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酪農IoTにおけるリアルタイム分析 @AWSカーニバル 2023-11-04

Sponsored · Ship Features Fearlessly Turn features on and off without deploys. Used by thousands of Ruby developers. →
Avatar for Shigeru Okuyama(@sgrokym) Shigeru Okuyama(@sgrokym)
November 04, 2023
Technology
440
0

酪農IoTにおけるリアルタイム分析 @AWSカーニバル 2023-11-04

2023年11月4日に開催されたAWSカーニバルのエゾウィン株式会社 CTO 奥山 森 登壇資料

Avatar for Shigeru Okuyama(@sgrokym)

Shigeru Okuyama(@sgrokym)

November 04, 2023

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Transcript

  1. IoT CTO #aws_carnival 2 0 2 3 / 1 1

    / 0 4

  2. IoT 


  3. ⛰ ⛄ 🏀 🍵 🎆 AWS DynamoDB / Shigeru Okuyama

    CTO 

  4. None
  5. None

  6. ( )

  7. None
  8. None
  9. None

  10. OLTP OLTP OLTP 
 OLTP OLTP OLTP 
 (GB) OLTP

    OLTP : https://aws.amazon.com/jp/compare/the-difference-between-olap-and-oltp/

  11. : https://aws.amazon.com/jp/compare/the-difference-between-olap-and-oltp/ OLTP OLAP OLAP 
 OLAP ( ) 


    OLAP OLAP (TB) (PB) OLAP OLAP

  12. OLTP OLAP 2 頻

  13. IoT 
 OLTP OLAP OLTP OLAP 2 頻

  14. None

  15. 2~6 
 (Lambda 2 5 6 MB 10sec )

  16. None

  17. A few seasons later … 🗿

  18. 🛠

  19. 🛠 プ プ プ

  20. None

  21. 🛠 プ プ プ ( )

  22. 🆕 
 ( 1300% 21 ) 2~6 n

  23. ( )

  24. 🆕 
 ( 1300% 21 ) 2~6 n

  25. 🤔 ,SI 


  26. 😥 ,SI CU 頻 
 / 
 頻

  27. None

  28. ER 
 : https://pages.awscloud.com/rs/ 7

  29. ✗ り 


  30. IoT ~24 mSec 24 頻 n ~n 10 5 ~10

    (Attribute)
  31. None

  32. ( )Timestream Timestream SQL(ANSI- 2 0 0 3 SQL) JOIN

    🆕 S 3 S 3 AWS Backup

  33. DynamoDB Timestream ⾒

  34. DynamoDB Timestream ⾒ DynamoDB 
 
 
 24 / /

    
 1 / 
 mSec 
 
 DynamoDB 
 
 Redis MemoryDB

  35. DynamoDB Timestream ⾒ Timestream 
 
 KinesisDataStreams for DDB,Lambda 


    
 Timesteam DynamoDB Timestream ⾒ 


  36. DynamoDB Timestream ⾒ ⚠Timestream Timestream DynamoDB 
 
 
 


    
 Quota Write/Query API

  37. (ap-northeast- 1 ) 2 0 2 3 / 1 1

    / 3

  38. (ap-northeast- 1 ) 2 0 2 3 / 1 1

    / 3 87%

  39. DynamoDB TTL 24 ~n Timestream Minimum 1 (5~10 ) 


    Timestream (5~10 ) 
 S 3 Unload

  40. DynamoDB ( 4KB ) 
 Timestream ( 10MB ) DynamoDB

    GSI, 
 DB Timestream 2 
 
 
 
 70% ( ) 30%
  41. None
  42. None

  43. 
 DynamoDB Timestream ⾒ 
 
 
 ( ) 


    

  44. None