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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
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Shigeru Okuyama(@sgrokym)
November 04, 2023
Technology
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380
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
Shigeru Okuyama(@sgrokym)
November 04, 2023
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Transcript
IoT CTO #aws_carnival 2 0 2 3 / 1 1
/ 0 4
IoT
⛰ ⛄ 🏀 🍵 🎆 AWS DynamoDB / Shigeru Okuyama
CTO
None
None
( )
None
None
None
OLTP OLTP OLTP OLTP OLTP OLTP (GB) OLTP
OLTP : https://aws.amazon.com/jp/compare/the-difference-between-olap-and-oltp/
: https://aws.amazon.com/jp/compare/the-difference-between-olap-and-oltp/ OLTP OLAP OLAP OLAP ( )
OLAP OLAP (TB) (PB) OLAP OLAP
OLTP OLAP 2 頻
IoT OLTP OLAP OLTP OLAP 2 頻
None
2~6 (Lambda 2 5 6 MB 10sec )
None
A few seasons later … 🗿
🛠
🛠 プ プ プ
None
🛠 プ プ プ ( )
🆕 ( 1300% 21 ) 2~6 n
( )
🆕 ( 1300% 21 ) 2~6 n
🤔 ,SI
😥 ,SI CU 頻 / 頻
None
ER : https://pages.awscloud.com/rs/ 7
✗ り
IoT ~24 mSec 24 頻 n ~n 10 5 ~10
(Attribute)
None
( )Timestream Timestream SQL(ANSI- 2 0 0 3 SQL) JOIN
🆕 S 3 S 3 AWS Backup
DynamoDB Timestream ⾒
DynamoDB Timestream ⾒ DynamoDB 24 / /
1 / mSec DynamoDB Redis MemoryDB
DynamoDB Timestream ⾒ Timestream KinesisDataStreams for DDB,Lambda
Timesteam DynamoDB Timestream ⾒
DynamoDB Timestream ⾒ ⚠Timestream Timestream DynamoDB
Quota Write/Query API
(ap-northeast- 1 ) 2 0 2 3 / 1 1
/ 3
(ap-northeast- 1 ) 2 0 2 3 / 1 1
/ 3 87%
DynamoDB TTL 24 ~n Timestream Minimum 1 (5~10 )
Timestream (5~10 ) S 3 Unload
DynamoDB ( 4KB ) Timestream ( 10MB ) DynamoDB
GSI, DB Timestream 2 70% ( ) 30%
None
None
DynamoDB Timestream ⾒ ( )
None