ืกืœื•ืจื: ืงื•ื‘ืขืจื ืขื˜ืขืก ืื™ื ื˜ืขื ืกื™ื•ื•ืข. ืคึผืจืึธื’ืจืึทื ืื•ืŸ ื‘ืึธื ื•ืกืขืก

27-29 ืžืื™, ืžื™ืจ ื”ืึทืœื˜ืŸ ื“ื™ ืคืขืจื˜ ืกืœื•ืจื: ืื™ื ื˜ืขื ืกื™ื•ื•ืข ืื•ื™ืฃ ืงื•ื‘ืขืจื ืขื˜ืขืก.

ืกืœื•ืจื: ืงื•ื‘ืขืจื ืขื˜ืขืก ืื™ื ื˜ืขื ืกื™ื•ื•ืข. ืคึผืจืึธื’ืจืึทื ืื•ืŸ ื‘ืึธื ื•ืกืขืก

ื‘ืึธื ื•ืก: ืึธื ืœื™ื™ืŸ ืงืึธืจืกืึทื– ืื•ื™ืฃ Docker, Ansible, Ceph
ืžื™ืจ ื”ืึธื‘ืŸ ื“ืขืจื™ื™ื•ื•ื“ ืคื•ืŸ Slurm ื˜ืขืžืขืก ื•ื•ืึธืก ื–ืขื ืขืŸ ื•ื•ื™ื›ื˜ื™ืง ืคึฟืึทืจ ืืจื‘ืขื˜ืŸ ืžื™ื˜ Kubernetes, ืึธื‘ืขืจ ื˜ืึธืŸ ื ื™ื˜ ื’ืœื™ื™ึทืš ืคืึทืจื‘ื™ื ื“ืŸ ืฆื• K8s. ื•ื•ื™, ื•ื•ืึธืก ืื•ืŸ ื•ื•ืึธืก ื’ืขื˜ืจืืคืŸ - ืื•ื ื˜ืขืจ ื“ื™ ืฉื ื™ื™ึทื“ืŸ.
ืึทืœืข Slurm 4 ืคึผืึทืจื˜ื™ืกืึทืคึผืึทื ืฅ ื•ื•ืขื˜ ื”ืึธื‘ืŸ ืึทืงืกืขืก ืฆื• ื“ื™ ืงืึธืจืกืึทื–.

ื’ืึทื ืฅ ื’ืขืœื˜ ืฆื•ืจื™ืง ืื•ื™ืฃ ื“ืขืจ ืขืจืฉื˜ืขืจ ื˜ืึธื’
ืื™ืŸ ืคืขื˜ืขืจื‘ื•ืจื’ืขืจ ืกืœื•ืจื ื–ืฒื ืขืŸ ืืฐืขืงื’ืขืคืืจืŸ ืฆืฐืฒ ื‘ืื˜ื™ื™ืœื™ืงื˜ืข ื’ืึธืจ ื ืขื’ืึทื˜ื™ื•ื• ื‘ืืจื™ื›ื˜ืŸ. ื•ื•ื™ ืื™ืš ื”ืื‘ ื—ืจื˜ื” ื’ืขื”ืื˜, ืื– ืก'ืื™ื– ืื•ืžืžืขื’ืœื™ืš ืฆื•ืจื™ืงืฆื•ื’ื™ื™ืŸ ืื™ืŸ ื“ืขืจ ืฆื™ื™ื˜ ืื•ืŸ ื–ื™ืš ืžื™ื˜ ื–ื™ื™ ืฆื•ื˜ื™ื™ืœืŸ ืืŸ ืงืขื’ื ื–ืฒื˜ื™ืงืข ื˜ืขื ื•ืช.
ืื•ื™ื‘ ืื™ืจ ื’ืขืคึฟื™ื ืขืŸ ืื•ื™ืก ื•ื•ืึธืก ืื™ืจ ืœืขื’ืึทืžืจืข ื˜ืึธืŸ ื ื™ื˜ ื•ื•ื™ ื•ื•ืขื’ืŸ ืกืœื•ืจื, ืขืจืฉื˜ืข ื˜ืื’ ืฉืจื™ื™ึทื‘ืŸ ืฆื• ืงื™ื™ืŸ ืคื•ืŸ ื“ื™ ืึธืจื’ืึทื ื™ื™ื–ืขืจื–. ืžื™ืจ ื•ื•ืขืœืŸ ื“ื™ืกื™ื™ื‘ืึทืœ ืึทืงืกืขืก ืื•ืŸ ืฆื•ืจื™ืงืฆืึธืœ ื“ื™ ืคื•ืœ ืึธื ื˜ื™ื™ืœ ืคึผืจื™ื™ึทื–.

ื˜ืขื›ื ื™ืฉ ืงืึทื ืกืึทืœื˜ืึทื ืฅ
ืื•ื™ื‘ ื•ื•ืขืจ ืขืก ื™ื– ื•ื•ื™ื™ืกื˜ ื“ืžื™ื˜ืจื™ ืกื™ืžืึธื ืึธื•ื• (ืขืจ ื”ืื˜ ื’ืขืฉืืคืŸ ื ืงืœื•ื‘ ืคื•ืŸ ื˜ืขื›ื ื™ืฉืข ื“ื™ืจืขืงื˜ืืจืŸ), ืžื™ืจ ื”ืื‘ืŸ ืื™ื ืคืืจื‘ืขื˜ืŸ ืื™ืŸ ืกืœื•ืจื (ืฆื• ืœืขืจื ืขืŸ, ื ื™ืฉื˜ ืฆื• ืฉืคื™ืœืŸ). ืขืจ ื”ืื˜ ืฆื•ื’ืขื–ืื’ื˜ ืืœืขืžืขืŸ ืฆื• ืขืฆื”ืŸ. ื“ืึธืก ืื™ื– ืึทื ืœื™ื™ืงืœื™ ืฆื• ื–ื™ื™ืŸ ืื™ื ื˜ืขืจืขืกื™ืจื˜ ืคึฟืึทืจ ืึทื“ืžื™ื ื™ืกื˜ืจืึทื˜ืึธืจืก ืื•ืŸ ื“ืขื•ื•ืขืœืึธืคึผืขืจืก, ืึธื‘ืขืจ ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ื–ื™ื™ืขืจ ื˜ืฉื™ืงืึทื•ื•ืข ืคึฟืึทืจ IT ืžืึทื ืึทื“ื–ืฉืขืจื–.

ื•ื•ืึธืก ืื™ื– ืกืœืึทื

ืกืœื•ืจื: ืงื•ื‘ืขืจื ืขื˜ืขืก ืื™ื ื˜ืขื ืกื™ื•ื•ืข. ืคึผืจืึธื’ืจืึทื ืื•ืŸ ื‘ืึธื ื•ืกืขืก

Slurm-4: ื™ืงืขืจื“ื™ืง ืงื•ืจืก (27-29 ืžืื™)
ื“ื™ื–ื™ื™ื ื“ ืคึฟืึทืจ ื“ื™ ื•ื•ืืก ื–ืขืŸ Kubernetes ืคึฟืึทืจ ื“ื™ ืขืจืฉื˜ืขืจ ืžืึธืœ ืึธื“ืขืจ ื•ื•ื™ืœืŸ ืฆื• ืกื™ืกื˜ืขืžืึทื˜ื™ื–ื™ืจืŸ ื–ื™ื™ืขืจ ื•ื•ื™ืกืŸ.
ื™ืขื“ืขืจ ื‘ืึทื˜ื™ื™ืœื™ืงื˜ืขืจ ื•ื•ืขื˜ ืžืึทื›ืŸ ื–ื™ื™ืขืจ ืื™ื™ื’ืขื ืข ืงื ื•ื™ืœ ืื™ืŸ ื“ื™ ืกืขืœืขืงื˜ืขืœ ื•ื•ืึธืœืงืŸ ืื•ืŸ ืฆืขื•ื•ื™ืงืœืขืŸ ื“ื™ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ื“ืึธืจื˜.

ืคึผืจื™ื™ึทื–: 25 ื˜ื•ื™ื–ื ื˜

ืคึผืจืึธื’ืจืึทื

ื˜ืขืžืข #1: ื”ืงื“ืžื” ืฆื• Kubernetes, ื”ื•ื™ืคึผื˜ ืงืึทืžืคึผืึธื•ื ืึทื ืฅ
โ€ข ื”ืงื“ืžื” ืฆื• ืง8ืก ื˜ืขื›ื ืึธืœืึธื’ื™ืข. ื‘ืึทืฉืจื™ื™ึทื‘ื•ื ื’, ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ, ืงืึทื ืกืขืคึผืก
โ€ข ืคึผืึธื“, ืจืขืคึผืœื™ืงืขืกืขื˜, ื“ื™ืคึผืœื•ื™ืžืึทื ื˜, ืกืขืจื•ื•ื™ืก, ื™ื ื’ืจืขืกืก, ืคึผื•ื•, ืคึผื•ื•ืง, ืงืึธื ืคื™ื’ืžืึทืคึผ, ืกื•ื“
โ€ข ืคื™ืจ

ื˜ืขืžืข ื ื•ืž 2: ืงื ื•ื™ืœ ืคึผืœืึทืŸ, ื”ื•ื™ืคึผื˜ ืงืึทืžืคึผืึธื•ื ืึทื ืฅ, ืฉื•ืœื“ ื˜ืึธืœืขืจืึทื ืฅ, ืง8ืก ื ืขืฅ
โ€ข ืงื ื•ื™ืœ ืคึผืœืึทืŸ, ื”ื•ื™ืคึผื˜ ืงืึทืžืคึผืึธื•ื ืึทื ืฅ, ืฉื•ืœื“ ื˜ืึธืœืขืจืึทื ืฅ
โ€ข ืง8ืก ื ืขืฅ

ื˜ืขืžืข #3: ืงื•ื‘ืขืกืคึผืจื™ื™, ื˜ื•ื ื™ื ื’ ืื•ืŸ ื‘ืึทืฉื˜ืขื˜ื™ืงืŸ ืึท ืงื•ื‘ืขืจื ืขื˜ืขืก ืงื ื•ื™ืœ
โ€ข ืงื•ื‘ืขืกืคึผืจื™ื™, ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ ืื•ืŸ ื˜ื•ื ื™ื ื’ ืคื•ืŸ ื“ื™ ืงื•ื‘ืขืจื ืขื˜ืขืก ืงื ื•ื™ืœ
โ€ข ืคื™ืจ

ื˜ืขืžืข #4: ืกืขืฃ, ืงื ื•ื™ืœ ืกืขื˜ืึทืคึผ ืื•ืŸ ืคึฟืขื™ึดืงื™ื™ื˜ืŸ ืคื•ืŸ ืืจื‘ืขื˜ืŸ ืื™ืŸ ืคึผืจืึธื“ื•ืงืฆื™ืข
โ€ข ืกืขืฃ, ืงื ื•ื™ืœ ืกืขื˜ืึทืคึผ ืื•ืŸ ืคึฟืขื™ึดืงื™ื™ื˜ืŸ ืคื•ืŸ ืืจื‘ืขื˜ืŸ ืื™ืŸ ืคึผืจืึธื“ื•ืงืฆื™ืข
โ€ข ืคึผืจืึทืงื˜ื™ืก: ื‘ืึทืฉื˜ืขื˜ื™ืงืŸ ืึทืจื•ื™ืฃ ืกืขืฃ

ื˜ืขืžืข #5: ืึทื•ื•ืึทื ืกื™ืจื˜ืข ืงื•ื‘ืขืจื ืขื˜ืขืก ืึทื‘ืกื˜ืจืึทืงื˜ื™ืึธื ืก
โ€ข DaemonSet, StatefulSet, RBAC, Job, CronJob, Pod Scheduling, InitContainer

ื˜ืขืžืข #6: ื”ืงื“ืžื” ืฆื• ื”ืขืœื
โ€ข ื”ืงื“ืžื” ืฆื• ื”ืขืœื
โ€ข ืคื™ืจ

ื˜ืขืžืข #7: ืคึผื•ื‘ืœื™ืฉื™ื ื’ ื‘ืึทื“ื™ื ื•ื ื’ืก ืื•ืŸ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื–
โ€ข ืื™ื‘ืขืจื‘ืœื™ืง ืคื•ืŸ ืกืขืจื•ื•ื™ืก ืืจื•ื™ืกื’ืขื‘ืŸ ืžืขื˜ื”ืึธื“ืก: ื ืึธื“ืขืคึผืึธืจื˜ ื•ื•ืก ืœืึธืึทื“ื‘ืึทืœืึทื ืกืขืจ ื•ื•ืก ื™ื ื’ืจืขืกืก
โ€ข ื™ื ื’ืจืขืกืก ืงืึธื ื˜ืจืึธืœืœืขืจ (ื ื’ื™ื ืงืก): ื‘ืึทืœืึทื ืกื™ื ื’ ื™ื ืงืึทืžื™ื ื’ ืคืึทืจืงืขืจ
โ€ข ืกืขืจื˜-ืคืึทืจื•ื•ืึทืœื˜ืขืจ: ืื•ื™ื˜ืึธืžืึทื˜ื™ืฉ ื‘ืึทืงื•ืžืขืŸ ืกืกืœ / ื˜ืœืก ืกืขืจื˜ื™ืคื™ืงืึทืฅ
โ€ข ืคื™ืจ

ื˜ืขืžืข #8: ืœืึธื’ื™ื ื’ ืื•ืŸ ืžืึธื ื™ื˜ืึธืจื™ื ื’
โ€ข ืงื ื•ื™ืœ ืžืึธื ื™ื˜ืึธืจื™ื ื’, ืคึผืจืึธืžืขื˜ื”ืขื•ืก
โ€ข ืงื ื•ื™ืœ ืœืึธื’ื™ื ื’, ืคืœื•ืขื ื˜ื“ / ืขืœืึทืกื˜ื™ืง / ืงื™ื‘ืึทื ืึท
โ€ข ืคื™ืจ

ื˜ืขืžืข ื ื•ืž 9: ืกื™ / ืกื™, ื‘ื ื™ืŸ ื“ื™ืคึผืœื•ื™ืžืึทื ื˜ ืฆื• ืึท ืงื ื•ื™ืœ ืคึฟื•ืŸ ืงืจืึทืฆืŸ

ื˜ืขืžืข ื ื•ืž 10: ืคึผืจืึทืงื˜ื™ืฉ ืึทืจื‘ืขื˜, ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ื“ืึธืงืขืจืึทื–ื™ื™ืฉืึทืŸ ืื•ืŸ ืงืึทื˜ืขืจ ืื™ืŸ ืึท ืงื ื•ื™ืœ

Slurm ื•ื•ืขื‘ื–ื™ื™ึทื˜ืœ

MegaSlurm: ืึทื•ื•ืึทื ืกื™ืจื˜ืข ืงื•ืจืก (31 ืžืื™ - 2 ื™ื•ื ื™)
ื“ื™ื–ื™ื™ื ื“ ืคึฟืึทืจ ืงื•ื‘ืขืจื ืขื˜ืขืก ืขื ื“ื–ืฉืึทื ื™ืจื– ืื•ืŸ ืึทืจืงืึทื˜ืขืงืฅ, ื•ื•ื™ ื’ืขื–ื•ื ื˜ ื•ื•ื™ ื’ืจืึทื“ื–ืฉืึทื•ื•ืึทืฅ ืคื•ืŸ ื™ืกื•ื“ ืงื•ืจืก.
ืžื™ืจ ืงืึทื ืคื™ื’ื™ืขืจ ื“ืขื ืงื ื•ื™ืœ ืึทื–ื•ื™ ืฆื• ืกื™ื™ืžืึทืœื˜ื™ื™ื ื™ืึทืกืœื™ ืงืึทื˜ืขืจ ื“ื™ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ ืคื•ืŸ ืงื ื•ื™ืœ ืงืึทืžืคึผืึธื•ื ืึทื ืฅ ืื•ืŸ ื“ื™ืคึผืœื•ื™ืžืึทื ื˜ ืฆื• ื“ืขื ืงื ื•ื™ืœ.

ืคึผืจื™ื™ึทื–: 60 ื˜ื•ื™ื–ื ื˜ (45 ื˜ื•ื™ื–ื ื˜ ืคึฟืึทืจ ืกืœื•ืจื-4 ืคึผืึทืจื˜ื™ืกืึทืคึผืึทื ืฅ)

ืคึผืจืึธื’ืจืึทื

ื˜ืขืžืข #1: ื“ืขืจ ืคึผืจืึธืฆืขืก ืคื•ืŸ ืงืจื™ื™ื™ื˜ื™ื ื’ ืึท ืคืึทื™ืœืึธื•ื•ืขืจ ืงื ื•ื™ืœ ืคึฟื•ืŸ ืื™ื ืขื•ื•ื™ื™ื ื™ืง
โ€ข ืืจื‘ืขื˜ืŸ ืžื™ื˜ Kubespray
โ€ข ื™ื™ึทื ืžืึธื ื˜ื™ืจื•ื ื’ ืคื•ืŸ ื ืึธืš ืงืึทืžืคึผืึธื•ื ืึทื ืฅ
โ€ข ืงื ื•ื™ืœ ื˜ืขืกื˜ื™ื ื’ ืื•ืŸ ื˜ืจืึธื•ื‘ืœืขืฉืึธืึธื˜ื™ื ื’
โ€ข ืคื™ืจ

ื˜ืขืžืข #2: ื“ืขืจืœื•ื™ื‘ืขื ื™ืฉ ืื™ืŸ ื“ืขื ืงื ื•ื™ืœ ื ื™ืฆืŸ ืึท ืคื•ื ื“ืจื•ื™ืกื ื“ื™ืง ืฉืคึผื™ื™ึทื–ืขืจ
โ€ข LDAP (Nginx + Python)
โ€ข OIDC (ื“ืขืงืก + ื’ืึทื ื’ื•ื•ื™ื™ึท)
โ€ข ืคื™ืจ

ื˜ืขืžืข #3: ื ืขืฅ ืคึผืึธืœื™ื˜ื™ืง
โ€ข ื”ืงื“ืžื” ืฆื• CNI
โ€ข ื ืขืฅ ื–ื™ื›ืขืจื”ื™ื™ึทื˜ ืคึผืึธืœื™ื˜ื™ืง
โ€ข ืคื™ืจ

ื˜ืขืžืข #4: ื–ื™ื›ืขืจ ืื•ืŸ ื”ืขื›ืกื˜ ื‘ื ื™ืžืฆื ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ืื™ืŸ ืึท ืงื ื•ื™ืœ
โ€ข ืคึผืึธื“ืกืขืงื•ืจื™ื˜ื™ ืคึผืึธืœื™ื˜ื™ืง
โ€ข ืคึผืึธื“ื“ื™ืกืจื•ืคึผื˜ื™ืึธืŸ ื‘ื•ื“ื–ืฉืขื˜

ื˜ืขืžืข #5: Kubernetes. ืœืึธืžื™ืจ ืงื•ืงืŸ ืื•ื ื˜ืขืจ ื“ื™ ืงืึทืคึผื˜ืขืจ
โ€ข ืงืึธื ื˜ืจืึธืœืœืขืจ ืกื˜ืจื•ืงื˜ื•ืจ
โ€ข ืึธืคึผืขืจื™ื™ื˜ืขืจื– ืื•ืŸ ืงืจื“ืก
โ€ข ืคื™ืจ

ื˜ืขืžืข #6: ืกื˜ืึทื˜ืขืคื•ืœ ืึทืคึผืœืึทืงื™ื™ืฉืึทื ื– ืื™ืŸ ืึท ืงื ื•ื™ืœ
โ€ข ืœืึธื ื˜ืฉื™ื ื’ ืึท ื“ืึทื˜ืึทื‘ื™ื™ืก ืงื ื•ื™ืœ ื ื™ืฆืŸ PostgreSQL ื•ื•ื™ ืึท ื‘ื™ื™ึทืฉืคึผื™ืœ
โ€ข ืœืึธื ื˜ืฉื™ื ื’ ืึท RabbitMQ ืงื ื•ื™ืœ
โ€ข ืคื™ืจ

ื˜ืขืžืข #7: ื‘ืขื›ืขืกืงืขื ืกืขืงืจืขืฅ
โ€ข ืึธื ืคื™ืจื•ื ื’ ืกื™ืงืจื™ืฅ ืื™ืŸ ืงื•ื‘ืขืจื ืขื˜ืขืก
โ€ข ื•ื•ืึธืœื˜

ื˜ืขืžืข #8: ื”ืึธืจื™ื–ืึธื ื˜ืึทืœ ืคึผืึธื“ ืึทื•ื˜ืึธืกืงืึทืœืขืจ
โ€ข ื˜ืขืืจื™ืข
โ€ข ืคื™ืจ

ื˜ืขืžืข #9: ื‘ืึทืงืงื•ืคึผ ืื•ืŸ ื•ืžื’ืœื™ืง ืึธืคึผื–ื•ืš
โ€ข ืงื ื•ื™ืœ ื‘ืึทืงืึทืคึผ ืื•ืŸ ืึธืคึผื–ื•ืš ื ื™ืฆืŸ Heptio Velero (ืึทืžืึธืœ ืึทืจืง) ืื•ืŸ ืขื˜ืง
โ€ข ืคื™ืจ

ื˜ืขืžืข #10: ืึทืคึผืคึผืœื™ืงืึทื˜ื™ืึธืŸ ื“ื™ืคึผืœื•ื™ืžืึทื ื˜
โ€ข ืœื™ื ื˜
โ€ข ื˜ืขืžืคึผืœืึทื˜ื™ื ื’ ืื•ืŸ ื“ื™ืคึผืœื•ื™ืžืึทื ื˜ ืžื›ืฉื™ืจื™ื
โ€ข ื“ื™ืคึผืœื•ื™ืžืึทื ื˜ ืกื˜ืจืึทื˜ืขื’ื™ืขืก

ื˜ืขืžืข ื ื•ืžืขืจ 11: ืคึผืจืึทืงื˜ื™ืฉ ืึทืจื‘ืขื˜
โ€ข ื‘ื™ืœื“ื™ื ื’ ืกื™ / ืกื™ ืคึฟืึทืจ ืึทืคึผืœืึทืงื™ื™ืฉืึทืŸ ื“ื™ืคึผืœื•ื™ืžืึทื ื˜
โ€ข ืงื ื•ื™ืœ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงืŸ

MegaSlurm ื•ื•ืขื‘ื–ื™ื™ื˜ืœ

ื“ืึธืงืขืจ, ืึทื ืกื™ื‘ืœืข ืื•ืŸ ืกืขืฃ

ืกืœื•ืจื: ืงื•ื‘ืขืจื ืขื˜ืขืก ืื™ื ื˜ืขื ืกื™ื•ื•ืข. ืคึผืจืึธื’ืจืึทื ืื•ืŸ ื‘ืึธื ื•ืกืขืก

ื’ืขืฉื™ื›ื˜ืข ืจื™ื™ึทื–ืข

ื“ืขืจ ืขืจืฉื˜ืขืจ ืกืœื•ืจื ืื™ื– ื’ืขื•ื•ืขืŸ ืึทืŸ ืขืงืกืคึผืขืจื™ืžืขื ื˜. ื“ื™ ืจืขื“ื ืขืจ ื”ืึธื‘ืŸ ืคึฟืึทืจืขื ื“ื™ืงื˜ ื–ื™ื™ืขืจืข ืคึผืจืขื–ืขื ื˜ืึทืฆื™ืขืก ืžืžืฉ ืื•ื™ืฃ ื“ืขืจ ื‘ื™ื ืข, ืื•ืŸ ืื™ื ืขื ืขื•ืœื ื–ืฒึทื ืขืŸ ื’ืขื–ืขืกืŸ ืึทื“ืžื™ื ื™ืกื˜ืจืึทื˜ืึธืจืŸ ืคึฟื•ืŸ ืึทื–ืึท ืžื“ืจื’ื”, ืึทื– ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืฆืฒึทื˜ ื–ื™ื™ ืคึฟืึทืจื‘ืขื˜ืŸ ืึทืœืก ืจืขื“ื ืขืจ.

ื“ืขืจ ืืžืชืขืจ ื’ืจื•ื ื˜ึพืงื•ืจืก ืื™ื– ืคึฟืึธืจื’ืขืงื•ืžืขืŸ ื‘ืฒึทื ืฆื•ื•ื™ื™ื˜ืŸ ืกืœื•ืจื: 80% ืคึฟื•ืŸ ื“ื™ ื‘ืึทื˜ื™ื™ืœื™ืงื˜ืข ื”ืึธื‘ืŸ ื’ืขื–ืขืŸ ืงื•ื‘ืขืจื ืขื˜ืขืก ืฆื•ื ืขืจืฉื˜ืŸ ืžืึธืœ, ืื•ืŸ ืึท ื“ืจื™ื˜ืœ ื”ืึธื˜ ืงื™ื™ื ืžืึธืœ ื ื™ืฉื˜ ื’ืขืึทืจื‘ืขื˜ ืžื™ื˜ ื“ืึธืงืขืจ.
ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืงืœืึธืจ ื•ื•ื™ ืฉื•ื•ืขืจ ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ ืคึฟืึทืจ ืžืขื ื˜ืฉืŸ ืฆื• ื”ืขืจืŸ ืฆื• ืึท ืœืขืงืฆื™ืข ืื•ื™ืฃ ื“ืึธืงืงืขืจ ืื™ืŸ ื“ืขืจ ืžืึธืจื’ืŸ ืื•ืŸ ืึทืจื‘ืขื˜ืŸ ืžื™ื˜ ืื™ื ืื™ืŸ ืงืึทืžื‘ืึทื˜ ืžืึธื“ืข ืื™ืŸ ื“ื™ ืึธื•ื•ื ื˜.
ืกืขืฃ ื”ืึธื˜ ื’ืขืคึฟื™ืจื˜ ืึท ืคึผืœืึทืฅ ืคื•ืŸ ืฉื•ื•ืขืจื™ืงื™ื™ื˜ืŸ. ื“ืขืจืฆื•, ืขืก ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ 20 ืžืขื ื˜ืฉืŸ ืื™ืŸ ื“ื™ ื•ื™ืœืขื ื•ื•ืึธืก ื‘ืืฉื˜ื™ืžื˜ ื“ืึทืจืคึฟืŸ ืฆื• ื“ืขืจืงืœืขืจืŸ ืกืขืฃ, ืื•ืŸ ื ืึธืš 60 ื•ื•ืึธืก ื”ืึธื‘ืŸ ื ื™ืฉื˜ ื“ืึทืจืคึฟืŸ ืกืขืฃ ืื™ืŸ ืึทืœืข.

ืคึฟืึทืจ ื“ื™ ื“ืจื™ื˜ ืกืœื•ืจื, ืžื™ืจ ืืจื™ื‘ืขืจื’ืขืคืืจืŸ Docker ืื•ืŸ Ansible ืื™ืŸ ื‘ืึทื–ื•ื ื“ืขืจ ื•ื•ืขื‘ื™ื ืึทืจืก, ืคืจื™ื™ ืžืขืจ ืฆื™ื™ื˜ ืคึฟืึทืจ Kubernetes. ื“ื™ ืœื™ื™ื–ื•ื ื’ ืื™ื– ื’ืขื•ื•ืขืŸ ืคึผืจืึทืงื˜ื™ืฉ ืื™ืŸ ืขืกืึทื ืก ืื•ืŸ ืึทื ื“ืขืจื“ื™ื•ื•ืขืœืึทืคึผื˜ ืื™ืŸ ื™ืžืคึผืœืึทืžืขื ื˜ื™ื™ืฉืึทืŸ: ื“ื™ ืœืขืงืฆื™ืข ืื™ื– ื’ืขื•ื•ืขืŸ ืึทื ื™ื ื˜ืจืึทืกื˜ื™ื ื’ ืคึฟืึทืจ ื™ืงืกืคึผื™ืจื™ืึทื ืกื˜ ื’ื™ื™ื–, ืื•ืŸ ื“ื™ ื“ื™ืกืงื•ืกื™ืข ืื™ื– ื’ืขื•ื•ืขืŸ ืึทื ื™ื ื˜ืจืึทืกื˜ื™ื ื’ ืคึฟืึทืจ ื‘ื™ื’ื™ื ืขืจื–.

ืคึฟืึทืจ ื“ื™ ืคืขืจื˜ ืกืœื•ืจื, ืžื™ืจ ื’ืขืžืื›ื˜ ืึธื ืœื™ื™ืŸ ืงืึธืจืกืึทื– ืื•ื™ืฃ ื“ืึธืงืขืจ, ืึทื ืกื™ื‘ืœืข ืื•ืŸ ืกืขืฃ. ื“ืขืจ ื’ืขื“ืึทื ืง ืื™ื– ืคึผืฉื•ื˜: ื“ื™ ื•ื•ืืก ื“ืึทืจืคึฟืŸ ืขืก ื•ื•ืขื˜ ื ืขืžืขืŸ ื“ืขื ืงื•ืจืก ื˜ืจื•ื™ืขืจื™ืงืœื™, ื“ื™ ื•ื•ืืก ื˜ืึธืŸ ื ื™ื˜ ื“ืึทืจืคึฟืŸ ืขืก ื•ื•ืขื˜ ืจื•ื™ืง ืื™ื’ื ืึธืจื™ืจืŸ ืขืก. ืื•ื™ื‘ ืžืฉืคื˜ืŸ ืœื•ื™ื˜ ื“ื™ ื’ืจื•ืคึผืข ืคื•ืŸ โ€‹โ€‹ื˜ืขืกื˜ืขืจืก, ื“ื™ ื“ืึธืงืงืขืจ ืงื•ืจืก ื ืขืžื˜ 6-8 ืฉืขื”. ืึทื ืกื™ื‘ืœืข ืื•ืŸ ืกืขืฃ ื”ืึธื‘ืŸ ื ื™ืฉื˜ ืงืœืึทืงื˜ ื ืึธืš.

ืึธืคึผืœื™ื™ืงืขื ื•ื ื’:

  • ื™ืงืกืคึผืขืจืžืขื ืึทืœ ืงื•ืจืก. ืขื˜ืœืขื›ืข ื“ื™ืกื™ื–ืฉืึทื ื– ื•ื•ืขื˜ ืžื™ืกื˜ืึธืžืข ื–ื™ื™ืŸ ื ื™ื˜ ื’ืขืจืึธื˜ืŸ.
  • ื“ื™ ืคึผืœืึทื˜ืคืึธืจืžืข (Stepik.org) ืื™ื– ื’ืจืึธื‘, ืื•ืŸ ืžื™ืจ ื”ืึธื‘ืŸ ื ื™ืฉื˜ ื’ืขืืจื‘ืขื˜ ืžื™ื˜ ืื™ื ืคืจื™ืขืจ. ืขืก ื•ื•ืขื˜ ืžื™ืกื˜ืึธืžืข ื–ื™ื™ืŸ ื‘ืึทืžืคึผืก ืื•ืŸ ืกื ืึทื’ื–.
  • ื“ืขืจ ืงื•ืจืก ืื™ื– ื˜ืขืกื˜ืขื“ ื‘ืœื•ื™ื– ืื•ื™ืฃ Southbridge ืขืžืคึผืœื•ื™ื™ื–. ืึทื•ื•ืึทื“ืข ืื™ืจ ื•ื•ืขื˜ ื”ืึธื‘ืŸ ืฆื• ืขื ื“ื™ืงืŸ ืขืคึผืขืก ื•ื•ื™ ืื™ืจ ื’ื™ื™ืŸ.

ืกืœื•ืจื: ืงื•ื‘ืขืจื ืขื˜ืขืก ืื™ื ื˜ืขื ืกื™ื•ื•ืข. ืคึผืจืึธื’ืจืึทื ืื•ืŸ ื‘ืึธื ื•ืกืขืก

ืคึผื•ื ืงื˜ ื“ืขื ืึทื ื“ืขืจืŸ ื˜ืึธื’ ืื™ืŸ ื“ื™ ืฉืžื•ืขืกืŸ ืคื•ืŸ ื“ืขืจ ืขืจืฉื˜ืขืจ ืกืœื•ืจื ื–ื™ื™ ื“ืขืจืžืื ื˜ ื•ื•ื™ ืงื™ืœ ืื•ืŸ ืฉืคึผืึทืก ืขืก ืื™ื– ื’ืขื•ื•ืขืŸ, ื˜ืจืึธืฅ ืึทืœืข ื“ื™ ืึธืจื’ืึทื ืึทื–ื™ื™ืฉืึทื ืึทืœ ื’ืจื•ื™ืœ. ื“ืขืจ ืขืจืฉื˜ืขืจ ืฆื• ื‘ืึทืงื•ืžืขืŸ ื“ื™ ืžืขืจืกื˜ ืœืขื‘ืขื“ื™ืง ื™ืžืคึผืจืขืกืกื™ืึธื ืก. ืœืึธืžื™ืจ ื–ืขืŸ ื•ื•ืึธืก ื›ืึทืคึผืึทื ื– ืžื™ื˜ ื“ื™ ืขืจืฉื˜ืขืจ ืกื˜ื•ื“ืขื ื˜ืŸ ืคื•ืŸ ืึธื ืœื™ื™ืŸ ืงืึธืจืกืึทื–. ๐Ÿ™‚

ืกืœื•ืจื: ืงื•ื‘ืขืจื ืขื˜ืขืก ืื™ื ื˜ืขื ืกื™ื•ื•ืข. ืคึผืจืึธื’ืจืึทื ืื•ืŸ ื‘ืึธื ื•ืกืขืก

ืžืงื•ืจ: www.habr.com

ืœื™ื™ื’ืŸ ืึท ื‘ืึทืžืขืจืงื•ื ื’