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MongoDB
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? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
SK Telecom ???? ??
? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
TANGO ??
T A N G O ( T - A D V A N C E D N E X T G E N E R A T I O N O S S ) ? ? ? ? ? ? ? ? ?
TANGO??
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? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
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? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
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? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
???? DB ?? ??
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? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
???? DB ?? ??
G R A V I T O N ? ? ? ? ? ? ? ? ? ? ? ?
TANGO ??????? ?? ?? ? ?? ??? ?? Graviton vs Intel ?? ??? ??
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? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
[??] Graviton Test ???
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? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
???? DB ?? ??
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[TANGO STG ??]
? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Lesson Learned
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DMS ?? Tool ?? ??, ? ??? ??? ??? ?? ?? ?? ? ???
Oracle? ?? ?? E2E ?? ??
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SQL ?? ??? ?? ??, ??? DB ? ???? ??? ? ??? ??? ??
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DB ?? ?? ?? (? 56%), DB ??? ?? ???? ?? ?? ??? ??
Graviton ?? ??, ??? ???? ?? ?? ??, ???? ?? ?? ??
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?? ???? ?? ???? ??, ?? ???? ???? ?? ?? ??
? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
???? (23?)
? ? ? ? ? ? ? ? ? ? ? S 3 ? ? ? ? ? ? ? ? ? ? ? ? ?
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?? ?? ? ???? ?? DB? S3(Athena)? ?? ??
1
2
3
TANGO? ???? ?? ?? ?? (3G, LTE, IP ?? ?? ?)
???? DB ?? ??
? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.
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? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.

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  • 1. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ???? ??????? ? ???! Why Not? ??? ?????? ?????? ???? ???? AWS ??? ???? ??? (TANGO ???? ??????) SK Telecom
  • 2. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ? ?? ??????? ?? ?????? ??? ? ? ???? ?????? ???? ?? ?? ? SK Telecom ¡°TANGO¡± ???? ?? ? ???? ?? ? ?? ? ?? ?? Agenda
  • 3. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ?????? ???? ?? ?? ?? ?? ?? & ??? ??? ?? & ??? ?? ????, ?? ???, & ?? ???
  • 4. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ??? ??? ???? ?? ???? . . . . . . ???? ???, ?? ????? ? ?? ?????? ?? ?????? ?? ???? ?? ?????? ?? ??? ?? ??? ? + ??+ ??? ??? ?????? ???? ?? ???
  • 5. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Amazon? ??? ? ? : ? ? ? ? ? ? ? ? ? ? ? ?? ?????? + ?? ? ?? ?????? + 2 ?? ? ???? ?????? ???? ???
  • 6. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ?????? ??? ???? ??? ??????? ?? ?? ?? ??????? ?? ?? ?? ??????? ??? Oracle SQL Server MongoDB Redis ¡­ Amazon Aurora Amazon RDS Amazon DocumentDB Amazon ElastiCache Amazon MemoryDB Oracle SQL Server IBM DB2 Sybase ¡­ Amazon Aurora Amazon RDS Oracle SQL Server MySQL PostgreSQL ¡­ Amazon DynamoDB Amazon Elasticache Amazon Neptune Amazon DocumentDB Amazon Timestream ¡­ ?? ??? AWS ??? ?? ?? ?? ???? ???? ???
  • 7. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. 1 ??: ??? ??????? ?? ??? ?????? ?? ???, ?? ???, ?? ??? ? ?? ?? ?? ? ??? ??? ?? ?? ???? ???? ?????? ?? Amazon RDS, Amazon Aurora
  • 8. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. 2 ??: ?? ? ?? ???? ??? ???? ?? ?? ? ??? ?? ? ??? ?? ?? ?? ?? ? ?? ?? ?? ? ??? ?? ?? ?? ? ??? ??? ? ???? ?? ? ?? ? ??? ??? ??? ??? ??? ??? ?? Amazon ElastiCache ????? ??? ?? ???? ??? ???? Amazon MemoryDB ???? ???? ?????? ?? Amazon RDS, Amazon Aurora
  • 9. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. 3 ??: ? ??? ??? ?? ???? ?? ?? ? ??? ?? ??? ?? ? ???? ??? ??? ??? ??? ???? ??? ?? ? ??? ? ??? ? ?? ?-??, ??? ??? ??? ??? ?? Amazon DynamoDB ???? ?? ??? ?? Amazon DocumentDB ??? ?? ??? ?? Amazon Keyspaces ??? ??? ??? ?? Amazon ElastiCache ????? ??? ?? ???? ??? ???? Amazon MemoryDB ???? ???? ?????? ?? Amazon RDS, Amazon Aurora
  • 10. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. 4 ??: ???? ??? ?? ?? ??? ??? ?? Amazon Timestream ??? ? ??? ??? ??? Amazon Neptune ?? ??? ?? ??? Amazon QLDB ?? ??? ?? ? ?? ??? ? ?? ?? ? ?? ? ??? ? ?? ??? ? ??? ?? ?? ? ??? ? ??? ? ?? ?-??, ??? ??? ??? ??? ?? Amazon DynamoDB ???? ?? ??? ?? Amazon DocumentDB ??? ??? ??? ?? Amazon ElastiCache ????? ??? ?? ???? ??? ???? Amazon MemoryDB ???? ???? ?????? ?? Amazon RDS, Amazon Aurora ??? ?? ??? ?? Amazon Keyspaces
  • 11. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ?? ?? ???????? ???? ?????. ? ? ? ? ? ? ? ? ? ? ? ? ???? ?? ??? NoSQL? ?? Amazon DynamoDB, Amazon DocumentDB, Amazon Keyspaces ?? ??: ???, ??, ???, ??, ?? ???, ?? ??? ??? ????? ??? ?????? ???? ?? Amazon Aurora, Amazon RDS ?? ??: ???, ?? ???, ?? ??? ?? ? ?-???? ???? ???? ?? Amazon ElastiCache, Amazon MemoryDB ?? ??: ??? ? ?? 1 2 3 ?? ??? ?? ? ?? ??? ?? ?????? ???? ?? Amazon Neptune, Amazon Timestream, Amazon QLDB ?? ??: ???, ??, ???, ??, ?? ???, ?? ??? 4
  • 12. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. SK Telecom ???? ??
  • 13. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. TANGO ?? T A N G O ( T - A D V A N C E D N E X T G E N E R A T I O N O S S ) ? ? ? ? ? ? ? ? ? TANGO?? ? SKT ? ?? ??? ? ????: ?? ??, ??, ??, ? ?? ?? ? ??: O, I, PF, A, EC? 5?? ???? ?? ??? ???? ?? ?? ?? ? ???? DB ?? ?? ?? (21?) ? 5G ? ?? ??? (22?) ? 3G, LTE, IP ? ????? (23?) ? ???? ? ???? (24?) TANGO O Operation: ??, ?? ?? I PF A EC Inventory: ???? Platform: ???? Analytics : ??? ?? Engineering & Construction: ?? ? ?? ???? ?? ?? On Premise ??
  • 14. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ???? ?? ?? ? ? ? ? ? ? T A N G O ? ? ? ? ? ? ? ? ? ? ? ? ? ???? ???? ?? MSA/???? ?? ?? [???/??? ??] ??? ?????? ??? ?? ?? ????? ?? ??, ?? ? ??? ??? ??? ? ???? DB ?? ? ??? [????/??? ??] TCO ?? ?? ?? ??/??? ?? [???/??? ???] ???? ???? ??? ?? IT ?? ??? ?? ?? ? ?? ?? [?? ??/?? ??] ??? ???? (????)
  • 15. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ??? ?? ? ??? ??? ?? ? ??? ??? ??? DB ? ? ??? ?? ?? ?? ? ?? ? ?? ??? ??? ?? ?? ?? ?? ? AI ?? ? ??? ??? ?? ?? ?? ? ??? ??? ?? S/W ???? ?? ?? ?? ? ?? ??? ??? ?? ?? ? DB ?? : ???? ?????? ? ?? ?? ? ? ??(LTE/5G)? ?? ?? ?? ?? ? ??? ?? ? ???(AI) ? ??? ?? ? ?? ?? ??? ?? ???? ?? ?? ? ? ? ? D B ? ? : ? ? ? ? ? ? ? ? ? ? ? ? ? ? [?? DB? ??? ??]
  • 16. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ???? DB ?? ?? ? ? ? ? ? ? ? ? ? ? ? ?? ?? ??? ?? ?? ??? ???? DB ?? ??? ?? ?? (?? ???) ? ??/?? ???(APM) ? ?? ??? ? ??? ??? ? Graviton ?? ? ?? ?? ?? RDS ?? ? ??/?? ??? ?? ?? ??? ? ??? DB ?? ? ?? ? ??? ??? ?? ? ?? ?? ? Query Awareness ? S3 ?? (DB ??) ? SQL ?? ??? ?? ? ??? ?? ???? ??? ??? ?? ?? ?? ? ??? ? ?? ??/??? ? ??? ?? ?? ?? ? DB ?? ? SQL ?? ??
  • 17. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ???? DB ?? ?? ? ? ? ? ? ? ? ? ? ? ? ? ??? DB ? NoSQL ? ??? DB ?? ?? - ??? ??? ?? - Join? ?? ?? - RDB? ????? ?? - ??? ??? ?? ?? - ?? ?? ?? - Vacuum ?? ? ??? ?? ?? - ?? ?? (?? ?? ??) - ?? ??? - ?? ??? - ?? ?? ?? DB ?? DB ?? ???/?? ??? ? MySQL ? PostgreSQL ? Aurora MySQL ? RDS for MySQL ? Serverless ? EC2? ?? ?? ? Oracle ??????? ??, ?? ?? ? ???? ??? ??? ??? DB ?? ??
  • 18. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ???? DB ?? ?? ? ? ? ? ? ? ? ? ? ? ? ? D B ? ? ? ? [Oracle DB, All-Active ??, ????] [Aurora MySQL, Master-Slave ??, ?? ????] ?? ?? ? DB ?? ? ???? ?? ???? DB ?? DB ?? ? ??? ??? ??? ?? ? ?? ?? ?? ??? ??? ??? Key ?? ? ??) ???? ID ?? ??? ?? S3 ?? ? ?? ??? ?? ???? ???? DB ???? ?? Query Awareness ??? ?? ?? ? Slave (Read Replica) ??? Select Query ?? ? Master ??? ?? ??
  • 19. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ???? DB ?? ?? S Q L ? ? ? ? ? ? ? ? ? ? [ SQL ?? ? ?? ?? ] [ SQL ?? ??? ?? ] ???? ?? ?? ? ?? ??? ?? MySQL ?? ????? ?? ?? SQL ??? ?? ?? ??? ????, ?? ??? ?? ??? ?? ?? ? ?? ?? ??
  • 20. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ???? DB ?? ?? ? ? ? ? ? ? ? ? ? ?? ?? ? DMS? ???? Oracle?? Aurora MySQL? ??? ?????? ?? DMS? ??? ?? ??? ?? ??? ??? ??? ? ??? ?? ??? ?? ??? ??
  • 21. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ???? DB ?? ?? G R A V I T O N ? ? ? ? ? ? ? ? ? ? ? ? TANGO ??????? ?? ?? ? ?? ??? ?? Graviton vs Intel ?? ??? ?? ?? : TANGO ?? ??, ??? ?? DB? ?? ?? ??? ???, ??? ? ?? Graviton? ??? ??? ?? Graviton CPU? ??? 11.7% ???? ??? ? 1.3? ?? ???? TANGO ?? ???? AVG CPU ??? (%) 74% 98% 17% 16% KPI2 DB PRI DB ? 1.3? Select Latency(ms) 301 ms 681 ms 23ms 24ms KPI2 DB KPI1 DB ? 2.3? DML Latency(ms) 682 ms 903 ms 444 ms 490 ms KPI2 DB PI6 DB ? 1.3? Graviton Intel
  • 22. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. [??] Graviton Test ??? ? Pri DB: ?? ??? ?? ? KPI DB1: Core ?? KPI ?? ? KPI DB:2 ??? ?? KPI ?? ? PI DB1~9: ??? ?? ??
  • 23. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ???? DB ?? ?? ? ? ? ? ? ? ?? ??? ?? ? ??? ??? ?? ??? ??? ??? ?? ?? ??? ?? ? ??? ??? ?? Read Replica ?? ? ??/?? ??? ??/?? ??? ?? ?? [TANGO STG ??]
  • 24. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. Lesson Learned ??? ?????? ? ??? ?? ??? ? ??? ?? ?? ?? DMS ?? Tool ?? ??, ? ??? ??? ??? ?? ?? ?? ? ??? Oracle? ?? ?? E2E ?? ?? ?? ? ???? ?? DB ???(??) ?? ?? ?? ?? ? ?????? ?? ??? ?? ?? ??? ?? ?? SQL ?? ??? ?? ??, ??? DB ? ???? ??? ? ??? ??? ?? 1 2 3 DB ?? ?? ?? (? 56%), DB ??? ?? ???? ?? ?? ??? ?? Graviton ?? ??, ??? ???? ?? ?? ??, ???? ?? ?? ?? 4 ?? ???? ?? ???? ??, ?? ???? ???? ?? ?? ??
  • 25. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ???? (23?) ? ? ? ? ? ? ? ? ? ? ? S 3 ? ? ? ? ? ? ? ? ? ? ? ? ? ???? DB ?? ?? ??? ???? ??, ?? ??? ???? ?? Slave DB? ?? ?? ?? ??? ?? ?????? ?? ??? ?? ?? ? ???? ?? DB? S3(Athena)? ?? ?? 1 2 3 TANGO? ???? ?? ?? ?? (3G, LTE, IP ?? ?? ?) ???? DB ?? ??
  • 26. ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved. ????? ? 2023, Amazon Web Services, Inc. or its affiliates. All rights reserved.