคืš, ื™ืฉ ื›ืžื” ืชืจื—ื™ืฉื™ื ืœืฉื™ืžื•ืฉ ื‘-Kubernetes ื›ืืฉืจ ื”ื•ื ื’ื•ืจื ืœื›ืื‘ ื ื•ืกืฃ ื•ืœืกื‘ืœ ื ื•ืกืฃ. ืœื›ืŸ, ื–ื” ืืคื™ืœื• ืœื ืชืœื•ื™ ื‘ืื ืฉื™ื, ืืœื ื‘ืื™ืœื• ื—ื‘ืจื•ืช ืžืชืคืชื—ื•ืช ื•ืœืžืฉืš ื›ืžื” ื–ืžืŸ.

ืœื“ื•ื’ืžื”, ืื™ื–ื” ืžื•ื ื•ืœื™ื˜ ื ื•ืจืื™ ืฉืœ Legacy - ืืชื” ื›ื ืจืื” ืœื ืฆืจื™ืš ืœื“ื—ื•ืฃ ืื•ืชื• ืœืชื•ืš Kubernetes, ื›ื™ ื–ื” ื™ื’ืจื•ื ืœื™ื•ืชืจ ื‘ืขื™ื•ืช ืžืืฉืจ ื™ืชืจื•ื ื•ืช. ืื•, ืœืžืฉืœ, ืื ืžื“ื•ื‘ืจ ื‘ืคืจื•ื™ืงื˜ ืงื˜ืŸ, ื™ืฉ ืœื• ืขื•ืžืก ืงื˜ืŸ ืื•, ื‘ืื•ืคืŸ ืขืงืจื•ื ื™, ืœื ื”ืจื‘ื” ื›ืกืฃ ื•ืžืฉืื‘ื™ื. ืื™ืŸ ื˜ืขื ืœื’ืจื•ืจ ืื•ืชื• ืœืชื•ืš Kubernetes.

ื•ื‘ืื•ืคืŸ ื›ืœืœื™, ื›ื ืจืื”, ื‘ืื•ืคืŸ ื›ืœืœื™, ื›ืคื™ ืฉื›ื‘ืจ ืืžืจื• ื”ืจื‘ื” ืื ืฉื™ื, ืื ืืชื” ืฉื•ืืœ ืืช ื”ืฉืืœื”: "ื”ืื ืื ื™ ืฆืจื™ืš Kubernetes?", ืกื‘ื™ืจ ืœื”ื ื™ื— ืฉืืชื” ืœื ืฆืจื™ืš ืืช ื–ื”. ืื ื™ ืœื ื–ื•ื›ืจ ืžื™ ืขืœื” ืขืœ ื–ื” ืœืจืืฉื•ื ื”, ืœื“ืขืชื™, ืคืืฉื” ืกืœื™ื•ื•ื ื•ื‘. ืื ื™ ืžืกื›ื™ื ืขื ื–ื” ื‘-100%. ื•ืืชื” ืฆืจื™ืš ืœื’ื“ื•ืœ ืœ-Kubernetes - ื•ื›ืฉื›ื‘ืจ ื™ืชื‘ืจืจ ืฉืื ื™ ืฆืจื™ืš ืืช Kubernetes ื•ื”ื—ื‘ืจื” ืฉืœื ื• ืฆืจื™ื›ื” ืืช ื–ื”, ื•ื–ื” ื™ืขื–ื•ืจ ืœืคืชื•ืจ ื‘ืขื™ื•ืช ื›ืืœื” ื•ืื—ืจื•ืช, ืื– ื›ื ืจืื” ื”ื’ื™ื•ื ื™ ืœืœื›ืช ืœืœืžื•ื“ ื•ืœื”ื‘ื™ืŸ ื‘ื“ื™ื•ืง ืื™ืš ืœื”ื’ื“ื™ืจ ื–ื” ืžืกืชื“ืจ ื”ื™ื˜ื‘, ื›ืš ืฉืชื”ืœื™ืš ื”ืžืขื‘ืจ ืœ- Kubernetes ืื™ื ื• ื›ื•ืื‘ ื‘ืžื™ื•ื—ื“.

ื›ืžื” ืชื—ืœื•ืื™ ื™ืœื“ื™ื ื•ื›ืžื” ื“ื‘ืจื™ื ืคืฉื•ื˜ื™ื, ื•ืืคื™ืœื• ืœื ืžืื•ื“ ืคืฉื•ื˜ื™ื, ืืคืฉืจ ืœื‘ืจืจ ืืฆืœื ื• ื‘ืžื™ื•ื—ื“, ื•ืœื ืœืขื‘ื•ืจ ืืช ื”ืžื’ืจืคื” ื•ื”ื›ืื‘ ืฉืœ ืขืฆืžืš.

ื—ื‘ืจื•ืช ืจื‘ื•ืช ื”ืœื›ื• ื‘ื“ื™ื•ืง ื‘ื“ืจืš ืฉื‘ื” ื‘ื”ืชื—ืœื” ื”ื™ื™ืชื” ืจืง ืกื•ื’ ืฉืœ ืชืฉืชื™ืช ืœืœื ืงื•ื ื˜ื™ื™ื ืจื™ื–ืฆื™ื”. ืื—ืจ ื›ืš ื”ื ื”ื’ื™ืขื• ืœืžืฆื‘ ืฉื”ืคืš ืœื”ื™ื•ืช ืงืฉื” ืœื ื”ืœ ืืช ื”ื›ืœ, ื”ื ืขื‘ืจื• ืœ-Docker ื•ื‘ืฉืœื‘ ืžืกื•ื™ื ื”ื ื’ื“ืœื• ืœื ืงื•ื“ื” ืฉื–ื” ื ื”ื™ื” ืฆืคื•ืฃ ื‘ืžืกื’ืจืช ืฉืœ Docker ื•ืžื” ืฉื”ื™ื ืžืฆื™ืขื”. ื•ื”ื ื”ืชื—ื™ืœื• ืœื‘ื—ื•ืŸ ืžื” ื™ืฉ ืžืกื‘ื™ื‘, ืื™ืœื• ืžืขืจื›ื•ืช ืคื•ืชืจื•ืช ืืช ื”ื‘ืขื™ื•ืช ื”ืืœื”, ื•ื‘ืคืจื˜ Kubernetes - ื–ื• ืื—ืช ืžื”ืžืขืจื›ื•ืช ืฉืžืืคืฉืจื•ืช ืœืคืชื•ืจ ื‘ืขื™ื•ืช ื›ืืฉืจ Docker ื˜ื”ื•ืจ ื”ื•ืคืš ืฆืคื•ืฃ ื•ื—ืกืจ ืคื•ื ืงืฆื™ื•ื ืœื™ื•ืช, ื–ื” ืžืงืจื” ืžืžืฉ ื˜ื•ื‘ ื›ืฉืื ืฉื™ื ื”ื ื”ื•ืœื›ื™ื ืฆืขื“ ืื—ืจ ืฆืขื“ ืžืœืžื˜ื” ืœืžืขืœื”, ืžื‘ื™ื ื™ื ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืœื ืžืกืคื™ืงื” ื•ืขื•ื‘ืจื™ื ืœืฉืœื‘ ื”ื‘ื. ื”ื ื”ืฉืชืžืฉื• ื‘ืžืฉื”ื•, ื”ื•ื ื”ืคืš ืœื”ื™ื•ืช ื ื“ื™ืจ, ื•ื”ื ื”ืžืฉื™ื›ื• ื”ืœืื”.

ื–ื• ื‘ื—ื™ืจื” ืžื•ื“ืขืช - ื•ื–ื” ืžืื•ื“ ืžื’ื ื™ื‘.

ื‘ืื•ืคืŸ ื›ืœืœื™, ืื ื™ ืจื•ืื” ืฉื”ืžืขืจื›ืช ืฉืœื ื• ื‘ื ื•ื™ื” ื™ืคื” ืžืื•ื“, ืœืžืฉืœ, ืงื•ืจืก ื“ื•ืงืจ, ืืคื™ืœื• ื‘ืืžืฆืขื•ืช ืงื•ืจืกื™ ื•ื™ื“ืื•. ื•ืื– ืื—ืจื™ ื“ื•ืงืจ ื–ื” ื”ื•ืœืš Kubernetes ื‘ืกื™ืกื™, ืื ื›ืš ืžื’ื” Kubernetes, ืื ื›ืš ืฆ'ืฃ. ื”ื›ืœ ืžืกืชื“ืจ ื‘ืฆื•ืจื” ื”ื’ื™ื•ื ื™ืช - ืื“ื ืขื•ื‘ืจ ื•ืžืชื’ืœื” ืžืงืฆื•ืข ืื™ืชืŸ.

ื‘ืื•ืคืŸ ืขืงืจื•ื ื™, ืžืขืจืš ื”ืงื•ืจืกื™ื ืžืืคืฉืจ ืœืš ืœื›ืกื•ืช ื”ืจื‘ื” ืžืงืจื™ื, ืืคื™ืœื• ืžื•ื“ืจื ื™ื™ื. ื™ืฉ ืขื“ื™ื™ืŸ ืื–ื•ืจื™ื ืฉื ืฉืืจื™ื ืชื—ื•ื ืืคื•ืจ, ืื ื™ ืžืงื•ื•ื” ืฉื‘ืงืจื•ื‘ ื ื™ืฆื•ืจ ื›ืžื” ืงื•ืจืกื™ื ืฉื™ืืคืฉืจื• ืœื ื• ืœืกื’ื•ืจ ืืช ื”ืฉื˜ื—ื™ื ื”ืืคื•ืจื™ื ื”ืืœื”, ื‘ืžื™ื•ื—ื“ ื ืžืฆื” ืžืฉื”ื• ื‘ื ื•ืฉื ื‘ื™ื˜ื—ื•ืŸ. ื›ื™ ื–ื” ื”ื•ืคืš ืœื”ื™ื•ืช ืžืื•ื“ ืจืœื•ื•ื ื˜ื™.

ื‘ืงื™ืฆื•ืจ, ื™ืฉ ืœื ื• ื›ืžื” ืื–ื•ืจื™ื ืืคื•ืจื™ื ืฉื™ื”ื™ื” ืžืื•ื“ ื ื—ืžื“ ืœืกื’ื•ืจ, ื›ื“ื™ ืฉืชื”ื™ื” ืชืžื•ื ื” ืฉืœืžื” ื•ืฉืœืžื” - ื•ืื ืฉื™ื ื™ื•ื›ืœื• ืœื‘ื•ื, ื•ื›ืžื• ืฉืงื•ื‘ืจื˜ืก ื‘ืขืฆืžื” ื”ื™ื ื›ืžื• ืงื•ื ืกื˜ืจื•ืงื˜ื•ืจ ืœื’ื•, ืืคืฉืจ ืœืขืฉื•ืช ืžืžื ื• ื“ื‘ืจื™ื ืฉื•ื ื™ื. ื–ื” ืื•ืกืฃ, ืื ืขื“ื™ื™ืŸ ืื™ืŸ ืžืกืคื™ืง - ืชื•ืกืคืช, ืื•ืชื• ื“ื‘ืจ ืขื ื”ืงื•ืจืกื™ื ืฉืœื ื•, ื›ื“ื™ ืฉืื ืฉื™ื ื™ื•ื›ืœื• ืœื”ื‘ื™ืŸ ืžื” ื”ื ืฆืจื™ื›ื™ื ืžื–ื”; ื”ื ืฆืจื™ื›ื™ื ืœื”ืจื›ื™ื‘ ืกื•ื’ ืฉืœ ืคืื–ืœ, ืกื•ื’ ืฉืœ ืกื˜ ื‘ื ื™ื™ื” ืžื”ืงื•ืจืกื™ื ืฉืœื ื•.

ืžืื—ื•ืจื™ ื”ืงืœืขื™ื. ืื™ืš ื ื•ืฆืจื™ื ืงื•ืจืกื™ื?

ืื ืืชื” ืฉื•ืืœ ืืช ืขืฆืžืš ืฉืืœื” ื ื›ื•ื ื” ื•ื›ื ื” ื‘ื“ืจืš ื›ืœืœ: "ืžื™ ื™ื›ื•ืœ ืœื”ืฉืชืžืฉ ื‘ืงื•ืจืก ื“ื•ืงืจ ืคืขื™ืœ ืขื›ืฉื™ื•?", ืื–:

  • ืœืกื˜ื•ื“ื ื˜ื™ื ืฉืจืง ืžืชื—ื™ืœื™ื ืœื”ื™ื›ื ืก ืœื–ื”.
  • ืขื•ื‘ื“ื™ ืžื—ืœืงืช ื‘ื“ื™ืงื•ืช.
  • ืœืžืขืฉื”, ื™ืฉื ืŸ ื—ื‘ืจื•ืช ืจื‘ื•ืช ืฉืขื“ื™ื™ืŸ, ืœื ืจืง ืฉืื™ื ืŸ ืžืฉืชืžืฉื•ืช ื‘-Docker, ืืœื ืฉืืฃ ืื—ื“ ืœื ืฉืžืข ืขืœ ื˜ื›ื ื•ืœื•ื’ื™ื” ื›ื–ื• ื•ื‘ืื•ืคืŸ ืขืงืจื•ื ื™, ืœื ื™ื•ื“ืข ืื™ืš ืœื”ืฉืชืžืฉ ื‘ื”. ื•ืื ื™ ืžื›ื™ืจ ื›ืžื” ื—ื‘ืจื•ืช ื’ื“ื•ืœื•ืช ื‘ืกื ื˜ ืคื˜ืจืกื‘ื•ืจื’ ืฉืžืชืคืชื—ื•ืช ื›ื‘ืจ ืฉื ื™ื ืจื‘ื•ืช, ื•ื”ืŸ ื”ืฉืชืžืฉื• ื‘ื›ืžื” ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื™ืฉื ื•ืช, ื”ืŸ ื ืขื•ืช ื‘ื›ื™ื•ื•ืŸ ื”ื–ื”. ื‘ืคืจื˜, ืขื‘ื•ืจ ื—ื‘ืจื•ืช ื›ืืœื”, ืขื‘ื•ืจ ืžื”ื ื“ืกื™ื ื‘ื—ื‘ืจื•ืช ื›ืืœื”, ืงื•ืจืก ื–ื” ื™ื›ื•ืœ ืœื”ื™ื•ืช ืžืื•ื“ ืžืขื ื™ื™ืŸ, ืฉื›ืŸ, ืจืืฉื™ืช, ื”ื•ื ื™ืืคืฉืจ ืœืš ืœืฉืงื•ืข ื‘ืžื”ื™ืจื•ืช ื‘ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื•, ื•ืฉื ื™ืช, ื‘ืจื’ืข ืฉื™ื•ืคื™ืขื• ื›ืžื” ืžื”ื ื“ืกื™ื ืฉืžื‘ื™ื ื™ื ืื™ืš ื”ื›ืœ ืขื•ื‘ื“, ื”ื ื™ื›ื•ืœื™ื ืœื”ื‘ื™ื ืืช ื–ื” ืœื—ื‘ืจื” ื•ืœืคืชื— ืืช ื”ืชืจื‘ื•ืช ื”ื–ื• ื•ืืช ื”ื›ื™ื•ื•ื ื™ื ื”ืืœื” ื‘ืชื•ืš ื”ื—ื‘ืจื”.
  • ืœื“ืขืชื™, ื”ืงื•ืจืก ื”ื–ื” ืขื“ื™ื™ืŸ ืขืฉื•ื™ ืœื”ื™ื•ืช ืฉื™ืžื•ืฉื™ ืœืžื™ ืฉื›ื‘ืจ ืขื‘ื“ ืขื docker, ืื‘ืœ ืžืขื˜ ืžืื•ื“ ื•ื™ื•ืชืจ ื‘ืกื’ื ื•ืŸ "ืขืฉื” ืคืขื ืื—ืช, ืชืขืฉื” ืคืขืžื™ื™ื" - ื•ืขื›ืฉื™ื• ื”ื ื”ื•ืœื›ื™ื ืื™ื›ืฉื”ื• ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืื•ืชื Kubernetes, ื•ื–ื” ืžื˜ื™ืœ ืขืœื™ื”ื ื—ื•ื‘ื•ืช ืžืกื•ื™ืžื•ืช, ืื ื™ืฉ ืœืš ื™ื“ืข ืžืื•ื“ ืฉื˜ื—ื™ ืžื” ื–ื” ื“ื•ืงืจ, ืื™ืš ืœื”ืคืขื™ืœ ืื•ืชื•, ืื‘ืœ ื™ื—ื“ ืขื ื–ืืช ืืชื” ืœื ื™ื•ื“ืข ืื™ืš ื–ื” ืขื•ื‘ื“ ืžื‘ืคื ื™ื, ืืชื” ืœื ื™ื•ื“ืข ืžื” ื”ื›ื™ ื˜ื•ื‘ ืœืขืฉื•ืช ืขื ืืช ื–ื” ื•ืžื” ืขื“ื™ืฃ ืœื ืœืขืฉื•ืช, ืื– ืงื•ืจืก ื–ื” ืžืชืื™ื ื”ื™ื˜ื‘ ืœืฉื™ื˜ืชื™ื•ืช ื•ื”ืขืžืงืช ื”ื™ื“ืข.

ืื‘ืœ ืื ื™ืฉ ืœืš ื™ื“ืข ื‘ืจืžื” ืฉืœ: "ืื ื™ ืœื ื™ื•ื“ืข ืื™ืš ืœื›ืชื•ื‘ ืืช ืื•ืชื ืงื‘ืฆื™ Docker ื‘ืฆื•ืจื” ื ื›ื•ื ื”, ืื ื™ ื™ื›ื•ืœ ืœื“ืžื™ื™ืŸ ืžื” ื–ื” ืžืจื—ื‘ื™ ืฉืžื•ืช, ืื™ืš ืงื•ื ื˜ื™ื™ื ืจื™ื ืขื•ื‘ื“ื™ื, ืื™ืš ื”ื ืžื™ื•ืฉืžื™ื ื‘ืคื•ืขืœ ื‘ืจืžืช ืžืขืจื›ืช ื”ื”ืคืขืœื”" - ืื– ื™ืฉ ื‘ื”ื—ืœื˜ ืื™ืŸ ื˜ืขื ืœืœื›ืช ืืœื™ื ื•, ืœื ืชืœืžื“ ืฉื•ื ื“ื‘ืจ ื—ื“ืฉ ื•ืชื”ื™ื” ืงืฆืช ืขืฆื•ื‘ ื‘ื’ืœืœ ื”ื›ืกืฃ ื•ื”ื–ืžืŸ ื”ืžื•ืฉืงืข.

ืื ื ื ืกื— ืื™ืœื• ื™ืชืจื•ื ื•ืช ื™ืฉ ืœืงื•ืจืก ืฉืœื ื•, ืื–:

  • ื ื™ืกื™ื ื• ืœืขืฉื•ืช ืืช ื”ืงื•ืจืก ื”ื–ื” ืขื ืžืกืคืจ ืžืกืคื™ืง ืฉืœ ืžืงืจื™ื ืžืขืฉื™ื™ื ืฉื™ืืคืฉืจื• ืœื›ื ืœื ืจืง ืœื”ื‘ื™ืŸ ืืช ื”ื—ืœืง ื”ืชื™ืื•ืจื˜ื™ ืฉืงื™ื™ื, ืืœื ื’ื ืœื”ื‘ื™ืŸ ืœืžื” ืืชื ืฆืจื™ื›ื™ื ืื•ืชื• ื•ื›ื™ืฆื“ ืชืฉืชืžืฉื• ื‘ื• ื‘ืขืชื™ื“;
  • ื™ืฉ ื›ืžื” ืงื˜ืขื™ื ืฉื ืžืฆืื™ื ืœืขืชื™ื ืจื—ื•ืงื•ืช ืžืื•ื“ ื‘ืฉื•ื ืžืงื•ื - ื•ื‘ืื•ืคืŸ ื›ืœืœื™ ืื™ืŸ ืขืœื™ื”ื ื›ืœ ื›ืš ื”ืจื‘ื” ื—ื•ืžืจ. ื”ื ืžืชื™ื™ื—ืกื™ื ืœืื™ื ื˜ืจืืงืฆื™ื” ืฉืœ Docker ืขื ืžืขืจื›ืช ื”ื”ืคืขืœื”, ืืคื™ืœื• ืงืฆืช ืื—ืจืช. ืื™ืœื• ืžื ื’ื ื•ื ื™ื ืœืงื—ื” Docker ืžืžืขืจื›ืช ื”ื”ืคืขืœื” ื›ื“ื™ ืœื™ื™ืฉื ืืช ืžืขืจื›ืช ื”ืงื•ื ื˜ื™ื™ื ืจื™ื–ืฆื™ื” โ€“ ื•ื–ื” ื ื•ืชืŸ ื”ื‘ื ื” ื›ืœ ื›ืš ืžืขืžื™ืงื” ืฉืœ ื›ืœ ื”ื ื•ืฉื ืฉืœ ื”ืคืขืœืช ืงื•ื ื˜ื™ื™ื ืจื™ื ื‘ืชื•ืš ืžืขืจื›ืช ื”ื”ืคืขืœื” ืœื™ื ื•ืงืก. ืื™ืš ื–ื” ืขื•ื‘ื“, ืื™ืš ื–ื” ืžืชืงืฉืจ ืื—ื“ ืขื ื”ืฉื ื™ ื‘ืชื•ืš ืžืขืจื›ืช ื”ื”ืคืขืœื”, ื‘ื—ื•ืฅ ื•ื›ื•'.

ื–ื”ื• ืžืจืื” ืขืžื•ืง ื‘ืืžืช ืฉื–ื” ืงื•ืจื” ืœืขืชื™ื ืจื—ื•ืงื•ืช ืœืžื“ื™, ื•ื™ื—ื“ ืขื ื–ืืช, ืœื“ืขืชื™, ื–ื” ืžืื•ื“ ื—ืฉื•ื‘. ืื ืืชื” ืจื•ืฆื” ืœื”ื‘ื™ืŸ ื›ืœ ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื™ื˜ื‘ ื•ืœื”ื‘ื™ืŸ ืœืžื” ืœืฆืคื•ืช ืžืžื ื”, ืืชื” ืฆืจื™ืš ืœืคื—ื•ืช ืœืงื‘ืœ ืžื•ืฉื’ ื›ืœืœื™ ืขืœ ืื™ืš ื–ื” ืขื•ื‘ื“ ื‘ืจืžื” ื ืžื•ื›ื”.

ื”ืงื•ืจืก ืฉืœื ื• ืžืจืื” ื•ืžืกืคืจ ืื™ืš ื–ื” ืขื•ื‘ื“ ืžื ืงื•ื“ืช ืžื‘ื˜ ืฉืœ ืžืขืจื›ืช ื”ื”ืคืขืœื”. ืžืฆื“ ืื—ื“, ื›ืœ ืžืขืจื›ื•ืช ื”ืงื•ื ื˜ื™ื™ื ืจื™ื–ืฆื™ื” ืžืฉืชืžืฉื•ืช ื‘ืื•ืชื ืžื ื’ื ื•ื ื™ ืžืขืจื›ืช ื”ืคืขืœื”. ืžืฆื“ ืฉื ื™, ื”ื ืœื•ืงื—ื™ื ืืช ืžื” ืฉื™ืฉ ื‘ืžืขืจื›ืช ื”ื”ืคืขืœื” ืœื™ื ื•ืงืก, ื›ืžื• docker. ืžืขืจื›ื•ืช ืงื•ื ื˜ื™ื™ื ืจื™ื–ืฆื™ื” ืื—ืจื•ืช ืœื ื”ืขืœื• ืฉื•ื ื“ื‘ืจ ื—ื“ืฉ - ื”ื ืœืงื—ื• ืืช ืžื” ืฉื›ื‘ืจ ื”ื™ื” ื‘ืœื™ื ื•ืงืก ื•ื›ืชื‘ื• ืจืง ืขื˜ื™ืคื” ื ื•ื—ื” ืฉืžืืคืฉืจืช ืœืš ืœืงืจื•ื ืœื–ื” ื‘ืžื”ื™ืจื•ืช, ืœื”ืคืขื™ืœ ืื•ืชื•, ืื• ืื™ื›ืฉื”ื• ืœื™ืฆื•ืจ ืื™ืชื” ืื™ื ื˜ืจืืงืฆื™ื”. ืื•ืชื• Docker ื”ื•ื ืœื ืฉื›ื‘ื” ืžืื•ื“ ื’ื“ื•ืœื” ื‘ื™ืŸ ืžืขืจื›ืช ื”ื”ืคืขืœื” ืœืฉื•ืจืช ื”ืคืงื•ื“ื”, ื”ื•ื ืกื•ื’ ืฉืœ ื›ืœื™ ืขื–ืจ ืฉืžืืคืฉืจ ืœื ืœื›ืชื•ื‘ ืงื™ืœื•ื˜ื•ืŸ ืฉืœ ืคืงื•ื“ื•ืช ืื• ืกื•ื’ ืฉืœ ืงื•ื“ C ื›ื“ื™ ืœื™ืฆื•ืจ ืงื•ื ื˜ื™ื™ื ืจ, ืืœื ืœืขืฉื•ืช ื–ืืช ืขืœ ื™ื“ื™ ื”ื–ื ืช ื›ืžื” ืงื•ื•ื™ื ื‘ื˜ืจืžื™ื ืœ.

ื•ืขื•ื“ ืžืฉื”ื•, ืื ืื ื—ื ื• ืžื“ื‘ืจื™ื ืกืคืฆื™ืคื™ืช ืขืœ Docker, ืžื” ืฉื“ื•ืงืจ ื‘ืืžืช ื”ื‘ื™ื ืœืขื•ืœื ื”-IT ื”ื ืกื˜ื ื“ืจื˜ื™ื. ืื™ืš ื™ืฉ ืœื”ืคืขื™ืœ ืืช ื”ืืคืœื™ืงืฆื™ื”, ืื™ืš ื”ื™ื ืฆืจื™ื›ื” ืœืขื‘ื•ื“, ืžื”ืŸ ื”ื“ืจื™ืฉื•ืช ืœืœื•ื’ื™ื, ืžื”ืŸ ื”ื“ืจื™ืฉื•ืช ืœืงื ื” ืžื™ื“ื”, ื”ื’ื“ืจืช ื”ืืคืœื™ืงืฆื™ื” ืขืฆืžื”.

ื‘ืžื•ื‘ื ื™ื ืจื‘ื™ื, docker ืขื•ืกืง ื‘ืกื˜ื ื“ืจื˜ื™ื.

ื’ื ืชืงื ื™ื ืขื•ื‘ืจื™ื ืœ-Kubernetes - ื•ื™ืฉ ื‘ื“ื™ื•ืง ืื•ืชื ืชืงื ื™ื; ืื ืืชื” ื™ื•ื“ืข ืœื”ืจื™ืฅ ืืช ื”ืืคืœื™ืงืฆื™ื” ืฉืœืš ื”ื™ื˜ื‘ ื‘-Docker, ืื– 99% ืžื”ืžืงืจื™ื ื–ื” ื™ืขื‘ื•ื“ ื‘ืื•ืชื” ืžื™ื“ื” ื‘ืชื•ืš Kubernetes.

ืื ืžืฆืืชื ืืช ืขืฆืžื›ื ืžืชืขื ื™ื™ื ื™ื ืœื ืจืง ืื™ืš ื ื•ืฆืจ ืงื•ืจืก ื“ื•ืงืจ, ืืœื ื’ื ื‘ืงื•ืจืกื™ื ืื—ืจื™ื, ืืœื ื’ื ืžืชืขื ื™ื™ื ื™ื ื‘ืงื•ืจืก ืขืฆืžื• ืžื ืงื•ื“ืช ืžื‘ื˜ ืžืขืฉื™ืช, ืื– ื™ืฉ ืขื“ื™ื™ืŸ ื–ืžืŸ ืœืจื›ื•ืฉ ืื•ืชื• ื‘ื”ื ื—ื” ืฉืœ 5000 ืจื•ื‘ืœ ื‘ื”ื–ืžื ื” ืžืจืืฉ ืขื“ ื”-30 ื‘ื™ื•ืœื™.

ื ืฉืžื— ืœืจืื•ืชื›ื!

ืžืงื•ืจ: www.habr.com

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