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ื ื•ืฉื: ืžื™ื ื”ืœ

ื ื™ื”ื•ืœ ืงื˜ื’ื•ืจื™ื•ืช

ืขืฉื™ืชื™ ืื•ื˜ื•ืžื˜ื™ืช ืืช ื”ื‘ื“ื™ืงื” ืฉืœ ื“ืจ. ืื™ื ื˜ืจื ื˜. ื”ืื ืืชื” ื™ื›ื•ืœ?

ะžะฟัƒะฑะปะธะบะพะฒะฐะฝะพ

ืžืขื•ืœื ืœื ื”ืฉืชืžืฉืชื™ ื‘ื“ืจ. ืื™ื ื˜ืจื ื˜. ืื™ืŸ ืœื™ ืžื•ืฉื’ ืื™ืš ื–ื” ืขื•ื‘ื“. ืื‘ืœ ื–ื” ืœื ืžื ืข ืžืžื ื™ ืœื›ืชื•ื‘ ืœื• ืžืกืคืจ ื‘ื“ื™ืงื•ืช ืื•ื˜ื•ืžื˜ื™ื•ืช (ื•ืจืง ื”ืขืฆืœื•ืช ืœื ืืคืฉืจื” ืœื™ ืœื›ืชื•ื‘ ืขื•ื“ ืžืื” ืื—ืจื™ื): ื“ืจ. ืื™ื ื˜ืจื ื˜; ื‘ื“ื™ืงื” ืœื”ื’ื‘ืœืช ื’ื™ืฉื” ืœื”ืชืงื ื™ื ื ืฉืœืคื™ื (ื›ื•ื ื ื™ ื”ื‘ื–ืง); ื‘ื“ื™ืงื” ืœืชื™ื—ื•ื ื’ื™ืฉื” ืœืกืคืจื™ื™ื” ื‘ื™ืŸ ืชื•ื›ื ื™ื•ืช; ืžื‘ื—ืŸ [โ€ฆ]

ืื ื™ ืžืฆื˜ืขืจ, OpenShift, ืœื ื”ืขืจื›ื ื• ืื•ืชืš ืžืกืคื™ืง ื•ืœืงื—ื ื• ืื•ืชืš ื›ืžื•ื‘ืŸ ืžืืœื™ื•

ะžะฟัƒะฑะปะธะบะพะฒะฐะฝะพ

ื”ืคื•ืกื˜ ื”ื–ื” ื ื›ืชื‘ ื‘ื’ืœืœ ืฉื”ืฆื•ื•ืช ืฉืœื ื• ื ื™ื”ืœ ืœื ืžืขื˜ ืฉื™ื—ื•ืช ืขื ืœืงื•ื—ื•ืช ืขืœ ืคื™ืชื•ื— ืืคืœื™ืงืฆื™ื•ืช ื‘-Kubernetes ื•ื”ืคืจื˜ื™ื ืฉืœ ืคื™ืชื•ื— ื›ื–ื” ื‘-OpenShift. ื‘ื“ืจืš ื›ืœืœ ืื ื—ื ื• ืžืชื—ื™ืœื™ื ืขื ื”ืชื–ื” ืฉ-Kubernetes ื–ื” ืจืง Kubernetes, ื•-OpenShift ื”ื™ื ื›ื‘ืจ ืคืœื˜ืคื•ืจืžืช Kubernetes, ื›ืžื• Microsoft AKS ืื• Amazon EKS. ืœื›ืœ ืื—ืช ืžื”ืคืœื˜ืคื•ืจืžื•ืช ื”ืœืœื• ื™ืฉ ืืช [โ€ฆ]

ื”ื›ื ืช DRP - ืืœ ืชืฉื›ื—ื• ืœืงื—ืช ื‘ื—ืฉื‘ื•ืŸ ืืช ื”ืžื˜ืื•ืจื™ื˜

ะžะฟัƒะฑะปะธะบะพะฒะฐะฝะพ

ื’ื ื‘ื–ืžืŸ ืืกื•ืŸ, ืชืžื™ื“ ื™ืฉ ื–ืžืŸ ืœื›ื•ืก ืชื”. DRP (ืชื•ื›ื ื™ืช ื”ืชืื•ืฉืฉื•ืช ืžืืกื•ืŸ) ื”ื•ื ื“ื‘ืจ ืฉื‘ืื•ืคืŸ ืื™ื“ื™ืืœื™, ืœืขื•ืœื ืœื ื™ื”ื™ื” ืฆื•ืจืš ื‘ื•. ืื‘ืœ ืื ื‘ื•ื ื™ื ื”ื ื•ื“ื“ื™ื ื‘ืžื”ืœืš ืขื•ื ืช ื”ื”ื–ื“ื•ื•ื’ื•ืช ืžื›ืจืกืžื™ื ื“ืจืš ื”ืกื™ื‘ ื”ืื•ืคื˜ื™ ื”ืจืืฉื™ ืื• ืฉืžื ื”ืœ ื–ื•ื˜ืจ ืžืคื™ืœ ื‘ืกื™ืก ืคืจื•ื“ื•ืงื˜ื™ื‘ื™, ืืชื” ื‘ื”ื—ืœื˜ ืจื•ืฆื” ืœื”ื™ื•ืช ื‘ื˜ื•ื— ืฉืชื”ื™ื” ืœืš ืชื•ื›ื ื™ืช ืžื•ื›ื ื” ืžืจืืฉ ืขื‘ื•ืจ [โ€ฆ]

ื”ื›ื ืช ื›ื“ื•ืจ ืงืกื ืขืœ ื‘ืกื™ืก ื”- Arduino Pro Mini

ะžะฟัƒะฑะปะธะบะพะฒะฐะฝะพ

ืฆืคื™ืชื™ ื‘ืื™ื–ื” ืกืจื˜, ืฉืœืื—ืช ื”ื“ืžื•ื™ื•ืช ืฉืœื• ื”ื™ื” ื›ื“ื•ืจ ืงืกื ืฉืขื•ื ื” ืขืœ ืฉืืœื•ืช. ืื– ื—ืฉื‘ืชื™ ืฉื–ื” ื™ื”ื™ื” ื ื—ืžื“ ืœืขืฉื•ืช ืืช ืื•ืชื• ื”ื“ื‘ืจ, ืื‘ืœ ื“ื™ื’ื™ื˜ืœื™. ื—ื™ื˜ื˜ืชื™ ื‘ืžืœืื™ ื”ืจื›ื™ื‘ื™ื ื”ืืœืงื˜ืจื•ื ื™ื™ื ืฉืœื™ ื•ืจืื™ืชื™ ืื ื™ืฉ ืœื™ ืืช ืžื” ืฉืฆืจื™ืš ื›ื“ื™ ืœื”ืจื›ื™ื‘ ื›ื“ื•ืจ ื›ื–ื”. ื‘ื™ืžื™ ื”ืžื’ื™ืคื” ืœื ื”ืชื—ืฉืง ืœื™ ืœื”ื–ืžื™ืŸ ืžืฉื”ื• [โ€ฆ]

ื”ืชืงื ื” ื•ืชืคืขื•ืœ ืฉืœ ื”ื’ื”

ะžะฟัƒะฑะปะธะบะพะฒะฐะฝะพ

ื”ืงื“ืžื” "ื”ื—ื‘ืจื•ืช" ืฉืœื ื• ื”ืชื—ื™ืœื” ืœืคื ื™ ืฉื ืชื™ื™ื. ื”ื’ืขืชื™ ืœืžืงื•ื ืขื‘ื•ื“ื” ื—ื“ืฉ, ืฉื‘ื• ื”ืžื ื”ืœ ื”ืงื•ื“ื ื”ืฉืื™ืจ ืืช ื”ืชื•ื›ื ื” ื”ื–ื• ื‘ืื•ืคืŸ ื—ื•ืคืฉื™ ื›ืžื•ืจืฉืช ืœื™. ื‘ืื™ื ื˜ืจื ื˜, ืžืœื‘ื“ ืชื™ืขื•ื“ ืจืฉืžื™, ืœื ื ื™ืชืŸ ื”ื™ื” ืœืžืฆื•ื ื“ื‘ืจ. ืืคื™ืœื• ืขื›ืฉื™ื•, ืื ืชื—ืคืฉ ื‘ื’ื•ื’ืœ "ื”ื’ื”", ื‘-99% ืžื”ืžืงืจื™ื ื–ื” ื™ืคืœื•ื˜: ื”ื’ื™ื•ืช ืกืคื™ื ื” ื•ืงื•ื•ืื“ืจื•ืงื•ืคื˜ืจื™ื. ื”ืฆืœื—ืชื™ ืœืžืฆื•ื ื“ืจืš ืœื–ื”. ืžืื– ื”ืงื”ื™ืœื” [โ€ฆ]

ื”ื›ื™ืจื• ืืช Debezium - CDC ืขื‘ื•ืจ ืืคืืฆ'ื™ ืงืคืงื

ะžะฟัƒะฑะปะธะบะพะฒะฐะฝะพ

ื‘ืขื‘ื•ื“ืชื™, ืื ื™ ื ืชืงืœ ืœืขืชื™ื ืงืจื•ื‘ื•ืช ื‘ืคืชืจื•ื ื•ืช ื˜ื›ื ื™ื™ื / ืžื•ืฆืจื™ ืชื•ื›ื ื” ื—ื“ืฉื™ื, ืฉืžื™ื“ืข ืขืœื™ื”ื ื“ื™ ื“ืœ ื‘ืื™ื ื˜ืจื ื˜ ื“ื•ื‘ืจ ื”ืจื•ืกื™ืช. ื‘ืžืืžืจ ื–ื”, ืื ืกื” ืœืžืœื ืคืขืจ ืื—ื“ ื›ื–ื” ืขื ื“ื•ื’ืžื” ืžื”ืชืจื’ื•ืœ ื”ืื—ืจื•ืŸ ืฉืœื™, ื›ืืฉืจ ื”ื™ื™ืชื™ ืฆืจื™ืš ืœื”ื’ื“ื™ืจ ืฉืœื™ื—ืช ืื™ืจื•ืขื™ CDC ืžืฉื ื™ DBMSs ืคื•ืคื•ืœืจื™ื™ื (PostgreSQL ื•-MongoDB) ืœืืฉื›ื•ืœ ืงืคืงื ื‘ืืžืฆืขื•ืช Debezium. ืื ื™ ืžืงื•ื•ื” ืฉืžืืžืจ ืกืงื™ืจื” ื–ื”, ืฉื”ื•ืคื™ืข ื‘- [โ€ฆ]

ืกืคืง, ื”ื’ื“ืจ ืืช ื”ืื ื˜ื™ ื•ื™ืจื•ืก ืฉืœื™ ืœ-VDI

ะžะฟัƒะฑะปะธะบะพะฒะฐะฝะพ

ื‘ื™ืŸ ืœืงื•ื—ื•ืชื™ื ื• ื™ืฉื ืŸ ื—ื‘ืจื•ืช ื”ืžืฉืชืžืฉื•ืช ื‘ืคืชืจื•ื ื•ืช ืงืกืคืจืกืงื™ ื›ืกื˜ื ื“ืจื˜ ืืจื’ื•ื ื™ ื•ืžื ื”ืœื•ืช ื‘ืื•ืคืŸ ืขืฆืžืื™ ืืช ื”ื’ื ืช ื”ืื ื˜ื™ ื•ื™ืจื•ืก ืฉืœื”ืŸ. ื ืจืื” ืฉืฉื™ืจื•ืช ืฉื•ืœื—ืŸ ื”ืขื‘ื•ื“ื” ื”ื•ื•ื™ืจื˜ื•ืืœื™, ืฉื‘ื• ื”ืกืคืง ืžืคืงื— ืขืœ ื”ืื ื˜ื™ ื•ื™ืจื•ืก, ืื™ื ื• ืžืชืื™ื ืœื”ื ื‘ืžื™ื•ื—ื“. ื”ื™ื•ื ืื ื™ ืืจืื” ืœื›ื ื›ื™ืฆื“ ืœืงื•ื—ื•ืช ื™ื›ื•ืœื™ื ืœื ื”ืœ ืืช ื”ื”ื’ื ื” ื‘ืขืฆืžื ืžื‘ืœื™ ืœื”ืชืคืฉืจ ืขืœ ื”ืื‘ื˜ื—ื” ืฉืœ ืฉื•ืœื—ื ื•ืช ืขื‘ื•ื“ื” ื•ื™ืจื˜ื•ืืœื™ื™ื. ื‘ืคื•ืกื˜ ื”ืงื•ื“ื ืฉืœื ื•, ื›ื‘ืจ ื›ื™ืกื™ื ื• [โ€ฆ]

ื›ื™ืฆื“ ืื ื• ืžื’ื ื™ื ืขืœ ืฉื•ืœื—ื ื•ืช ืขื‘ื•ื“ื” ื•ื™ืจื˜ื•ืืœื™ื™ื ืฉืœ ืœืงื•ื—ื•ืช ืžืคื ื™ ื•ื™ืจื•ืกื™ื, ืชื•ื›ื ื•ืช ืจื™ื’ื•ืœ ื•ื”ืชืงืคื•ืช

ะžะฟัƒะฑะปะธะบะพะฒะฐะฝะพ

ื”ืฉื ื” ื—ื‘ืจื•ืช ืจื‘ื•ืช ืขื‘ืจื• ื‘ื—ื™ืคื–ื•ืŸ ืœืขื‘ื•ื“ื” ืžืจื—ื•ืง. ืขื–ืจื ื• ืœื›ืžื” ืœืงื•ื—ื•ืช ืœืืจื’ืŸ ื™ื•ืชืจ ืžืžืื” ืžืฉืจื•ืช ืžืจื•ื—ืงื•ืช ื‘ืฉื‘ื•ืข. ื”ื™ื” ื—ืฉื•ื‘ ืœืขืฉื•ืช ื–ืืช ืœื ืจืง ื‘ืžื”ื™ืจื•ืช, ืืœื ื’ื ื‘ื‘ื˜ื—ื”. ื˜ื›ื ื•ืœื•ื’ื™ื™ืช VDI ื‘ืื” ืœืขื–ืจื”: ื‘ืขื–ืจืชื” ื ื•ื— ืœื”ืคื™ืฅ ืžื“ื™ื ื™ื•ืช ืื‘ื˜ื—ื” ืœื›ืœ ืžืงื•ืžื•ืช ื”ืขื‘ื•ื“ื” ื•ืœื”ื’ืŸ ืžืคื ื™ ื“ืœื™ืคื•ืช ื ืชื•ื ื™ื. ื‘ืžืืžืจ ื–ื” [โ€ฆ]

ืื ื• ื‘ื•ื“ืงื™ื ืืช ื”ื™ื›ื•ืœื•ืช ืฉืœ Intel Xeon Gold 6254 ืœืขื‘ื•ื“ ืขื 1C ื‘ืขื ืŸ ืœืคื™ ืžื‘ื—ืŸ ื’ื™ืœื‘

ะžะฟัƒะฑะปะธะบะพะฒะฐะฝะพ

ืขื•ื“ ื‘ืื‘ื™ื‘ ื”ืฉื ื” ื”ืขื‘ืจื ื• ืืช ื”ืชืฉืชื™ืช ืฉืœ ืขื ืŸ mClouds.ru ืœ-Xeon Gold 6254 ื”ื˜ืจื™. ื–ื” ืžืื•ื—ืจ ืžื“ื™ ืœืขืฉื•ืช ืกืงื™ืจื” ืžืคื•ืจื˜ืช ืฉืœ ื”ืžืขื‘ื“ - ื›ืขืช ื—ืœืคื” ื™ื•ืชืจ ืžืฉื ื” ืžืื– ื”ื—ืœื” "ืื‘ืŸ" ืœืžื›ื™ืจื” ื•ื›ื•ืœื ื™ื•ื“ืขื™ื ืืช ื”ืคืจื˜ื™ื ืขืœ ื”ืžืขื‘ื“. ืขื ื–ืืช, ืชื›ื•ื ื” ืื—ืช ืจืื•ื™ื” ืœืฆื™ื•ืŸ, ืœืžืขื‘ื“ ื™ืฉ ืชื“ืจ ื‘ืกื™ืก ืฉืœ 3.1 ื’ื™ื’ื”-ื”ืจืฅ ื•-18 ืœื™ื‘ื•ืช, ืืฉืจ, ื›ืืฉืจ ืžื•ื’ื‘ืจืช ื˜ื•ืจื‘ื•, [โ€ฆ]

ืื•ืคื˜ื™ืžื™ื–ืฆื™ื” ืฉืœ C++: ืฉืœื‘ ืžื”ื™ืจื•ืช ื•ืจืžื” ื’ื‘ื•ื”ื”. ื“ื•ื— Yandex

ะžะฟัƒะฑะปะธะบะพะฒะฐะฝะพ

ืžื” ืžืฉืคื™ืข ืขืœ ื”ืžื”ื™ืจื•ืช ืฉืœ ืชื•ื›ื ื™ื•ืช C++ ื•ื›ื™ืฆื“ ืœื”ืฉื™ื’ ื–ืืช ื‘ืจืžืช ืงื•ื“ ื’ื‘ื•ื”ื”? ื”ืžืคืชื— ื”ืจืืฉื™ ืฉืœ ืกืคืจื™ื™ืช CatBoost, Evgeny Petrov, ืขื ื” ืขืœ ืฉืืœื•ืช ืืœื• ื‘ืืžืฆืขื•ืช ื“ื•ื’ืžืื•ืช ื•ื”ืžื—ืฉื•ืช ืžื”ื ื™ืกื™ื•ืŸ ื‘ืขื‘ื•ื“ื” ืขืœ CatBoost ืขื‘ื•ืจ x86_64. ื“ื™ื•ื•ื— ื•ื™ื“ืื• - ืฉืœื•ื ืœื›ื•ืœื. ืื ื™ ืขื•ืฉื” ืื•ืคื˜ื™ืžื™ื–ืฆื™ื” ืฉืœ CPU ืขื‘ื•ืจ ืกืคืจื™ื™ืช ืœืžื™ื“ืช ื”ืžื›ื•ื ื” CatBoost. ื”ื—ืœืง ื”ืขื™ืงืจื™ ืฉืœ ื”ืกืคืจื™ื™ื” ืฉืœื ื• [โ€ฆ]

DELETE ื”ื™ืงืจ. ื ื™ืงื•ืœืื™ Samokhvalov (Postgres.ai)

ะžะฟัƒะฑะปะธะบะพะฒะฐะฝะพ

ืžืชื™ืฉื”ื• ื‘ืขืชื™ื“ ื”ืจื—ื•ืง, ื”ืกืจื” ืื•ื˜ื•ืžื˜ื™ืช ืฉืœ ื ืชื•ื ื™ื ืžื™ื•ืชืจื™ื ืชื”ื™ื” ืื—ืช ื”ืžืฉื™ืžื•ืช ื”ื—ืฉื•ื‘ื•ืช ืฉืœ ื”-DBMS [1]. ื‘ื™ื ืชื™ื™ื ืื ื—ื ื• ื‘ืขืฆืžื ื• ืฆืจื™ื›ื™ื ืœื“ืื•ื’ ืœืžื—ื™ืงืช ืื• ืœื”ืขื‘ื™ืจ ื ืชื•ื ื™ื ืžื™ื•ืชืจื™ื ืœืžืขืจื›ื•ืช ืื—ืกื•ืŸ ื–ื•ืœื•ืช ื™ื•ืชืจ. ื ื ื™ื— ืฉื”ื—ืœื˜ืช ืœืžื—ื•ืง ื›ืžื” ืžื™ืœื™ื•ื ื™ ืฉื•ืจื•ืช. ืžืฉื™ืžื” ืคืฉื•ื˜ื” ืœืžื“ื™, ื‘ืžื™ื•ื—ื“ ืื ื”ืžืฆื‘ ื™ื“ื•ืข ื•ื™ืฉ ืื™ื ื“ืงืก ืžืชืื™ื. "ืžื—ืง ืžื˜ื‘ืœื”1 ื”ื™ื›ืŸ col1 [โ€ฆ]

ืžืืชืจ ื›ื™ืก. ืžืขื‘ื“ื”: ื”ื’ื“ืจืช ืžืกืœื•ืœื™ื ืกื˜ื˜ื™ื™ื ืฆืคื™ื

ะžะฟัƒะฑะปะธะบะพะฒะฐะฝะพ

ื˜ื•ืคื•ืœื•ื’ื™ื™ืช ืจืฉืช ืžืฉื™ืžื•ืช ื™ืฆื™ืจืช ืžืกืœื•ืœ ืกื˜ื˜ื™ ืจืืฉื™ ื‘ืจื™ืจืช ืžื—ื“ืœ ืคืจื™ืกืช ืžืกืœื•ืœ ืกื˜ื˜ื™ ืฆืฃ ื‘ื“ื™ืงืช ืžืขื‘ืจ ืœืžืกืœื•ืœ ืกื˜ื˜ื™ ืฆืฃ ื›ืืฉืจ ื”ืžืกืœื•ืœ ื”ืจืืฉื™ ื ื›ืฉืœ ืกืงื™ืจื” ื›ืœืœื™ืช ืื–, ืจืืฉื™ืช, ื›ืžื” ืžื™ืœื™ื ืขืœ ืžื”ื• ืžืกืœื•ืœ ืกื˜ื˜ื™, ื•ืืคื™ืœื• ืฆืฃ. ืฉืœื ื›ืžื• ื ื™ืชื•ื‘ ื“ื™ื ืžื™, ื ื™ืชื•ื‘ ืกื˜ื˜ื™ ืžื—ื™ื™ื‘ ืื•ืชืš ืœื‘ื ื•ืช ื‘ืื•ืคืŸ ืขืฆืžืื™ ืžืกืœื•ืœ ืœืจืฉืช ืกืคืฆื™ืคื™ืช. ืฆืฃ [โ€ฆ]

" ื—ื–ืจื” ืœืžืขืœื” 6 7 8 9 10 11 12 13 14 15 ื‘ืกื•ืฃ "