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LG전자 - Amazon Aurora 및 RDS 블루/그린 배포를 이용한 데이터베이스 업그레이드 안정성 확보 - 발표자: 이은경 책임, L...LG전자 - Amazon Aurora 및 RDS 블루/그린 배포를 이용한 데이터베이스 업그레이드 안정성 확보 - 발표자: 이은경 책임, L...
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SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...
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SK Telecom - 망관리 프로젝트 TANGO의 오픈소스 데이터베이스 전환 여정 - 발표자 : 박승전, Project Manager, ...
 
코리안리 - 데이터 분석 플랫폼 구축 여정, 그 시작과 과제 - 발표자: 김석기 그룹장, 데이터비즈니스센터, 메가존클라우드 ::: AWS ...
코리안리 - 데이터 분석 플랫폼 구축 여정, 그 시작과 과제 - 발표자: 김석기 그룹장, 데이터비즈니스센터, 메가존클라우드 ::: AWS ...코리안리 - 데이터 분석 플랫폼 구축 여정, 그 시작과 과제 - 발표자: 김석기 그룹장, 데이터비즈니스센터, 메가존클라우드 ::: AWS ...
코리안리 - 데이터 분석 플랫폼 구축 여정, 그 시작과 과제 - 발표자: 김석기 그룹장, 데이터비즈니스센터, 메가존클라우드 ::: AWS ...
 
LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...
LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...
LG 이노텍 - Amazon Redshift Serverless를 활용한 데이터 분석 플랫폼 혁신 과정 - 발표자: 유재상 선임, LG이노...
 

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AWS re:Invent 2017 주요 신규 서비스 분야별 요약 - 윤석찬 (AWS테크에반젤리스트)

  • 1. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 5JF x 5KG @channyun
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  • 52. 5JF z 8M M MV % Amazon Redshift + R e d s h i f t S p e c t r u m Amazon QuickSight Amazon EMR H a d o o p , S p a r k , P r e s t o , P i g , H i v e … 1 9 t o t a l Amazon Athena Amazon Kinesis Amazon Elasticsearch Service AWS Glue S3 DATA LAKE Objects in your S3 data lake v v v v v v v v v v v v v v v v “ r k
  • 53. r t 5D G- r k . NEW! v Available in preview today GE r o G-F, F9 97G 8 seconds S3 Select가 아닌 경우 1.8 seconds S3 Select 사용 4.5배 빠름3 a g g r e g a t i o n s 1 t a b l e 4 f i l t e r s C O M P L E X P R E S T O Q U E R Y A g a i n s t a s t a n d a r d T P C - D S d a t a s e t 6 s u b - q u e r i e s w i t h e a c h c o n t a i n i n g : NPVR G9 97H R R N d NbNV NO R QNd NPVR k NPVR u t NPVR k
  • 54. Everything is ... a CLOUD! Everything is … BIG DATA! 4. Everything is … MACHINE LEARNING!
  • 55. 5 MdZY r z r z ~
  • 56. F R A M E W O R K S A N D I N T E R F A C E S A W S D E E P L E A R N I N G A P I Apache MXNet TensorFlowCaffe2 Torch KerasCNTK PyTorch Theano Gluon 5 MdZY 5 r NVIDIA Tesla V100 GPUs P3 1 Petaflop of compute NVLink 2.0 5,120 Tensor cores 128GB of memory ~14X faster than P2 P3 Instance Deep Learning AMI Frameworks
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  • 72. AWS ML Customers APPLICATION SERVICES Amazon Lex Amazon Polly Amazon Comprehend Amazon Translate Amazon Transcribe Amazon Rekognition Image Amazon Rekognition Video PLATFORM SERVICES Amazon SageMaker AWS DeepLens FRAMEWORKS AND INTERFACES AWS Deep Learning AMI Apache MXNet Caffe2 CNTK PyTorch TensorFlow Theano Torch Gluon Keras AWS ML Platform DATA LAKE STORAGE Amazon S3 SECURITY Access Control Encryption COMPUTE Powerful GPU and CPU Instances ANALYTICS Amazon Athena Amazon Redshift and Redshift Spectrum Amazon EMR (Spark, Hive, Presto, Pig) AWS Glue Amazon Kinesis Amazon QuickSight Amazon Macie AWS Organizations Complementary Services m v z r r
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