ืืื Skyeng ืืืจ ื ืืฆื Amazon Redshift, ืึทืจืืึทื ืืขืจืขืื ื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื, ืึทืืื ืืืจ ืืขืคึฟืื ืขื ืืขื ืึทืจืืืงื ืืืจื Stefan Gromoll, ืืจืื ืืขืจ ืคืื dotgo.com, ืคึฟืึทืจ intermix.io ืืฉืืงืึทืืืข. ื ืึธื ืื ืืืืขืจืืขืฆืื ื, ืึท ืืืกื ืคืื ืืื ืืืขืจ ืืขืจืคืึทืจืื ื ืคืื ืืึทืื ืื ืืฉืขื ืืจ Daniyar Belkhodzhaev.
ืึทืืึทืื ืกืงืืืืื ื ืืืจื ืึทืืื ื ื ืืึท ื ืึธืืื ืฆื ืืขื ืงื ืืื. ืื ื ืืื ืฆื ืงืึธืคึผืข ืืื ืึท ืฉืคึผืืฅ ื ืืืขืจ ืคืื ืจืืงืืืขืก ืงืขื ืขื ืคืืจื ืฆื ืึธืืืืขืจืคึผืจืึทืืืืืฉืึทื ืคืื ื ืึธืืื. ืงืึธื ืงืืจืจืขื ืกื ืกืงืืืืื ื, ืืื ืงืขืื ืฆื ืึทืืื ื ื ืืึท ื ืึธืืื, ืื ืงืจืืกืื ืงืึทืืคึผืืืืื ื ืืึทืื ืืื ืืืจืฃ.
ืึทืืึทืืึธื ืจืขืืฉืืคื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืืื ืจืขืืฉืืคื ืงืืึทืกืืขืจื ื ืึธื ืงืึทืคึผืึทืฆืืืขื ืฆื ืฉืขืคึผื ืฉืคึผืืฅ ืืขืื ืืืึทืืืืื. ืขืก ืึทืจืืขื ืืืจื ืืึธืืืื ื ืจืืงืืืขืก ืฆื ื ืืึทืข "ืคึผืึทืจืึทืืขื" ืงืืึทืกืืขืจื ืืื ืืขืจ ืืื ืืขืจืืจืื ื. ืจืืงืืืขืก ืืขื ืขื ืจืึทืืืื ืืืืืจื ืืืืฃ WLM ืงืึทื ืคืืืืขืจืืืฉืึทื ืืื ืึผืืืื.
ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืคึผืจืืืกืื ื ืืื ืืืืืจื ืืืืฃ ืึท ืงืจืขืืื ืืึธืืขื ืืื ืึท ืคืจืื ืจืื. ืืืืื ืคืจืื ืงืจืขืืืฅ, ืฆืึธืืื ื ืืื ืืืืืจื ืืืืฃ ืื ืฆืืื ืืืขื ืื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืงืืึทืกืืขืจ ืคึผืจืึทืกืขืกืึทื ืจืืงืืืขืก.
ืืขืจ ืืืืจ ืืขืกืืขื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืืืืฃ ืืืื ืขืจ ืคืื ืื ืื ืขืจืืขื ืงืืึทืกืืขืจื. ืืื ืืขื ืคึผืึธืกืื, ืขืจ ืืืขื ืจืขืื ืืืขืื ืื ืคึผืจืึธืืข ืจืขืืืืืึทืื ืืื ืืขืื ืขืฆืืช ืืืืฃ ืืื ืฆื ืึธื ืืืืื.
ืงื ืืื ืืืืขืจืคืขื ืืฉื
ืฆื ื ืืฆื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื, ืืืื Amazon Redshift ืงื ืืื ืืืื ืืจืขืคื ืื ืคืืืืขื ืืข ืจืขืงืืืืจืขืืขื ืฅ:
- ืคึผืืึทืืคืึธืจืืข: ืขืง2-ืืืคึผืง;
- ื ืึธืืข ืืืคึผ: ืืง2.8ืงืกืืึทืจืืข, ืืก2.8ืงืกืืึทืจืืข, ืืง2.ืืึทืจืืข ืึธืืขืจ ืืก2.ืงืกืืึทืจืืข;
- ื ืืืขืจ ืคืื ื ืึธืืื: ืคืื 2 ืฆื 32 (ืืืื ื ืึธืืข ืงืืึทืกืืขืจื ืืขื ืขื ื ืืฉื ืืขืฉืืืฆื).
ืคึผืึทืกืืง ืืืืคึผืก ืคืื ืืขืื
ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืืื ื ืืฉื ืคึผืึทืกืืง ืคึฟืึทืจ ืึทืืข ืืืืคึผืก ืคืื ืคึฟืจืืื. ืืื ืืขืจ ืขืจืฉืืขืจ ืืืขืจืกืืข, ืขืก ืืืืื ืคึผืจืึทืกืขืกืึทื ืืืืขื ืขื ืจืืงืืืขืก ืืืึธืก ืืึทืคืจืืืืงื ืืจืื ืืืืื ืืื ืืขื:
- ืกืขืืขืงื ืงืืืืจืื ืืขื ืขื ืืืืขื ืขื-ืืืืื (ืืึธืืฉ ืืขืจ ืืืืคึผืก ืืขื ืขื ืคึผืืึทื ื ืขื);
- ืื ืึธื ืคึฟืจืขื ืจืขืคืขืจืก ื ืืฉื ืฆื ืึท ืืืฉ ืืื ืื ืื ืืขืจืืขืึทืืืขื ืกืึธืจืืื ื ืกืืื;
- ืื ืึธื ืคึฟืจืขื ืืื ื ืืฉื ื ืืฆื Amazon Redshift Spectrum ืฆื ืืขืจืืึธื ืขื ืคืื ืืจืืืกื ืืืง ืืืฉื.
ืฆื ืืืื ืจืึทืืืื ืฆื ืื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืงืืึทืกืืขืจ, ืื ืืงืฉื ืืืื ืืืื ืืื ืึท ืจืื. ืืื ืืขืจืฆื, ืคึฟืจืืื ืืืึธืก ืืขื ืขื ืืืจืขืืืืื ืคึฟืึทืจ ืื ืจืื , ืืืขื ื ืืฉื ืืืืคื ืืืืฃ ืคึผืึทืจืึทืืขื ืืืึธื ืงืืึทืกืืขืจื.
ืงืืื ืืื SQA ืืึทืจืคื ืืขืืขืจืืง ืงืึทื ืคืืืืขืจืืืฉืึทื . ืืืจ ืจืขืงืึธืืขื ืืืจื ืฆื ืึธืคึผืืืืืืืจื ืืืื WLM ืขืจืฉืืขืจ - ืืึธืก ืืืขื ืจืขืืืฆืืจื ืื ื ืืื ืคึฟืึทืจ ืคึผืึทืจืึทืืขื ืกืงืืืืื ื. ืืื ืืึธืก ืืื ืืืืืืืง ืืืืึทื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืืื ืืืืื ืคืจืื ืคึฟืึทืจ ืึท ืืืืขืจ ื ืืืขืจ ืคืื ืฉืขื. AWS ืงืืืืื ืึทื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืืืขื ืืืื ืคืจืื ืคึฟืึทืจ 97% ืคืื ืงืึทืกืืึทืืขืจื, ืืืึธืก ืืจืขื ืื ืืื ืื ืฆื ืื ืึทืจืืืกืืขืื ืคืื ืคึผืจืืืกืื ื.
ืคึผืจืืึทื ืคืื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื
AWS ืึธืคืคืขืจืก ืึท ืงืจืขืืื ืืึธืืขื ืคึฟืึทืจ ืคึผืึทืจืึทืืขื ืกืงืืืืื ื. ืืขืืขืจ ืึทืงืืืื ืืจืืคึผืข ืึทืงืืืืืึทืืืืฅ ืงืจืขืืืฅ ืึทืืจืื, ืึทืจืืืฃ ืฆื ืืืื ืฉืขื ืคืื ืคืจืื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืงืจืขืืืฅ ืคึผืขืจ ืืึธื.
ืืืจ ืืึทืฆืึธืื ืืืืื ืืืขื ืืืื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืงืืึทืกืืขืจ ืืึทื ืืฅ ืืงืกืืื ืื ืกืืืข ืคืื โโโโืงืจืขืืื ืืืจ ืืึธื ืืืงืืืขื.
ืืขืจ ืคึผืจืืึทื ืืื ืงืึทืืงืืึทืืืืืื ืืื ืึท ืคึผืขืจ-ืกืขืงืื ืื ืืืืฃ-ืคืึธืืขืจืื ื ืงืืจืก ืคึฟืึทืจ ืึท ืคึผืึทืจืึทืืขื ืงื ืืื ืืืึธืก ืืื ืืขื ืืฆื ืืขืืขืจ ืื ืคืจืื ืงืืจืก. ืืืจ ืืขื ื ืืืคืืืื ืืืืื ืคึฟืึทืจ ืืขืจ ืืขืืืืขืจ ืคืื ืืืื ืจืืงืืืขืก, ืืื ืึท ืืื ืืืื ืึธืคึผืฆืึธื ืคืื ืืืื ืืื ืื ืืขืืขืจ ืืึธื ืึท ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืงืืึทืกืืขืจ ืืื ืึทืงืืืืืืืืื. ืื ืคึผืขืจ-ืกืขืงืื ืืข ืืืืฃ-ืคืึธืืขืจืื ื ืงืืจืก ืืื ืงืึทืืงืืึทืืืืืื ืืืืืจื ืืืืฃ ืึทืืืขืืืื ืคึผืจืืืกืื ื ืคึผืจืื ืกืึทืคึผืึทืื , ืืึธืก ืืื, ืขืก ืืขืคึผืขื ืืก ืืืืฃ ืื ืืืคึผ ืคืื ื ืึธืืข ืืื ืื ื ืืืขืจ ืคืื ื ืึธืืื ืืื ืืืื ืงื ืืื.
ืืึธื ืืฉืื ื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื
ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืืื ืืจืืืขืจื ืคึฟืึทืจ ืืขืืขืจ WLM ืจืื. ืืืื ืฆื ืื AWS Redshift ืงืึทื ืกืึธืื ืืื ืกืขืืขืงืืืจื Workload Management ืคืื ืื ืืื ืงืก ื ืึทืืืืืึทืฆืืข ืืขื ืื. ืืืืกืงืืืึทืื ืื WLM ืคึผืึทืจืึทืืขืืขืจ ืืจืืคึผืข ืคืื โโืืืื ืงื ืืื ืคืื ืื ืคืืืืขื ืืข ืคืึทื-ืึทืจืึธืคึผ ืืขื ืื.
ืืืจ ืืืขื ืืขื ืึท ื ืืึทืข ืืืึทื ืืขืจืืคึฟื "ืงืึธื ืงืืจืจืขื ืกื ืกืงืืืืื ื ืืึธืืข" ืืขืื ืืขืืขืจ ืจืื. ืื ืคืขืืืงืืึทื ืืื "ืืืกืึทืืืขื". ืืจืืงื "ืจืขืืึทืืืจื" ืืื ืืืจ ืงืขื ืขื ืืืืฉื ืื ืกืขืืืื ืืก ืคึฟืึทืจ ืืขืืขืจ ืจืื.
ืงืึธื ืคืืืืจืึทืืืึธื
ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืึทืจืืขื ืืืจื ืคืึธืจืืืขืจืืื ื ืฆืื ืขืืขื ืจืืงืืืขืก ืฆื ื ืืึทืข ืืขืืึทืงืืืืึทื ืงืืึทืกืืขืจื. ื ืื ืงืืึทืกืืขืจื ืืึธืื ืื ืืขืืืข ืืจืืืก (ืืืคึผ ืืื ื ืืืขืจ ืคืื ื ืึธืืื) ืืื ืื ืืืืคึผื ืงื ืืื.
ืื ืคืขืืืงืืึทื ื ืืืขืจ ืคืื ืงืืึทืกืืขืจื ืืขื ืืฆื ืคึฟืึทืจ ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืืื ืืืื (1), ืืื ืื ืคืืืืงืืื ืฆื ืงืึทื ืคืืืืขืจ ืึทืจืืืฃ ืฆื ืึท ืืึทื ืฅ ืคืื ืฆืขื (10) ืงืืึทืกืืขืจื.
ืื ืืึทื ืฅ ื ืืืขืจ ืคืื ืงืืึทืกืืขืจื ืคึฟืึทืจ ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืงืขื ืขื ืืืื ืืึทืฉืืืื ืืืจื ืื max_concurrency_scaling_clusters ืคึผืึทืจืึทืืขืืขืจ. ืื ืงืจืขืึทืกืื ื ืื ืืืขืจื ืคืื ืืขื ืคึผืึทืจืึทืืขืืขืจ ืืื ื ืึธื ืืืขืจืืง ืงืืึทืกืืขืจื.
ืืึธื ืืืึธืจืื ื
ืขืก ืืขื ืขื ืขืืืขืืข ื ืึธื ืืจืึทืคืก ืื ืืืฆื ืืื ืื AWS Redshift ืงืึทื ืกืึธืื. ืื ืืึทืงืก ืงืึธื ืคืืืืจืขื ืงืึธื ืงืืจืจืขื ืกื ืกืงืึทืืื ื ืงืืึทืกืืขืจื ืืฉืึทืจื ืืืกืคึผืืืื ืื ืืืขืจื ืคืื ืืึทืงืก_ืงืึธื ืงืืจืจืขื ืกื_ืกืงืึทืืื ื_ืงืืืกืืขืจื ืืืืขืจ ืฆืืึทื.
ืื ื ืืืขืจ ืคืื ืึทืงืืืื ืกืงืืืืื ื ืงืืึทืกืืขืจื ืืื ืืขืืืืื ืืื ืื ืืึทื ืืฆืขืจ ืฆืืืื ื ืืื ืื "ืงืึธื ืงืืจืจืขื ืกื ืกืงืืืืื ื ืึทืงืืืืืืื" ืึธืคึผืืืืืื ื:
ืืื ืื ืงืืืืจืื ืงืืืืื, ืขืก ืืื ืึท ืืืึทื ืืืึธืก ืื ืืืงืืืฅ ืฆื ืื ืึธื ืคึฟืจืขื ืืื ืืขืืืขื ืขืงืกืึทืงืืืืึทื ืืื ืื ืืืืคึผื ืงื ืืื ืึธืืขืจ ืืื ืื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืงื ืืื:
ืจืึทืืึทืจืืืึทืก ืคืื ืฆื ืึท ืืึทืืื ืืขืจ ืึธื ืคึฟืจืขื ืืื ืืขืืืขื ืขืงืกืึทืงืืืืึทื ืืื ืื ืืืืคึผื ืงื ืืื ืึธืืขืจ ืืืจื ืึท ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืงื ืืื, ืขืก ืืื ืกืืึธืจื ืืื stl_query.concurrency_scaling_status.
ื ืืืขืจื ืคืื 1 ืื ืืืงืืืฅ ืึทื ืื ืึธื ืคึฟืจืขื ืืื ืืขืืืขื ืขืงืกืึทืงืืืืึทื ืืื ืื ืคึผืึทืจืึทืืขื ืืืึธื ืงื ืืื, ืืฉืขืช ืื ืืขืจืข ืืืึทืืืขืก ืึธื ืืืืึทืื ืึทื ืขืก ืืื ืืขืืืขื ืขืงืกืึทืงืืืืึทื ืืื ืื ืขืจืฉืืืง ืงื ืืื.
ืืืึทืฉืคึผืื:
ืงืึทื ืงืืจืจืขื ืกื ืกืงืืืืื ื ืืื ืคึฟืึธืจืืึทืฆืืข ืืื ืืืื ืกืืึธืจื ืืื ืขืืืขืืข ืื ืืขืจืข ืืืฉื ืืื ืงืืงื, ืึทืืึท ืืื SVCS_CONCURRENCY_SCALING_USAGE. ืืื ืึทืืืฉืึทื, ืขืก ืืขื ืขื ืึท ื ืืืขืจ ืคืื ืงืึทืืึทืืึธื ืืืฉื ืืืึธืก ืงืจืึธื ืืื ืคึฟืึธืจืืึทืฆืืข ืืืขืื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื.
ืจืขืืืืืึทืื
ืื ืืืืจืื ืกืืึทืจืืขื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืคึฟืึทืจ ืืืื ืจืื ืืื ืื ืื ืขืจืืขื ืงื ืืื ืืขืขืจืขื 18:30:00 GMT ืืืืฃ 29.03.2019/3/20. ืืฉืืื ืืืฉื ืื max_concurrency_scaling_clusters ืคึผืึทืจืึทืืขืืขืจ ืฆื 30 ืืขืขืจืขื 00:29.03.2019:XNUMX ืืืืฃ XNUMX/XNUMX/XNUMX.
ืฆื ืกืืืืืืจื ืึท ืืงืฉื ืจืื, ืืืจ ืจืืืืกื ืื ื ืืืขืจ ืคืื ืกืืึธืฅ ืคึฟืึทืจ ืืขื ืจืื ืคืื 15 ืฆื 5.
ืื ืืขืจ ืืื ืึทื ืื ืืขืจmix.io ืืึทืฉืืึธืจื ืืฉืึทืจื ืืืึธืก ืืืืึทืื ืื ื ืืืขืจ ืคืื ืจืืงืืืขืก ืคืืืกื ืืืง ืืื ืจืื ื ืึธื ืจืืืืกืื ื ืื ื ืืืขืจ ืคืื ืกืืึธืฅ.
ืืืจ ืืขื ืึทื ืื ืืืืจืื ืฆืืื ืคึฟืึทืจ ืจืืงืืืขืก ืืื ืืขืจ ืจืื ืืื ืืขืืืืงืกื, ืื ืืึทืงืกืืืื ืฆืืื ืืื ืืขืจ ืืื 5 ืืื ืื.
ืืึธ ืืื ืื ืืึทืืืึทืืืง ืืื ืคึฟืึธืจืืึทืฆืืข ืคืื โโืื AWS ืงืึทื ืกืึธืื ืืืขืื ืืืึธืก ืืขืืจืืคื ืืขืฉืึทืก ืืขื ืฆืืื:
Redshift ืืึธื ืืฉื ืืจืื (3) ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืงืืึทืกืืขืจื ืืื ืงืึทื ืคืืืืขืจื. ืขืก ืืขื ืืืืก, ืึทื ืื ืืึธืืืงืข ืงืืึทืกืืขืจื ืืขื ืขื ื ืืฉื ืืืืกืืขื ืืฆื ืืขืืืึธืจื, ืืึธืืฉ ืคืืืข ืืขืื ืืื ืืื ืืืขืจ ืงื ืืื ืืขื ืขื ืืขืืืขื ืืื ืืขืจ ืจืื.
ืื ืืึทื ืืฅ ืืจืึทืคืืง ืงืึธืจืึทืืืืฅ ืืื ืื ืกืงืืืืื ื ืืขืืืงืืื ืืจืึทืคืืง:
ื ืึธื ืึท ืืืกื ืฉืขื, ืื ืืืืจืื ืึธืคึผืืขืฉืืขืื ืื ืจืื ืืื ืขืก ืืขืงืืงื ืืื 6 ืจืืงืืืขืก ืืขื ืขื ืคืืืกื ืืืง ืืื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื. ืืืจ ืืืื ืจืึทื ืืึทืืื ืืขืกืืขื ืฆืืืื ืจืืงืืืขืก ืืืจื ืื ืืึทื ืืฆืขืจ ืฆืืืื ื. ืืืจ ืืึธืื ื ืืฉื ืึธืคึผืืขืฉืืขืื ืืื ืฆื ื ืืฆื ืื ืืืึทืืืขืก ืืืขื ืขืืืขืืข ืคึผืึทืจืึทืืขื ืงืืึทืกืืขืจื ืืขื ืขื ืึทืงืืืื ืืื ืึทืืึธื.
ืคืืื ืืื ืื
ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืงืขื ืขื ืจืขืืืฆืืจื ืื ืฆืืื ืจืืงืืืขืก ืคืึทืจืืจืขื ืืขื ืืื ืื ืจืื ืืขืฉืึทืก ืฉืคึผืืฅ ืืึธืืื.
ืืึทืืืจื ืืืืฃ ืื ืจืขืืืืืืื ืคืื ืื ืืงืขืจืืืง ืคึผืจืึธืืข, ืขืก ืคืืจืงืขืจื ืืืืก ืึทื ืื ืกืืืืึทืฆืืข ืืื ืืึธืืืื ื ืจืืงืืืขืก ืืื ืืืื ืืืคึผืจืืืื. ืึธืืขืจ, ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืึทืืืื ืืื ื ืืฉื ืกืึธืืืืข ืึทืืข ืงืึทื ืงืขืจืึทื ืกื ืคึผืจืึธืืืขืืก.
ืืึธืก ืืื ืจืขืื ืฆื ืจืืกืืจืืงืฉืึทื ื ืืืืฃ ืื ืืืืคึผืก ืคืื ืงืืืืจืื ืืืึธืก ืงืขื ืขื ื ืืฆื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื. ืคึฟืึทืจ ืืืึทืฉืคึผืื, ืื ืืืืจืื ืืึธืื ืคืืืข ืืืฉื ืืื ืื ืืขืจืืขืึทืืืขื ืกืึธืจื ืฉืืืกืืขื, ืืื ืจืืึฟ ืคืื ืืื ืืืขืจ ืืืขืจืงืืึธืื ืืื ืฉืจืืืื.
ืืึธืืฉ ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืืื ื ืืฉื ืึท ืื ืืืืขืจืกืึทื ืืืืืื ื ืคึฟืึทืจ ืืึทืฉืืขืืืงื WLM, ืื ื ืืฆื ืคืื ืืขื ืฉืืจืื ืืื ืคึผืฉืื ืืื ืกืืจืืืืคืึธืจืืืขืจื.
ืืขืจืืืขืจ, ืืขืจ ืืืืจ ืจืขืงืึทืืขื ืื ื ืืฆื ืขืก ืคึฟืึทืจ ืืืื WLM ืงืืื. ืึธื ืืืืื ืืื ืืืื ืคึผืึทืจืึทืืขื ืงื ืืื ืืื ืืึธื ืืืึธืจ ืื ืฉืคึผืืฅ ืืึทืกืข ืืืจื ืื ืงืึทื ืกืึธืื ืฆื ืืึทืฉืืืกื ืืืื ืื ื ืืึทืข ืงืืึทืกืืขืจื ืืขื ืขื ืืึธืจ ืืืืึทืืืืื.
ืืื AWS ืืืกืืฃ ืฉืืืฆื ืคึฟืึทืจ ื ืึธื ืึธื ืคึฟืจืขื ืืืืคึผืก ืืื ืืืฉื, ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืืึธื ืืืกืืขืืืืืึทื ืืืขืจื ืืขืจ ืืื ืืขืจ ืขืคืขืงืืืื.
ืืึทืืขืจืงืื ื ืคืื Daniyar Belkhodzhaev, Skyeng Data Engineer
ืืืจ ืืื Skyeng ืืืื ืืื ืืืืขืจืงื ืื ืืืขืจืืืฉืื ื ืืขืืืขืืงืืื ืคืื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื.
ืื ืคืึทื ืืงืฉืึทื ืึทืืืื ืืื ืืืืขืจ ืึทืืจืึทืงืืืื, ืกืคึผืขืฆืืขื ืงืึทื ืกืืืขืจืื ื ืึทื AWS ืขืกืืึทืืึทืฅ ืึทื ืจืืึฟ ืืืืขืจื ืืืขื ื ืืฉื ืืคืืื ืืึธืื ืฆื ืืึทืฆืึธืื ืขืงืกืืจืข ืคึฟืึทืจ ืขืก.ืขืก ืืึธื ืืื ืึทืืื ืืขืืจืึธืคื, ืึทื ืืื ืืืื ืึทืคึผืจืื ืืึธืื ืืืจ ืืขืืึทื ืึทื ืืืืืขืืืืื ืืืขืืข ืคืืขืงื ืคืื ืืขืื ืฆืื ืจืขืืฉืืคื ืงื ืืื. ืืขืฉืึทืก ืืขื ืคึผืขืจืืึธื, ืืืจ ืึธืคื ืจืืืึธืจืืื ืฆื ืงืึธื ืงืืจืจืขื ืกื ืกืงืืืืื ื; ืืื ืึทื ื ืึธื ืงื ืืื ืืขืืจืืขื 24 ืฉืขื ืึท ืืึธื ืึธื ืกืืึธืคึผืคึผืื ื.
ืืึธืก ืืื ืืขืืืขื ืืขืืืขื, ืืืื ื ืืฉื ืฆื ืืึธืจ ืกืึธืืืืข ืื ืคึผืจืึธืืืขื ืืื ืงืืื, ืืื ืืื ืืกืืขืจ ืฆื ืืึทืื ืื ืกืืืืึทืฆืืข ืคึผืึทืกืืง.
ืืื ืืืขืจ ืึทืืืขืจืืืืืฉืึทื ื ืืึทืจืืขืื ืฆืื ืืืคืคืึทืื ืืื ืื ืืืคึผืจืขืกืกืืึธื ืก ืคืื ืื ืืืื ืคึฟืื intermix.io.
ืืืจ ืืึธืื ืืืื ืืืืขืจืงื ืึทื ืืึธืืฉ ืขืก ืืขื ืขื ืืขืืืขื ืจืืงืืืขืก ืืืืจืื ืืื ืืขืจ ืจืื, ื ืื ืึทืืข ืจืืงืืืขืก ืืขื ืขื ืืื ืคืึธืจืืืขืจืืื ืฆื ืื ืคึผืึทืจืึทืืขื ืงื ืืื. ืืฉืืขืืช ืืึธืก ืืึทืคึผืึทื ื ืืืืึทื ืื ืคึผืึทืจืึทืืขื ืงื ืืื ื ืึธื ื ืขืื ืฆืืื ืฆื ืึธื ืืืืื. ืืื ืึท ืจืขืืืืืึทื, ืืขืฉืึทืก ืงืืจืฅ-ืืขืจืืื ืฉืคึผืืฅ ืืึธืืื ืืืจ ื ืึธื ืืึธืื ืงืืืื ืงืืื, ืืื ืื ืงืึธืจืึทืกืคึผืึทื ืืื ื ืึทืืึทืจืืก ืืึธืื ืฆืืื ืฆื ืฆืื ืื.
ืืื ื ืืืจ ืืึธืื ืืึทืงืืืขื ืืึทืคืจืืึทืขื ืคืื ืึทืื ืึธืจืืึทื ืืึธืืื ืืื ืืคืจืื, ืืืจ, ืืื AWS ืืขืจืืืึทืจื, ืืจืืื ืื ืืืืืืึธืืืง ื ืืฆื ืืึธืืข - ืืื ืื ืคืจืื ื ืึธืจืืึทื.
ืืืจ ืงืขื ืขื ืฉืคึผืืจ ืืืื ืคึผืึทืจืึทืืขื ืกืงืืืืื ื ืงืึธืก ืืื AWS ืงืึธืกื Explorer. ืืืจ ืืึทืจืคึฟื ืฆื ืกืขืืขืงืืืจื ืกืขืจืืืืก - ืจืขืืฉืืคื, ืืึทื ืืฅ ืืืคึผ - CS, ืืืฉื USW2-CS:dc2.large.ืืืจ ืงืขื ืขื ืืืืขื ืขื ืืขืจ ืืืขืื ืคึผืจืืืกืึทื ืืื ืจืืกืืฉ
ืืงืืจ: www.habr.com