2020: ื˜ืจืขื ื“ืก ืื•ืŸ ืคืึธืจืงืึทืกืฅ

2020: ื˜ืจืขื ื“ืก ืื•ืŸ ืคืึธืจืงืึทืกืฅ

ื“ื™ ื ื™ื™ึท ื™ืึธืจ ื”ืื˜ ืื ื’ืขื”ื•ื™ื‘ืŸ - ืขืก ืก ืฆื™ื™ึทื˜ ืฆื• ืžืึทื›ืŸ ืคึผืœืึทื ื–. ื•ื•ืึธืก ืึทื•ื•ื™ื™ืฅ ืื•ื ื“ื– ื“ืขื ื™ืึธืจ? ืคึฟืึทืจ ื•ื•ืึธืก ื ื™ื™ึทืข ืคึผืจืึธื“ื•ืงื˜ืŸ ืื•ืŸ ืขื ื“ืขืจื•ื ื’ืขืŸ ื–ืึธืœ ืื™ืจ ื’ืจื™ื™ื˜ืŸ? ืžื™ืจ ื”ืึธื‘ืŸ ืฆื•ื ื•ื™ืคื’ืขืฉื˜ืขืœื˜ ืื•ื ื“ื–ืขืจ ืคืึธืจื•ื™ืกื–ืึธื’ืŸ ืคื•ืŸ ื“ื™ ื”ื•ื™ืคึผื˜ ื˜ืจืขื ื“ืก ืื•ืŸ ืžืกืชึผืžื ืขื ื“ืขืจื•ื ื’ืขืŸ ืื™ืŸ ื“ื™ IT ืกืขืงื˜ืึธืจ. ืื•ืŸ ืื™ืŸ ื“ื™ ืกื•ืฃ ืคื•ืŸ ื“ื™ ื™ืึธืจ ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ื˜ืฉื™ืงืึทื•ื•ืข ืฆื• ื’ืขื“ืขื ืงืขืŸ ืื•ืŸ ืคืึทืจื’ืœื™ื™ึทื›ืŸ ื“ื™ ื”ื™ื™ึทื ื˜ ืก ืขืงืกืคึผืขืงื˜ื™ื™ืฉืึทื ื– ืื•ืŸ ื“ืขืจื’ืจื™ื™ื›ื˜ ืคืืงื˜ืŸ.

ืึธื˜ืึทืžื™ื™ืฉืึทืŸ ืคื•ืŸ ืขื ื˜ืคืขืจ ืคึผืจืึทืกืขืกืึทื– ืฆื• ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ื–ื™ื›ืขืจื”ื™ื™ื˜ ื™ื ืกืึทื“ืึทื ืฅ

ืื™ืŸ 2020, ืžื™ืจ ื“ืขืจื•ื•ืึทืจื˜ืŸ ื•ื•ื™ื™ึทื˜ืขืจ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืคื•ืŸ ืึธื˜ืึทืžื™ื™ืฉืึทืŸ ืคื•ืŸ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ื–ื™ื›ืขืจื”ื™ื™ื˜ ืคึผืจืึทืกืขืกืึทื–. ืขืจืฉื˜ืขืจ ืคื•ืŸ ืึทืœืข, ืขืก ื•ื•ืขื˜ ื•ื•ื™ืจืงืŸ ื“ื™ ืคึผืจืึทืกืขืกืึทื– ืคื•ืŸ ืจื™ืกืคึผืึทื ื“ื™ื ื’ ืฆื• ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ื–ื™ื›ืขืจื”ื™ื™ื˜ ื™ื ืกืึทื“ืึทื ืฅ. ื“ืึธืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ืึท ืœืึทื“ื–ืฉื™ืงืึทืœ ืงืึทื ื˜ื™ื ื™ื•ื™ื™ืฉืึทืŸ ืคื•ืŸ ื“ืขื ื’ืึทื ื’ ืฆื• ืฉืึทืคึฟืŸ ืึท ื–ื™ื›ืขืจื”ื™ื™ื˜ ืึธืคึผืขืจืึทื˜ื™ืึธื ืก ืฆืขื ื˜ืขืจ (SOC). ืคื™ืœืข ืึธืจื’ืึทื ืึทื–ื™ื™ืฉืึทื ื– ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ื™ืžืคึผืœืึทืžืขื ืึทื“ ืกื™ืกื˜ืขืžืขืŸ ืคึฟืึทืจ ืงืึทืœืขืงื˜ื™ื ื’ ืื•ืŸ ืงืึธืจืึทืœื™ื™ื˜ื™ื ื’ ื’ืขืฉืขืขื ื™ืฉืŸ (ืกืขืงื•ืจื™ื˜ื™ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ืื•ืŸ ืขื•ื•ืขื ื˜ ืžืึทื ืึทื’ืขืžืขื ื˜ - SIEM), ื•ื•ืึธืก ืจืขืคึผืจืึทื–ืขื ืฅ ื“ื™ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ืงืึทืœ ื”ืึทืจืฅ ืคื•ืŸ ืึทื–ืึท ืกืขื ื˜ืขืจืก. ืื™ืฆื˜ ื“ื™ ืกื™ืกื˜ืขืžืขืŸ ืึธื ื”ื™ื™ื‘ืŸ ืฆื• ืงืจื™ื’ืŸ ื ืึธืš ืคืึทื ื’ืงืฉืึทื ืึทืœื™ื˜ื™.

ืคึฟืึทืจ ื‘ื™ื™ึทืฉืคึผื™ืœ, SOAR (Security Orchestration, Automation and Response) ืงืœืึทืก ืกืึทืœื•ืฉืึทื ื– ื–ืขื ืขืŸ ื’ืขื ื™ืฆื˜ ืฆื• ืึธื˜ืึทืžื™ื™ื˜ ื™ื ืกื™ื“ืขื ื˜ ืขื ื˜ืคืขืจ. ืžื™ื˜ ื–ื™ื™ืขืจ ืขื ื“-ืฆื•-ืกื•ืฃ ื™ื ืึทื’ืจื™ื™ืฉืึทืŸ ืžื™ื˜ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ื–ื™ื›ืขืจื”ื™ื™ื˜ ืกื™ืกื˜ืขืžืขืŸ, ื ืึธืจืžืึทืœ ืึทืคึผืขืจื™ื™ืฉืึทื ื– ื–ืขื ืขืŸ ืึทืงืกืขืœืขืจื™ื™ื˜ื™ื“ ืฆืขื ืคืึธื•ืœื“, ืœืžืฉืœ, ื•ืคึผืœืึธืึทื“ื™ื ื’ / ื“ืึทื•ื ืœืึธื•ื“ื™ื ื’ ืึท ืจืฉื™ืžื” ืคื•ืŸ ืงืึทืžืคึผืจืึทืžื™ื™ื–ื“ ืžื—ื ื•ืช ืฆื•ื•ื™ืฉืŸ ืคืึทืจืฉื™ื“ืขื ืข ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ื–ื™ื›ืขืจื”ื™ื™ื˜ ืกื™ืกื˜ืขืžืขืŸ.

ืคื•ืŸ ืงื•ืจืก, ืขืก ืื™ื– ืื•ืžืžืขื’ืœืขืš ืฆื• ืึธื˜ืึทืžื™ื™ื˜ ื“ื™ ื’ืื ืฆืข ืขื ื˜ืคืขืจ ืคึผืจืึธืฆืขืก ื‘ื™ื™ื“ืข ืคึฟื•ืŸ ืึท ื˜ืขื›ื ื™ืฉ ืคื•ื ื˜ ืคื•ืŸ ืžื™ื™ื ื•ื ื’ (ื ื™ื˜ ืึทืœืข ื–ื™ื›ืขืจื”ื™ื™ื˜ ืžื›ืฉื™ืจื™ื ื”ืึธื‘ืŸ ืึท ืคึผืึทืกื™ืง ืึทืคึผื™ ืคึฟืึทืจ ื“ืขื) ืื•ืŸ ืคึฟื•ืŸ ืึท ืžืขื˜ืึทื“ืึทืœืึทื“ื–ืฉื™ืงืึทืœ ืคื•ื ื˜ ืคื•ืŸ ืžื™ื™ื ื•ื ื’ (ืคื™ืœืข ืึทืคึผืขืจื™ื™ืฉืึทื ื– ื“ืึทืจืคืŸ ืคืึทืจื˜ืจืึทื›ื˜ ื‘ืึทื˜ืจืึทื›ื˜ื•ื ื’ ื“ื•ืจืš ืึทื ืึทืœื™ืก), ืึธื‘ืขืจ ืขื ื˜ืคืขืจ. ืึธื˜ืึทืžื™ื™ืฉืึทืŸ ืื™ื– ืึทืŸ ื•ืžื‘ืึทื“ื™ื ื’ื˜ ื’ืึทื ื’ ืื™ืŸ ืื™ื ืคึฟืึธืจืžืึทืฆื™ืข ื–ื™ื›ืขืจื”ื™ื™ื˜ ืื™ืŸ 2019-2020.

ืฉื•ืฅ ืคื•ืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืื•ืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืคื•ืŸ ื–ื™ื›ืขืจื”ื™ื™ื˜ ืžื›ืฉื™ืจื™ื ืคึฟืึทืจ ืงืึทื ื˜ื™ื™ื ืขืจื– ื™ื ื•ื•ื™ื™ืจืึทื ืžืึทื ืฅ

ื˜ืขื˜ืฉื ืึธืœืึธื’ื™ืขืก ืคึฟืึทืจ ืคึผืจืึทื˜ืขืงื˜ื™ื ื’ ืงืึทื ื˜ื™ื™ื ืขืจื– ื™ื ื•ื•ื™ื™ืจืึทื ืžืึทื ืฅ ื•ื•ืขื˜ ืคืึธืจื–ืขืฆืŸ ืฆื• ื’ืขื•ื•ื™ื ืขืŸ ืคึผืึธืคึผื•ืœืึทืจื™ื˜ืขื˜. ื“ืึธืก ืื™ื– ืจืขื›ื˜ ืฆื• ื“ืขื ืคืึทืงื˜ ืึทื– ืื™ืŸ ืคื™ืœืข ืึธืจื’ืึทื ืึทื–ื™ื™ืฉืึทื ื–, ื“ืขืจ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืคื•ืŸ ื“ืขืจ ืงืœื™ืขื ื˜ ืื™ื– ื“ื•ืจื›ื’ืขืงืึธื›ื˜ ืื•ื™ืฃ ืึท ืžื™ืงืจืึธืกืขืจื•ื•ื™ืก ืึทืจืงืึทื˜ืขืงื˜ืฉืขืจ, ื•ื•ืึธืก ืื™ื– ืงืขืกื™ื™ื“ืขืจ ื˜ืฉืึทื ื’ื™ื ื’ ืื•ืŸ ืจื™ืงื•ื•ื™ื™ืขืจื– ื“ื™ ื ื•ืฆืŸ ืคื•ืŸ ืึธื•ื•ื•ืขืจืœื™ื™ ืคึผืจืึทื˜ืขืงืฉืึทื ื– ื•ื•ืึธืก ืงืขื ืขืŸ ืึทืจื‘ืขื˜ืŸ ืื•ื™ืฃ ื“ืขืจ ืžื“ืจื’ื” ืคื•ืŸ ื“ื™ ืงืึทื ื˜ื™ื™ื ืขืจื– ืกื™ืกื˜ืขื. ืฆื•ื–ืึทืžืขืŸ ืžื™ื˜ ื“ื™ ื™ื ืงืจื™ืกื™ื ื’ืœื™ ืคืึธืœืงืก DevSecOps ืฆื•ื’ืึทื ื’, ืคื•ืœืฉื˜ืขื ื“ื™ืง ืฉื•ืฅ ืคื•ืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืื•ืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืžื›ืฉื™ืจื™ื ืื™ื– ืื™ื™ื ืขืจ ืคื•ืŸ ื“ื™ ื”ื•ื™ืคึผื˜ ื˜ืจืขื ื“ืก ืคื•ืŸ 2020.

ื’ืจื•ื™ืก ื“ืึทื˜ืึท

ืื™ื‘ืขืจ ื“ื™ ืœืขืฆื˜ืข ื‘ื™ืกืœ ื™ืึธืจืŸ, ื‘ื™ื’ ื“ืึทื˜ืึท ืื™ื– ื’ืขื•ื•ืขืŸ ืึท ืžืึธื“ืขืจืŸ ื˜ืขืžืข - ื“ื™ ื’ืื ืฆืข ื’ืขืฉืขืคื˜ ื”ืื˜ ื’ืขืงื•ืงื˜ ืื™ืŸ ื“ืขื ืจื™ื›ื˜ื•ื ื’, ื•ื™ืกืคืึธืจืฉืŸ ื“ื™ ืคึผืึทืกืึทื‘ื™ืœืึทื˜ื™ื– ืคื•ืŸ ื“ื™ ื˜ืขื›ื ืึธืœืึธื’ื™ืข. ื•ื•ื™ ืึท ืจืขื–ื•ืœื˜ืึทื˜, ืคึผืจืึทื“ื–ืฉืขืงืก ืื ื’ืขื”ื•ื™ื‘ืŸ ืฆื• ื™ื ืกื˜ืจื•ืžืขื ื˜ ื“ืึทื˜ืึท ืœืึทืงืขืก ื ื™ืฆืŸ ื‘ื™ื’ ื“ืึทื˜ืึท. ืึธื‘ืขืจ, ื“ื™ ืคึผืจืึทืงื˜ื™ืฉ ื‘ืขื ืขืคื™ืฅ ืคื•ืŸ ื“ืขื ืึธืคื˜ ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ื ื™ื“ืขืจื™ืงืขืจ ื•ื•ื™ ื“ืขืจื•ื•ืึทืจื˜. ื“ื™ ื“ืึทื˜ืŸ ื•ื•ืึธืก ื‘ืึทืงื•ืžืขืŸ ืื™ืŸ ื“ืขืจ ืึธื–ืขืจืข ื–ืขื ืขืŸ ืคื•ืŸ ื ืขื‘ืขืš ืงื•ื•ืึทืœื™ื˜ืขื˜, ืขืก ืื™ื– ืคืึทืœืฉ ืึธื“ืขืจ ืฉื˜ื™ืžืขืŸ ื ื™ืฉื˜ ืฆื• ื“ื™ ื˜ืึทืกืงืก ืคึฟืึทืจ ื•ื•ืึธืก ื“ืขืจ ืึธื–ืขืจืข ืื™ื– ื‘ืืฉืืคืŸ. ืื•ืŸ ืื™ืฆื˜, ืขื ื“ืœืขืš, ื“ื™ ืคึผืจืึธื‘ืœืขื ืื™ื– ื’ืขื•ื•ืืจืŸ ืงืœืึธืจ ืคึฟืึทืจ ื“ื™ ืึทืœื’ืขืžื™ื™ื ืข ืฆื™ื‘ื•ืจ.

ืžื™ืจ ืงืขื ืขืŸ ื–ืึธื’ืŸ ืึทื– 2020 ื•ื•ืขื˜ ื–ื™ื™ืŸ ื“ื™ ื™ืึธืจ ืคื•ืŸ ื“ืขื ืงืึทืžืฃ ืคึฟืึทืจ ื“ื™ ืจื™ื™ื ืงื™ื™ึทื˜ ืื•ืŸ ืงื•ื•ืึทืœื™ื˜ืขื˜ ืคื•ืŸ ื“ืึทื˜ืŸ ืžื™ื˜ ื“ื™ ื”ื™ืœืฃ ืคื•ืŸ IT ืžื›ืฉื™ืจื™ื ืื•ืŸ ืึธืจื’ืึทื ืึทื–ื™ื™ืฉืึทื ืึทืœ ืžื™ื˜ืœืขืŸ. ืื™ืŸ ื“ืขืจ ื–ืขืœื‘ื™ืงืขืจ ืฆื™ื™ื˜, ื“ื™ ืคืึทืจื ืขื ืคื•ืŸ ื‘ื™ื’ ื“ืึทื˜ืึท ื•ื•ืขื˜ ืคืึธืจื–ืขืฆืŸ ืฆื• ืึทื ื˜ื•ื•ื™ืงืœืขืŸ, ืื•ืŸ ื“ื™ ืฉื˜ืขืœื•ื ื’ ืฆื• ื˜ืขื›ื ืึธืœืึธื’ื™ืข ื•ื•ืขื˜ ื•ื•ืขืจืŸ ืžืขืจ ืคึผืจืึทืงื˜ื™ืฉ. ืขืก ื•ื•ืขื˜ ื–ื™ื™ืŸ ื™ืžืคึผืœืึทืžืขื ืึทื“ ืื•ืŸ ื“ืขื•ื•ืขืœืึธืคึผืขื“ ืฆื• ืกืึธืœื•ื•ืข ืกืคึผืขืฆื™ืคื™ืฉ ืคึผืจืึธื‘ืœืขืžืก, ืื•ืŸ ื ื™ืฉื˜ ื•ื•ื™ื™ึทืœ ืขืก ืื™ื– ืžืึธื“ืขืจืŸ.

2020: ื˜ืจืขื ื“ืก ืื•ืŸ ืคืึธืจืงืึทืกืฅ

ืงื•ื ื” ื™ื ื˜ืขืจืึทืงืฉืึทืŸ ืื™ืŸ ืœืึทื›ืึธื“ื™ืž

ืื•ื™ื‘ ืื™ืŸ 2019 ืจืขื˜ืึทื™ืœ ื’ืขืืจื‘ืขื˜ ืื•ื™ืฃ ืึธืžื ื™ื˜ืฉืึทื ื ืขืœ - ื™ื ื˜ืขืจืึทืงื˜ื™ื ื’ ืžื™ื˜ ื“ืขื ืงืœื™ืขื ื˜ ื“ื•ืจืš ืคืึทืจืฉื™ื“ืขื ืข ื˜ืฉืึทื ืึทืœื–, ืžืื›ืŸ ืื™ื ื›ืึทืคึผื™ืขืจ ืื•ืŸ ื–ื™ืš ืจื™ื˜ืฉืขืจ, ืื™ืฆื˜ ื“ืขื ืกืขืงื˜ืึธืจ ืื™ื– ืึทื™ืžืขื“ ืฆื• ื‘ื•ื™ืขืŸ ืึท ืœืึทื ื’-ื˜ืขืจืžื™ืŸ ืกื˜ืจืึทื˜ืขื’ื™ืข ืคึฟืึทืจ ืึธื ืคื™ืจื•ื ื’ ืงื•ื ื” ื“ืขืจืคืึทืจื•ื ื’ (CX, Customer Experience).

ื“ื™ ืื™ื ื“ื•ืกื˜ืจื™ืข ื”ืื˜ ืจื™ืคืึธื•ืงื™ืกื˜ ืื•ื™ืฃ ื“ืขืจื’ื™ื™ื•ื ื’ ื’ืึทืคึผืก ืฆื•ื•ื™ืฉืŸ ื“ื™ ืคึผืจืึธื“ื•ืงื˜ืŸ / ื‘ืึทื“ื™ื ื•ื ื’ืก ื’ืขืคึฟื™ื ื˜ ืื•ืŸ ื“ื™ ืคืึทืงื˜ื™ืฉ ื‘ืื“ืขืจืคืขื ื™ืฉืŸ ืคื•ืŸ ืงืึทืกื˜ืึทืžืขืจื–. ืงืึธืžืคึผืึทื ื™ืขืก ื–ืขื ืขืŸ ื’ืจื™ื™ื˜ ืฆื• ืึทื ื˜ื•ื•ื™ืงืœืขืŸ ืกืขืจื•ื•ื™ืกืขืก ืื•ืŸ ืงืึธืžื•ื ื™ืงืึทืฆื™ืข ื˜ืฉืึทื ืึทืœื– ื•ื•ืึธืก ื–ืขื ืขืŸ ืคืจื™ืขืจ ื•ืžื’ืขื•ื•ื™ื™ื ื˜ืœืขืš ืคึฟืึทืจ ืœืึทื›ืึธื“ื™ืž, ื•ื•ืึธืก ืคื™ืจื˜ ืฆื• ืึทืคึผื˜ืึทืžืึทื–ื™ื™ืฉืึทืŸ ืคื•ืŸ ื“ื™ ืงื•ื ื” ืžื™ ืื™ื ื“ืขืงืก (CES, Customer Effort Score), ืื•ืŸ ืื™ืŸ ื“ื™ ืœืึทื ื’ ื˜ืขืจืžื™ืŸ - ืฆื• ืึท ืงื•ื•ืึทืœื™ื˜ืึทื˜ื™ื•ื•ืข ืขื ื“ืขืจื•ื ื’ ืื™ืŸ ื“ื™ ืื™ื ื“ื•ืกื˜ืจื™ืข ืื•ืŸ ืึท ืคืึทืจื’ืจืขืกืขืจืŸ ืื™ืŸ ืงื•ื ื” LTV.

ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’

ื“ื™ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืคื•ืŸ ืงืึทื ื˜ื™ื™ื ืขืจื– ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ืื•ืŸ ืžื™ืงืจืึธ ื‘ืึทื“ื™ื ื•ื ื’ืก ื”ืืœื˜. ืื•ื™ื‘ ืื™ืŸ ืคืจื™ืขืจื“ื™ืงืข ื™ืึธืจืŸ ืขืก ื–ืขื ืขืŸ ื’ืขื•ื•ืขืŸ ื‘ืœื•ื™ื– ืืคื’ืขื–ื•ื ื“ืขืจื˜ ืคึผืจืึทื“ื–ืฉืขืงืก ื ื™ืฆืŸ ื“ื™ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื–, ื›ืึธื˜ืฉ ื’ืึทื ืฅ ื”ื•ื™ืš-ืคึผืจืึธืคื™ืœ ืึธื ืขืก, ื“ืึธืก ื™ืึธืจ ืขืก ื•ื•ืขื˜ ื•ื•ืขืจืŸ ืžื™ื™ื ืกื˜ืจื™ื.

ื•ื•ืขืŸ ืขืก ืงื•ืžื˜ ืฆื• ื”ื•ื™ืš-ืžืึทืกืข, ื’ืขืฉืขืคื˜-ืงืจื™ื˜ื™ืฉ ืกื™ืกื˜ืขืžืขืŸ, ื“ื™ ืคืื“ืขืจื•ื ื’ืขืŸ ืคึฟืึทืจ ื–ื™ื›ืขืจื”ื™ื™ื˜, ืจื™ืœื™ื™ืึทื‘ื™ืœืึทื˜ื™, ืึทืคึผืขืจื™ื™ืฉืึทื ื–, ื‘ื™ื™ื’ื™ืงื™ื™ื˜ ืฆื• ื˜ื•ื™ืฉืŸ ืื•ืŸ ื’ื™ื›ืงื™ื™ึทื˜ ืฆื• ืžืึทืจืง ืคึฟืึทืจ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื•ื ื’ืขืŸ ื•ื•ืขื˜ ื™ื ืงืจื™ืกื™ื ื’ืœื™ ื“ืึทืจืคืŸ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’, ืึทืคึผืขืจื™ื™ืฉืึทื ื–, ื–ื™ื›ืขืจื”ื™ื™ื˜, ื’ืขืฉืขืคื˜ ืื•ืŸ QA ืฆื• ืึทืจื‘ืขื˜ืŸ ื“ื•ืจืš ืึท ืื™ื™ืŸ. ืžืึทื ืฉืึทืคึฟื˜ ืื•ืŸ ืื™ืŸ ืึท ืื™ื™ืŸ DevSecOps ืœืึธื’ื™ืง.

ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ

ื“ื™ ืžืึทืกืข ืึทื“ืึทืคึผืฉืึทืŸ ืคื•ืŸ ืžืึทืฉื™ืŸ ืœืขืจื ืขืŸ ืื™ื– ืžืขืจืกื˜ ืึธืคื˜ ื›ืึทืžืคึผืขืจื“ ื“ื•ืจืš ืึธืจื’ืึทื ืึทื–ื™ื™ืฉืึทื ืึทืœ ืžื™ื˜ืœืขืŸ ื•ื•ืึธืก ื‘ืึทื’ืœื™ื™ื˜ืŸ ื“ื™ ื™ืžืคึผืœืึทืžืขื ื˜ื™ื™ืฉืึทืŸ ืคึผืจืึธืฆืขืก. ื“ืึธืก ืื™ื– ื•ื•ื• ื“ื™ ื”ื•ื™ืคึผื˜ ืขื ื“ืขืจื•ื ื’ืขืŸ ื•ื•ืขืœืŸ ืคึผืึทืกื™ืจืŸ.

ื“ืขืจ ืฉืœื™ืกืœ ื˜ืขื›ื ืึธืœืึธื’ื™ืข ืึทืจื•ื™ืกืจื•ืคืŸ ืื™ื– ื’ืขืฉื•ื•ื™ื ื“ ืึทื“ืึทืคึผื˜ื™ื ื’ ืฆื• ื˜ืฉืึทื ื’ื™ื ื’ ื“ืึทื˜ืŸ. ื•ื•ื™ ืฆื• ืึทืจื‘ืขื˜ืŸ ืžื™ื˜ ืึท ืžืึธื“ืขืœ ื•ื•ืขืŸ ื”ื™ืกื˜ืืจื™ืฉืข ื“ืึทื˜ืŸ ื–ืขื ืขืŸ ืคืึทืจืขืœื˜ืขืจื˜ ืึธื“ืขืจ ืึท ื ื™ื™ึทืข ื“ืึทื˜ืŸ ื˜ื™ืคึผ ืื™ื– ืืจื•ื™ืก? ืœืืžื™ืจ ื–ืื’ืŸ ืื– ื ื ื™ื™ืข ืžืืฉื™ืŸ ืžื™ื˜ ื ื™ื™ืข ืกืขื ืกืืจืก ืื™ื– ืื ื’ืขืงื•ืžืขืŸ ืฆื• ื“ืขืจ ืคืื‘ืจื™ืง, ืจื™ื˜ืขื™ืœ ื”ืื˜ ืฆื•ื’ืขืœื™ื™ื’ื˜ ื ื ื™ื™ืข ืคืจืื“ื•ืงื˜ ืงืื˜ืขื’ืืจื™ืข, ืืื–"ื• ื•. ื“ืขืจื™ื‘ืขืจ, ืึท ืคึผืœืึทืฅ ืคื•ืŸ ืžื™ ื•ื•ืขื˜ ื–ื™ื™ืŸ ืฉื˜ืขืœืŸ ืื™ืŸ ืคืึธืจืฉื•ื ื’ ืึทืจื‘ืขื˜ ืื™ืŸ ื“ื™ ืคืขืœื“ ืคื•ืŸ AutoML ืื•ืŸ ืืจื‘ืขื˜ืŸ ืžื™ื˜ ืกื™ื ื˜ืขื˜ื™ืฉ ื“ืึทื˜ืŸ.

ืกืžืึทืจื˜ืกืึธื•ืจืกื™ื ื’

ืคึฟืึทืจ ืขื˜ืœืขื›ืข ื™ืึธืจืŸ ืื™ืฆื˜, ืคื™ืœืข ื’ืจื•ื™ืก ืึธืจื’ืึทื ืึทื–ื™ื™ืฉืึทื ื– ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ืžืึธื•ื•ื™ื ื’ ืฆื• ื“ืขื•ื•ืขืœืึธืคึผื™ื ื’ ืกืึทืœื•ืฉืึทื ื– ื™ื ื“ื™ืคึผืขื ื“ืึทื ื˜ืœื™, ืขื ื’ื™ื™ื“ื–ืฉื™ื ื’ ืงืึธื ื˜ืจืึทืงื˜ืึธืจืก ื‘ืœื•ื™ื– ืื™ืŸ ื“ื™ ืคืจื™ื™ืžื•ื•ืขืจืง ืคื•ืŸ ืžืึทื ืฉืึทืคึฟื˜ ื™ืงืกื˜ืขื ืฉืึทื ื– ืื•ืŸ ืงืœื•ื’ ืกืึธืจืกื™ื ื’. ื“ืขืจ ืฆื•ื’ืึทื ื’, ืื™ืŸ ืึทื“ื™ืฉืึทืŸ ืฆื• ื‘ืึทื•ื•ื•ืกื˜ ืกื˜ืจืขื ื’ืงื˜ืก, ืื•ื™ืš ื”ืื˜ ื“ื™ืกืึทื“ื•ื•ืึทื ื˜ื™ื“ื–ืฉื™ื–: ื“ืขืจ ืงืึธื ื˜ืจืึทืงื˜ืึธืจ ืื™ื– ืคืึทืจืึทื ื˜ื•ื•ืึธืจื˜ืœืขืš ื‘ืœื•ื™ื– ืคึฟืึทืจ ื“ื™ ืงื•ื•ืึทืœื™ื˜ืขื˜ ืคื•ืŸ ืกืคึผืขืฉืึทืœืึทืกืฅ ื‘ืึทืฆืึธืœื˜ ืื™ืŸ ื“ื™ T&M ืœืึธื’ื™ืง, ืื•ืŸ ืื•ื™ืฃ ื“ื™ ืึธืจื’ืึทื ืึทื–ื™ื™ืฉืึทื ืึทืœ ื–ื™ื™ึทื˜, ื“ื™ ืคืึทืจื•ื•ืึทืœื˜ื•ื ื’ ื˜ื™ื™ืœ ืคื•ืŸ ื“ื™ ืžืึทื ืฉืึทืคึฟื˜ ืงืขืŸ ื–ื™ื™ืŸ ื“ื™ืกื˜ืจืึทืงื˜ืึทื“ ื“ื•ืจืš ืื ื“ืขืจืข ื˜ืึทืกืงืก ืื•ืŸ ืคืขืœืŸ ืขื˜ืœืขื›ืข ืคื•ืŸ โ€‹โ€‹ื“ื™ ืงืึทืžืคึผืึทื˜ื™ื ืกื™ื–. ื“ืึธืก ืจืึทื“ื•ืกืึทื– ื“ื™ ื™ืคืขืงื˜ื™ื•ื•ื ืึทืก ืคื•ืŸ ืคึผืจืึทื“ื–ืฉืขืงืก ืื•ืŸ ื‘ืœืขืจื– ืคึฟืึทืจืึทื ื˜ื•ื•ืึธืจื˜ืœืขื›ืงื™ื™ื˜ ืคึฟืึทืจ ืจืขื–ื•ืœื˜ืึทื˜ืŸ. ืื™ืฆื˜ ืึทื– ื“ื™ ืคืจืื‘ืœืขืžืขืŸ ื”ืึธื‘ืŸ ื•ื•ืขืจืŸ ืงืขื ื˜ื™ืง, ื“ืขื ื’ืขื’ื ื˜ ืื™ื– ื•ื•ืขื’ืŸ ืฆื• ืึทื ื“ืขืจื’ืึธื• ืึท ื˜ืจืึทื ืกืคืึธืจืžืึทืฆื™ืข. ื‘ื™ืกืœืขื›ื•ื•ื™ื™ึทื–, ื˜ื™ืžื– ืคื•ืŸ ืงืึธื ื˜ืจืึทืงื˜ืึธืจืก ื•ื•ืขื˜ ื˜ื™ื™ืœืŸ ื‘ื™ื™ึท ืžื™ื ื“ืกื˜ืขืจ ื˜ื™ื™ืœ ืคื•ืŸ ื“ื™ ืคึฟืึทืจืึทื ื˜ื•ื•ืึธืจื˜ืœืขื›ืงื™ื™ื˜ ืคึฟืึทืจ ื“ื™ ืœืขืฆื˜ ืจืขื–ื•ืœื˜ืึทื˜ืŸ ืคื•ืŸ ืคึผืจืึทื“ื–ืฉืขืงืก ืื•ืŸ ื•ื•ืขืจืŸ ืžืขืจ ื™ื ื•ื•ืึทืœื•ื•ื“ ืื™ืŸ ื“ื™ ื’ืขืฉืขืคื˜ ืคึผืจืึทืกืขืกืึทื– ืคื•ืŸ ื“ืขืจ ืึธืจื’ืึทื ื™ื–ืึทืฆื™ืข.

5G

ื“ื™ ื’ืื ืฆืข ื•ื•ืขืœื˜ ืื™ื– ื•ื•ืืจื˜ืŸ ืคึฟืึทืจ ื“ื™ ื’ืœืื‘ืืœืข ืงืึทื˜ืขืจ ืคื•ืŸ ืคื™ื ืคื˜ ื“ื•ืจ ื ืขื˜ื•ื•ืึธืจืงืก. ื–ื™ื™ ื•ื•ืขืœืŸ ืฆื•ืฉื˜ืขืœืŸ ื”ื•ื™ืš ืกืคึผื™ื“ื– - ืึทืจื•ื™ืฃ ืฆื• ื˜ืขื ืก ืคื•ืŸ ื’ื‘ื™ื˜ / s - ืื•ืŸ ืžื™ื ื™ืžืึทืœ ืกื™ื’ื ืึทืœ ื˜ืจืึทื ืกืžื™ืกื™ืข ืคืึทืจื”ืึทืœื˜ืŸ, ืื•ืŸ ื•ื•ืขื˜ ืื•ื™ืš ืฉื˜ื•ืคึผืŸ ื“ื™ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืคื•ืŸ IoT ืื•ืŸ ืžืึทืฉื™ืŸ-ืฆื•-ืžืึทืฉื™ืŸ ืงืึธืžื•ื ื™ืงืึทืฆื™ืข ืื™ืŸ ืึทืœืข ื–ื™ื™ึทืŸ ืžืึทื ืึทืคืขืกื˜ื™ื™ืฉืึทื ื–.

ืื™ืŸ ืจื•ืกื™ืฉืข ืฉื˜ืขื˜ ืžื™ื˜ ืึท ื‘ืึทืคืขืœืงืขืจื•ื ื’ ืคื•ืŸ ืื™ื‘ืขืจ ืึท ืžื™ืœื™ืึธืŸ, ื“ื™ ื ื™ื™ึทืข ืกืขืœื™ืึทืœืขืจ ืงืึธืžื•ื ื™ืงืึทืฆื™ืข ืกื˜ืึทื ื“ืึทืจื˜ ืื™ื– ืคึผืœืึทื ื ืขื“ ืฆื• ื–ื™ื™ืŸ ืœืึธื ื˜ืฉื˜ ืื™ืŸ 2020. ืœื•ื™ื˜ ื“ืขืจ ืžื™ื ื™ืกื˜ืขืจื™ื•ื ืคื•ืŸ ื˜ืขืœืขืงืึธื ืื•ืŸ ืžืึทืกืข ืงืึธืžื•ื ื™ืงืึทืฆื™ืข, ืœืคึผื—ื•ืช ืึทื›ื˜ ืจื•ืกื™ืฉืข ืฉื˜ืขื˜ ื•ื•ืขื˜ ื–ื™ื™ืŸ ื‘ืื“ืขืงื˜. 9 ืคึผื™ืœืึธื˜ 5G ืฉื˜ื™ืฆืŸ ื–ืึธื ืขืก ื”ืึธื‘ืŸ ืฉื•ื™ืŸ ืœืึธื ื˜ืฉื˜ ืื™ืŸ ืžืึธืกืงื•ื•ืข.

ื“ื•ืจืš ื“ืขื ื•ื•ืขื’, ื“ื™ ืขืจืฉื˜ืขืจ ื’ืขืจืึธื˜ืŸ ืงืึทืกืขืก ืคื•ืŸ ื ื™ืฆืŸ ื“ื™ ื˜ืขื›ื ืึธืœืึธื’ื™ืข ื–ืขื ืขืŸ ืฆื•ืจื™ืง ืื™ืŸ 2018, ื•ื•ืขืŸ MegaFon ืื•ืŸ Huawei ื“ืขืžืึทื ืกื˜ืจื™ื™ื˜ื™ื“ ื•ื•ื™ื™ึทื˜ ืึทืœื˜ืจืึทืกืึทื•ื ื“ ืื•ืŸ ื’ืขื ืขื˜ื™ืง ืกื™ืงื•ื•ืึทื ืกื™ื ื’ ื˜ืขื›ื ืึธืœืึธื’ื™ืข ืื™ืŸ 5G ื ืขื˜ื•ื•ืึธืจืงืก. ืื•ืŸ ืื™ืŸ 2019, ื“ืขืจ ืขืจืฉื˜ืขืจ 5G eSports ื˜ื•ืจื ืึทืžืึทื ื˜ ืื™ื– ืคืืจื’ืขืงื•ืžืขืŸ - ืื•ืŸ ื‘ื™ื– ืื™ืฆื˜ ื“ืึธืก ืื™ื– ื“ืขืจ ื‘ืœื•ื™ื– ืคึผื™ืœืึธื˜ ืคึผืจื•ื™ืขืงื˜ ืžื™ื˜ ื“ื™ ืคืึทืงื˜ื™ืฉ ื ื•ืฆืŸ ืคื•ืŸ 5G ืื•ืŸ ืงืœืึธื•ื“ ื’ื™ื™ืžื™ื ื’ ื˜ืขืงื ืึทืœืึทื“ื–ืฉื™ื– ืื™ืŸ ื“ื™ ืคืขืœื“ ืคื•ืŸ ื“ื™ื’ื™ื˜ืึทืœ ืคืึทืจื•ื•ื™ื™ึทืœื•ื ื’. ื“ื™ ื’ืขืฉืขืขื ื™ืฉ ืื™ื– ืคืืจื’ืขืงื•ืžืขืŸ ื•ื•ื™ ืึท ื˜ื™ื™ืœ ืคื•ืŸ ื“ื™ ื‘ืจืึธื“ืงืึทืกื˜ ืคื•ืŸ ื“ื™ Dota2 ืกื•ืคึผืขืจ ื˜ื•ืจื ืึทืžืึทื ื˜ ื“ื™ ื™ื ื˜ืขืจื ืึทื˜ื™ืึธื ืึทืœ 2019.

2020: ื˜ืจืขื ื“ืก ืื•ืŸ ืคืึธืจืงืึทืกืฅ

ื•ื•ื™-ืคื™ ืงืกื ื•ืžืงืก

ื“ื™ ื ื™ื™ึทืข Wi-Fi 6 ื ืึธืจืžืึทืœ ื™ื ืงืจื™ืกื™ื– ื“ื™ ืงืฉืจ ื’ืขื“ื™ื›ื˜ืงื™ื™ึทื˜ ื‘ืื˜ื™ื™ื˜ื™ืง, ื•ื•ืึธืก ืžื™ื˜ืœ ืึทื– ื™ืขื“ืขืจ ืึทืงืกืขืก ืคื•ื ื˜ ื•ื•ืขื˜ ืงืขื ืขืŸ ืฆื• ืฉื˜ื™ืฆืŸ ืžืขืจ ืื‘ืื ืขื ื˜ืŸ. ื“ืึธืก ืื™ื– ืกืคึผืขืฆื™ืขืœ ื•ื•ื™ื›ื˜ื™ืง ืคึฟืึทืจ ืึธืจื’ืึทื ื™ื™ื–ื™ื ื’ ื•ื•ื™ื™ืจืœื™ืก ืึทืงืกืขืก ืื™ืŸ ื’ืจื•ื™ืก ืฉืึทืคึผื™ื ื’ ืกืขื ื˜ืขืจืก, ืขืจืคึผืึธืจืฅ ืื•ืŸ ืฉื˜ืขื˜ ืื™ืŸ ืึทืœื’ืขืžื™ื™ืŸ. ืึธื‘ืขืจ, ืื™ืŸ ืจื•ืกืœืึทื ื“, ื“ื™ ืคืึธื“ืขืจื•ื ื’ ืคึฟืึทืจ Wi-Fi 6 ื•ื•ืขื˜ ืคืึธืจืขื ืžืขืจ ืกืœืึธื•ืœื™ ื•ื•ื™ ืื™ืŸ ืื•ื™ืกืœืื ื“, ื•ื•ื™ื™ึทืœ ืกืึทืœื•ืฉืึทื ื– ื‘ืื–ื™ืจื˜ ืื•ื™ืฃ Wi-Fi 6 ื–ืขื ืขืŸ ืคึผืจื™ื“ืึทืžืึทื ืึทื ื˜ืœื™ ื“ื™ื–ื™ื™ื ื“ ื“ื•ืจืš ืคืจืขืžื“ ื•ื•ืขื ื“ืึธืจืก ืžื™ื˜ ืึท ืœืึทื ื’ ืคึผืœืึทื ื™ืจื•ื ื’ ื”ืึธืจื™ื–ืึธื ื˜. ื ืžืขื’ืœืขืš ืฉื˜ืขืจื•ื ื’ ืคึฟืึทืจ ื“ื™ ื™ืžืคึผืœืึทืžืขื ื˜ื™ื™ืฉืึทืŸ ืคื•ืŸ ื“ื™ ื ื™ื™ึทืข ื ืึธืจืžืึทืœ ืื™ื– ื“ื™ ืคืขืœืŸ ืคื•ืŸ ืงืœืึธืจ ื•ื•ื™ ื“ืขืจ ื˜ืึธื’ ื‘ืขื ืขืคื™ืฅ ืคึฟืึทืจ ืžืขื ื˜ืฉืŸ ืื•ืŸ ืขื˜ืœืขื›ืข ื’ืขืฉืขืคื˜ ืกืขื’ืžืึทื ืฅ. ืึธื‘ืขืจ, Wi-Fi 6 ืื™ื– ื™ื ื“ื™ืกืคึผืขื ืกืึทื‘ืึทืœ ื•ื•ืขืŸ ื™ืžืคึผืœืึทืžืขื ื™ื ื’ ืกืžืึทืจื˜ ืกื™ื˜ื™ ืื•ืŸ IIoT ืงืึทื ืกืขืคึผืก. ื“ืขืจ ืžืึทืžืึธืฉืขืกื“ื™ืง ืจืขื–ื•ืœื˜ืึทื˜ ืคื•ืŸ ื“ื™ ื™ื‘ืขืจื’ืึทื ื’ ืฆื• ื“ื™ ื ื™ื™ึทืข ื ืึธืจืžืึทืœ ื•ื•ืขื˜ ื–ื™ื™ืŸ ื‘ืืžืขืจืงื˜ ื‘ืœื•ื™ื– ืื•ื™ื‘ ืึทืœืข ื ืขืฅ ื“ืขื•ื•ื™ืกืขืก ืฉื˜ื™ืฆืŸ Wi-Fi 6 - ืžื™ืจ ื“ืขืจื•ื•ืึทืจื˜ืŸ ื“ื™ ืึทื ื˜ื•ื•ื™ืงืœื•ื ื’ ืคื•ืŸ ื“ืขื ืคึผืจืึธืฆืขืก ืื™ืŸ 2020.

ื™ื ืคืจืึทืกื˜ืจืึทืงื˜ืฉืขืจ ื•ื•ื™ ืงืึธื“

"ืื™ื ืคึฟืจืึทืกื˜ืจื•ืงื˜ื•ืจ ื•ื•ื™ ืงืึธื“," ืžืึทื ื˜ืฉืžืึธืœ ื‘ืึทืฆื™ื™ื›ื ื˜ ื•ื•ื™ "ืคึผืจืึธื’ืจืึทืžื™ืจื‘ืึทืจืข ืื™ื ืคึฟืจืึทืกื˜ืจื•ืงื˜ื•ืจ," ืื™ื– ืึท ืžืึธื“ืขืœ ื•ื•ืึธืก ืคึฟืึทืจื’ืœื™ื™ื›ื˜ ื“ืขื ืคึผืจืึธืฆืขืก ืคึฟื•ืŸ ืื•ื™ืคึฟืฉื˜ืขืœืŸ ืื™ื ืคึฟืจืึทืกื˜ืจื•ืงื˜ื•ืจ ืžื™ื˜ืŸ ืคึผืจืึธืฆืขืก ืคึฟื•ืŸ ืคึผืจืึธื’ืจืึทืžื™ืจืŸ ื•ื•ื™ื™ื›ื•ื•ืืจื’. ืื™ืŸ ืขื™ืงืจ, ื”ืึธื˜ ืขืก ืึธื ื’ืขื”ื•ื™ื‘ืŸ ืฆื• ื‘ืึทื–ืฒึทื˜ื™ืงืŸ ื“ื™ ื’ืจืขื ืขืฆืŸ ืฆื•ื•ื™ืฉืŸ ืฉืจืฒึทื‘ืŸ ืึทืคึผืœื™ืงืึทืฆื™ืขืก ืื•ืŸ ืฉืึทืคึฟืŸ ืกื‘ื™ื‘ื•ืช ืคึฟืึทืจ ื™ืขื ืข ืึทืคึผืœื™ืงืึทืฆื™ืขืก. ืึทืคึผืœื™ืงืึทืฆื™ืขืก ืงืขื ืขืŸ ืึทื ื˜ื”ืึทืœื˜ืŸ ืกืงืจื™ืคึผื˜ืŸ ื•ื•ืึธืก ืฉืึทืคึฟืŸ ื–ื™ื™ืขืจืข ืื™ื™ื’ืขื ืข. ื•ื•ื™ืจื˜ื•ืึทืœ ืžืึทืฉื™ืŸ ืื•ืŸ ื–ื™ื™ ืคื™ืจืŸ. ื“ืึธืก ืื™ื– ื“ื™ ื™ืกื•ื“ ืคื•ืŸ ื•ื•ืึธืœืงืŸ ืงืึธืžืคึผื™ื•ื˜ื™ื ื’ ืื•ืŸ ืึทืŸ ืื™ื ื˜ืขื’ืจืึทืœืขืจ ื˜ื™ื™ืœ ืคื•ืŸ ื“ืขื•ื•ืึธืคึผืก.

ื™ื ืคืจืึทืกื˜ืจืึทืงื˜ืฉืขืจ ื•ื•ื™ ืงืึธื“ ืึทืœืึทื•ื– ืื™ืจ ืฆื• ืคื™ืจืŸ ื•ื•ื™ืจื˜ื•ืึทืœ ืžืืฉื™ื ืขืŸ ืื•ื™ืฃ ื“ื™ ื•ื•ื™ื™ื›ื•ื•ืืจื’ ืžื“ืจื’ื”. ื“ืึธืก ื™ืœื™ืžืึทื ื™ื™ืฅ ื“ื™ ื ื•ื™ื˜ ืคึฟืึทืจ ืžืึทื ื•ืึทืœ ืงืึทื ืคื™ื’ื™ืขืจื™ื™ืฉืึทืŸ ืื•ืŸ ื“ืขืจื”ื™ื™ึทื ื˜ื™ืงื•ื ื’ืขืŸ ืคึฟืึทืจ ื™ื—ื™ื“ ื™ื™ึทื–ื ื•ื•ืึทืจื’ ืงืึทืžืคึผืึธื•ื ืึทื ืฅ.

ื“ื™ ื™ื ืคืจืึทืกื˜ืจืึทืงื˜ืฉืขืจ ื•ื•ืขืจื˜ ื’ืึธืจ ื’ื•ืžืข, ื“ืึธืก ืื™ื–, ืจืขืคึผืจืึธื“ื•ืกื™ื‘ืœืข ืื•ืŸ ืกืงืึทืœืึทื‘ืœืข. ื ืื™ื™ืŸ ืึธืคึผืขืจืึทื˜ืึธืจ, ื ื™ืฆืŸ ื“ื™ ื–ืขืœื‘ืข ื’ืึทื ื’ ืคื•ืŸ ืงืึธื“, ืงืขื ืขืŸ ืฆืขื•ื•ื™ืงืœืขืŸ ืื•ืŸ ืคื™ืจืŸ ืื™ื™ืŸ ืึธื“ืขืจ ืึท ื˜ื•ื™ื–ื ื˜ ืžืืฉื™ื ืขืŸ. ื“ื™ ืึทื“ื•ื•ืึทื ื˜ื™ื“ื–ืฉื™ื– ืคื•ืŸ ื“ืขื ืฆื•ื’ืึทื ื’ ืึทืจื™ื™ึทื ื ืขืžืขืŸ ื’ื™ื›ืงื™ื™ึทื˜, ืงืึธืก-ื™ืคืขืงื˜ื™ื•ื•ื ืึทืก ืื•ืŸ ืจื™ื–ื™ืงื™ืจืŸ ืจืขื“ื•ืงืฆื™ืข.

ืงืœื•ื’ ืึทืœืฅ

ืื™ื ื–ืฉืขื ื™ืจื™ืข ืกื™ืกื˜ืขืžืขืŸ ืื•ืŸ ื’ืึทื“ื’ืขืฅ ื–ืขื ืขืŸ ืขื ื“ืึทื•ื“ ืžื™ื˜ "ืžื™ื™ื ื•ื ื’" ืื•ืŸ ื“ืขืžืึธืœื˜ ืึธื ื”ื™ื™ื‘ืŸ ืฆื• ืึทื ืึทืœื™ื™ื– ื“ืึทื˜ืŸ ืคึฟื•ืŸ ืึทืจื•ื™ืก. ืกืžืึทืจื˜ ืฆื•ื‘ืจื•ื™ื ืขืจ, ืงืœื•ื’ ืงืงื˜ื•ื•, ืงืœื•ื’ ืฉื•ื•ืขืจ ื›ืึทืฅ ืคึฟืึทืจ ื’ืขืฉืขืคื˜ืŸ ื–ืขื ืขืŸ ืขื˜ืœืขื›ืข ื‘ื™ื™ืฉืคื™ืœืŸ ืคื•ืŸ ื™ืžืคึผืจื•ื•ื•ื“ ื–ืื›ืŸ. ื“ืขืจ ืฆื•ื’ืึทื ื’ ื™ื ืงืจื™ืกืึทื– ื“ื™ ืงืึทื ื˜ืจืึธื•ืœืึทื‘ื™ืœื™ื˜ื™ ืื•ืŸ ืขืคืขืงื˜ื™ื•ื•ืงื™ื™ึทื˜ ืคื•ืŸ ื“ืขื•ื•ื™ืกืขืก ืื•ืŸ ืึทืœืึทื•ื– ื“ื™ ืฉืึทืคื•ื ื’ ืคื•ืŸ ื™ืงืึธื•ืกื™ืกื˜ืึทืžื– ืคื•ืŸ ืžืืฉื™ื ืขืŸ ืื•ืŸ ื˜ื™ื ื’ื– ืคึฟื•ืŸ ื“ื™ ืึธืคืคืœื™ื ืข ื•ื•ืขืœื˜ ื•ื•ืึธืก ืงืขื ืขืŸ ื™ื‘ืขืจื’ืขื‘ืŸ ืึธื ืœื™ื™ืŸ ื‘ื™ื™ื“ืข ืžื™ื˜ ื™ืขื“ืขืจ ืื ื“ืขืจืข ืื•ืŸ ืžื™ื˜ ื–ื™ื™ืขืจ ื‘ืึทื–ื™ืฆืขืจ.

2020: ื˜ืจืขื ื“ืก ืื•ืŸ ืคืึธืจืงืึทืกืฅ

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