Download as PDF, PPTX
Uploaded byAmazon Web Services Korea
Amazon re:MARS를 통해 본 클라우드 기술의 미래 - 윤석찬 (AWS 테크에반젤리스트)
The document discusses advancements in machine learning, robotics, and automation, highlighting Amazon Web Services (AWS) initiatives like Robomaker and Ground Station. It touches on the anticipated rise of mobile autonomous robots in logistics, with projections for widespread adoption by 2023 and 2030. The content also emphasizes the necessity for specialized skills in machine learning for the development of intelligent robotic applications.
More Related Content
Similar to Amazon re:MARS를 통해 본 클라우드 기술의 미래 - 윤석찬 (AWS 테크에반젤리스트)
![[금융사를 위한 AWS Generative AI Day 2023] 8_Wrap-up과 QnA_금융사의 AI와 관련하...](https://cdn.slidesharecdn.com/ss_thumbnails/8wrap-upqnaaiaws-230818064528-6153c04e-thumbnail.jpg?width=640&height=640&fit=bounds)
![[AWS Dev Day] 인공지능 / 기계 학습 | 개발자를 위한 수백만 사용자 대상 기계 학습 서비스 확장 하기 - 윤석찬 AWS 수석테...](https://cdn.slidesharecdn.com/ss_thumbnails/scalableawsmlservicefromzerotomillions-190927015651-thumbnail.jpg?width=640&height=640&fit=bounds)
![[AWS Dev Day] 인공지능 / 기계 학습 | AWS 기반 기계 학습 자동화 및 최적화를 위한 실전 기법 - 남궁영환 AWS 솔루션...](https://cdn.slidesharecdn.com/ss_thumbnails/20190926-devday-aiml3-younghwan-final-190930020120-thumbnail.jpg?width=640&height=640&fit=bounds)
![[발표본] 너의 과제는 클라우드에 있어_KTDS_김동현_20250524.pdf](https://cdn.slidesharecdn.com/ss_thumbnails/ktds20250524-250804103857-22eedc71-thumbnail.jpg?width=640&height=640&fit=bounds)
![[D3T2S01] Amazon Aurora MySQL 메이저 버전 업그레이드 및 Amazon B/G Deployments 실습](https://cdn.slidesharecdn.com/ss_thumbnails/d3t2s01amazonaurorabluegreendeployment-240702042226-3ae36566-thumbnail.jpg?width=640&height=640&fit=bounds)
![[D3T1S03] Amazon DynamoDB design puzzlers](https://cdn.slidesharecdn.com/ss_thumbnails/d3t1s03amazondynamodbdesignpuzzlers-240702042912-ad6df881-thumbnail.jpg?width=640&height=640&fit=bounds)
![[D3T2S03] Data&AI Roadshow 2024 - Amazon DocumentDB 실습](https://cdn.slidesharecdn.com/ss_thumbnails/d3t2s03documentdbhandson-240702042224-047bbc2c-thumbnail.jpg?width=640&height=640&fit=bounds)
![[D3T1S04] Aurora PostgreSQL performance monitoring and troubleshooting by use...](https://cdn.slidesharecdn.com/ss_thumbnails/d3t1s04aurorapostgresqlperformancemonitoringandtroubleshooting-240702042912-5df626e3-thumbnail.jpg?width=640&height=640&fit=bounds)
![[D3T1S01] Gen AI를 위한 Amazon Aurora 활용 사례 방법](https://cdn.slidesharecdn.com/ss_thumbnails/d3t1s01genaiamazonaurora-240702042912-516e67f4-thumbnail.jpg?width=640&height=640&fit=bounds)
![[D3T1S06] Neptune Analytics with Vector Similarity Search](https://cdn.slidesharecdn.com/ss_thumbnails/d3t1s06neptuneanalyticsvectorsilimliaritysearch-240702042912-94c41309-thumbnail.jpg?width=640&height=640&fit=bounds)
![[D3T1S02] Aurora Limitless Database Introduction](https://cdn.slidesharecdn.com/ss_thumbnails/d3t1s02auroralimitlessdatabaseintroduction-240702042911-cb5552b7-thumbnail.jpg?width=640&height=640&fit=bounds)
![[D3T1S05] Aurora 혼합 구성 아키텍처를 사용하여 예상치 못한 트래픽 급증 대응하기](https://cdn.slidesharecdn.com/ss_thumbnails/d3t1s05aurora-240702042911-c7f3f22d-thumbnail.jpg?width=640&height=640&fit=bounds)
![[Keynote] 슬기로운 AWS 데이터베이스 선택하기 - 발표자: 강민석, Korea Database SA Manager, WWSO, A...](https://cdn.slidesharecdn.com/ss_thumbnails/d3s01aws-230704014400-3eeae447-thumbnail.jpg?width=640&height=640&fit=bounds)
![[D3T1S07] AWS S3 - 클라우드 환경에서 데이터베이스 보호하기](https://cdn.slidesharecdn.com/ss_thumbnails/d3t1s07-240702042911-cb134cd6-thumbnail.jpg?width=640&height=640&fit=bounds)
![5G Explained! A High Level Overview [Introduction]](https://cdn.slidesharecdn.com/ss_thumbnails/5gexplainedahighleveloverview-260119165306-cc137a3e-thumbnail.jpg?width=640&height=640&fit=bounds)
Amazon re:MARS를 통해 본 클라우드 기술의 미래 - 윤석찬 (AWS 테크에반젤리스트)
- 1. 3SH UT WL23BC “ y h & 3GC
- 2. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. n r s l r B G SG T CNSGCF GSG T L T P GS G GPN F T S D GF i “
- 3. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. Machine Learning, Automation, Robots, Space https://remars.amazon.com/
- 4. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. 3OC P SG1 3 An hd $ $ f h f h 3: pr “ “ r 4EF m P3 4EF“ ~ ~ k ▶ “ w “ https://www.youtube.com/channel/ UCgkkeHebGYy7udnkNAeBv0w
- 5. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. Werner Vogels, CTO of Amazon.com
- 6. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. 8S O CE PG GCSP PI 6GGR GCSP PI
- 7. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. 6GGR GCSP PI 2
- 8. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. 6GGR GCSP PI h x © Jeff Dean, Trends and Developments in Deep Learning Research http://www.slideshare.net/AIFrontiers/jeff-dean-trends-and-developments-in-deep-learning-research
- 9. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. . 3% errors 2011 5% errors humans 26% errors © Jeff Dean, Trends and Developments in Deep Learning Research http://www.slideshare.net/AIFrontiers/jeff-dean-trends-and-developments-in-deep-learning-research 2016
- 10. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. , /o k 6GGR GCSP PI —u k & t s - v rs( he p u m i rs( LTT WL H LW& 6PWLJ UW UM UWLJH PTN
- 11. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. 5 ? e o ” 3OC P 5 ? • AI 7 4 GP VL I )) :CH • -)%2/) 6H74 N P . ) GPX 6 OP • 1:5 :CH • 1n :CH “ , aVL RP% 1aVL RP /aVL RP ?G C8 ?T 94'T 9AE' U'9AE F PT % n x
- 12. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. ? …z r2 p3.2xlarge = $5 per hour 5AE ,& d p3.2xlarge x 20 = $100 per hour
- 13. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. = $30 per hour
- 14. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. $aws ec2-run-instances ami-b232d0db --instance-count 20 --instance-type p2.8xlarge --region us-east-1 --user-data my_data_training.sh $aws ec2-stop-instances i-10a64379 3A w f a s 5 )56 k t g a
- 15. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. y k http://www.fast.ai/2018/08/10/fastai-diu-imagenet// • 0d A-( 0 RHWNL / … GT G - —u x 1- % • ", o • A DUWJ k k 63G 4LTJ k s . x
- 16. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved.
- 17. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. 3OC P 9 c • Just Walk-Out • 계산대 없이 편리한 쇼핑 경험을 주기 위한 기술 • 컴퓨터 비전, 센서 융합 및 딥러닝 알고리즘 활용 • 시애틀 시범 매장 베타 운영 (2017) 시작 후, 일반 공개 완료 (2018.1)
- 18. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. 66GI 7L L 7L L C TX % C T LNb 7L L o ( ea c 4WLc X FLRP LUP
- 19. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. f DLXOL “ 4 ▶ s 6AA 6 X V T XLV AP LV AP U B6E “ l s % % . s g
- 20. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved.
- 21. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. Amazon Personalize 3SH UT ALW UTHRP L d he c z r i rs( HRRP H WP THS W & 9RUIHR :LHK& C WH LN T PN ' 6USPTU AP H T LWVWP L Amazon Forecast 3SH UT UWLJH p y & h ib rs( l & 5 ” D C “”
- 22. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved.
- 23. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. 3OC P • ↑ I4 • z • ↑ 3 /)d0. . • l3 .)" h • 3 )"i • ,n ↑ .%)))n ) -
- 24. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. 3OC P ?S OG3 S y • • z • :CF ↓ • ) / ) 0 2013 2015 2016 2019
- 25. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. 0 y - $ n $ $ l ↓ … ↓ …
- 26. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. y c
- 27. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. 로봇 공학은 협업, 자율 이동성 및 인공 지능의 궁극적 변화 중으로, 다양한 산업 현장에서 사용 중 Source: IDTechEx • 물류 • 건설 • 소매 • 건강 관리 로봇 산업으로 영향 받는 산업 • 농업 • 에너지 관리 • 석유와 가스 • 시설 관리 2023 년까지 모바일 자율 로봇이 물류 및 이행 프로세스의 표준으로 부상 할 것으로 예상됩니다. 2030 년까지 모든 모바일 자재 취급 장비의 70 %가 자율적으로 운영됩니다 ▶ b
- 28. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. 2 지능형 로봇 기능 개발을 위한 기계 학습 전문 기술 필요 지속적인 프로토타입 개발 및 변경 필요 로봇 기계 조립 및 작업 설정이 하루 이상 시간 소요 현실에 가까운 시뮬레이션 환경 구축에 한달 이상 걸림 애플리케이션 관리 시스템과 통합 하는데 시간 소요
- 29. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. 지능형 로봇 어플리케이션 손쉽게 개발, 테스트 및 배포 서비스 AWS RoboMaker 프로그램 개발 환경 지원 시뮬레이션 환경 지원 오픈 소스 로봇 운영체제 (ROS) 지원 로봇 장치 관리 및 업데이트
- 30. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. 9 u % 4JF E M LUP k k E M LUP EBF u n ’ ▶ “ v 4JF o k “ 4JF E M LUP n l t k y z % 9 P E M x 68B D CMGS ea
- 31. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved.
- 32. “f “ m k1) k e ” k “ t PQQ ▶ te “ “ % “ t Jeff Bezos CEO, Amazon.com - X P XP 4 NTL T X ) 0 9T P TOP 6SL
- 33. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. h 5 DGAC j 2 • 8B 2 “ /) k • “ k ▶ n p
- 34. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. © 2018 Amazon Web Services, Inc. or its Affiliates. All rights reserved. • w • “ ↑ • z % 정부기관 학교/연구소 기업 개별 위성국
- 35. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. eaz g © 2018 Amazon Web Services, Inc. or its Affiliates. All rights reserved. 3 • • • • 4JF l • 4JF % AWS Ground Station 정부기관 학교/연구소 기업
- 36. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. 인공 위성 제어 및 데이터 송수신을 위한 완전 관리 서비스로서 우주 스타트업 창업 비용 획기적 절감 가능 AWS Ground Station 위성 안테나를 통해 저궤도 (LEO) 및 중궤도(MEO) 소형 인공 위성 제어가능 위성 연결 채널 예약을 통해 동시에 S-band, X-band and UHF 다운링크 지원 전송 받은 위성 데이터를 안전한 VPC 내에서 다양한 AWS 분석 서비스 활용 가능
- 37. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. 9S PF A C P 3 8L S B MT 8B POT W 8L S B MT 8B ▶ 3 F MLXO% K MLXO LXO H 9 O XVTXU 3 n
- 39. © 2019, AmazonWeb Services, Inc. or its affiliates. All rights reserved. Q&A