SlideShare a Scribd company logo
1 of 29
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Build a 360° Immersive Media Video
Solution on AWS
N o v e m b e r 2 7 , 2 0 1 7
M A E 4 0 5
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Workshop Agenda – 2.5 Hours
• Immersive Landscape
• Capture and Distribution
• Lab 1 – Live Streaming Service
• Lab 2 – VOD Recording
• Lab 3 – Caching and CDN
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Where Are Immersive Experiences?
•News
•Film
•Music and Sports
•Social Media
•Tourism
•Advertising
•Architecture
•Real Estate
•Education
•Healthcare
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
VR Industry Landscape
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Immersive ExperiencesAccessibility
Immersion
360° Video
Augmented Reality
Virtual Reality
Immersive Video
• An emerging medium
• The first “VR” experience for
many audiences
• A stepping stone to mass VR
• Easy to produce, challenging
to distribute and monetize
Flat Video
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Immersive Capture and
Distribution
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Stages of Streaming
Process
Transcode
Transform
Package
DRM
Capture
Film
Encode
Stitch
Edit
Deliver
Originate
Cache
Authenticate
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Omnidirectional Capture
• Number of sensors
• Mono (2D) and/or Stereo (3D)
• Resolution/FPS/Field-of-Vision
• Stitching/Encoding/Streaming
• Image Stabilization
• Audio Capture Capabilities
• Battery Life/Drain
• Onboard Storage
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Got Depth?
Monoscopic (2D)
• Single recording per FoV
• Most common
• Cost-effective
Stereoscopic (3D)
• Two recordings per FoV
• Gives sense of depth
• Often lower resolution
• More expensive “The early bird catches the worm” – 1900 E.R.
McCollister
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Equirectangular Projection
deformation
wasted bits
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Equirectangular Projection
deformation
wasted bits
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
360˚Stitching & Transformation
Equirectangular
Widely used and supported
Easy to process
Low pixel density where it counts
Cubemap, Pyramid, Barrel
Smaller file sizes
Streaming Optimizations
Higher Resolution = HMD viewing
Poor ecosystem support
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
What about audio?
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Contribution Considerations
• Bandwidth constraints?
• Managed or unmanaged
network?
• Packet loss? Alternate
paths?
• Latency a consideration?
• Cost?
• Codec support?
ProcessCapture
Protocol Ecosys Latency Commercials
RTMP (TCP) High Med “Free”
HLS (TCP) Med High “Free”
RTP (UDP + FEC) Low Low Open
Contribution
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Adaptive Bitrate Streaming
4K
SD
manifest
10s 10s 10s 10s 10s
HD
client
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Live Media Processing on AWS
• Web/App Server
• Reverse Proxy
• NGINX-RTMP
• Swiss-army encoder
• Live / VOD
• Transmux / re-package
FFmpeg
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Delivery
• High resolution = high bandwidth
• View-dependent adaptive streaming
can help
• Strongly consider your own cache tier
• Always use a CDN
• Always use HTTP protocols (HLS/DASH) Deliver
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Client – Mozilla A-Frame and hls.js
…
<a-scene>
<a-assets timeout="10000">
<video id="video" src="autoplay loop"></video>
</a-assets>
<a-videosphere src="#video"></a-videosphere>
</a-scene>
…
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Stages of Streaming
Process
Transcode
Transform
Package
DRM
Capture
Film
Encode
Stitch
Edit
Deliver
Originate
Cache
Authenticate
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Hands-On Lab
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
What Are We Building?
360˚Monocular Live Streaming Service with
Sphere Projection Client
amzn.to/immersive
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab 0 – Launch Architecture
amzn.to/immersive
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Demo While We Wait
amzn.to/immersive
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab 1 – Live Streaming Service
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab 2 – Video-on-Demand
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lab 3 – Reliability and Load Testing
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Full Architecture
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Cleanup Steps
1. Delete objects in S3 Buckets
2. Delete stack in CloudFormation
Please fill out your survey!
… and pick up stickers in the back
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Key Takeaways – Immersive Video
• Stepping stone on the road to mass virtual reality adoption
• Unique experience that has wide-ranging application, not just
within the entertainment industry
• Challenges in capture, projection, and distribution domains
• Combines well-known technologies in a new way
• La Carte Projection Map c.100AD
• Stereoscopic Image c.1838
• Ambisonic Audio c.1970
• Video Streaming

More Related Content

What's hot

AWS Black Belt Techシリーズ AWS CloudTrail & CloudWatch Logs
AWS Black Belt Techシリーズ AWS CloudTrail & CloudWatch LogsAWS Black Belt Techシリーズ AWS CloudTrail & CloudWatch Logs
AWS Black Belt Techシリーズ AWS CloudTrail & CloudWatch LogsAmazon Web Services Japan
 
Hands-on SaaS: Constructing multi-tenant solutions with AWS - SVC307 - New Yo...
Hands-on SaaS: Constructing multi-tenant solutions with AWS - SVC307 - New Yo...Hands-on SaaS: Constructing multi-tenant solutions with AWS - SVC307 - New Yo...
Hands-on SaaS: Constructing multi-tenant solutions with AWS - SVC307 - New Yo...Amazon Web Services
 
AWS Black Belt Online Seminar 2017 Amazon Kinesis
AWS Black Belt Online Seminar 2017 Amazon KinesisAWS Black Belt Online Seminar 2017 Amazon Kinesis
AWS Black Belt Online Seminar 2017 Amazon KinesisAmazon Web Services Japan
 
JAWS-UG初心者支部 リザーブドインスタンス買ってみた
JAWS-UG初心者支部 リザーブドインスタンス買ってみたJAWS-UG初心者支部 リザーブドインスタンス買ってみた
JAWS-UG初心者支部 リザーブドインスタンス買ってみた佐藤 雅樹
 
AWS Black Belt Techシリーズ Amazon Route53
AWS Black Belt Techシリーズ Amazon Route53AWS Black Belt Techシリーズ Amazon Route53
AWS Black Belt Techシリーズ Amazon Route53Amazon Web Services Japan
 
20191127 AWS Black Belt Online Seminar Amazon CloudWatch Container Insights で...
20191127 AWS Black Belt Online Seminar Amazon CloudWatch Container Insights で...20191127 AWS Black Belt Online Seminar Amazon CloudWatch Container Insights で...
20191127 AWS Black Belt Online Seminar Amazon CloudWatch Container Insights で...Amazon Web Services Japan
 
AWS Black Belt Techシリーズ Amazon SNS / Amazon SQS
AWS Black Belt Techシリーズ Amazon SNS / Amazon SQSAWS Black Belt Techシリーズ Amazon SNS / Amazon SQS
AWS Black Belt Techシリーズ Amazon SNS / Amazon SQSAmazon Web Services Japan
 
AWS Webcast - On-Demand Video Streaming using Amazon CloudFront
AWS Webcast - On-Demand Video Streaming using Amazon CloudFront  AWS Webcast - On-Demand Video Streaming using Amazon CloudFront
AWS Webcast - On-Demand Video Streaming using Amazon CloudFront Amazon Web Services
 
QNet Business - BUSINESS PLANNER_EN - IR ID No Vn002907
QNet Business - BUSINESS PLANNER_EN - IR ID No Vn002907QNet Business - BUSINESS PLANNER_EN - IR ID No Vn002907
QNet Business - BUSINESS PLANNER_EN - IR ID No Vn002907EnglishOnline.edu.vn
 
AWS Black Belt Online Seminar Elastic Load Balancing
AWS Black Belt Online Seminar Elastic Load BalancingAWS Black Belt Online Seminar Elastic Load Balancing
AWS Black Belt Online Seminar Elastic Load BalancingAmazon Web Services Japan
 
사례로 알아보는 Database Migration Service : 데이터베이스 및 데이터 이관, 통합, 분리, 분석의 도구 - 발표자: ...
사례로 알아보는 Database Migration Service : 데이터베이스 및 데이터 이관, 통합, 분리, 분석의 도구 - 발표자: ...사례로 알아보는 Database Migration Service : 데이터베이스 및 데이터 이관, 통합, 분리, 분석의 도구 - 발표자: ...
사례로 알아보는 Database Migration Service : 데이터베이스 및 데이터 이관, 통합, 분리, 분석의 도구 - 발표자: ...Amazon Web Services Korea
 
Écriture de Sous-Interrogations Synchronisées | SQL Oracle
Écriture de Sous-Interrogations Synchronisées | SQL OracleÉcriture de Sous-Interrogations Synchronisées | SQL Oracle
Écriture de Sous-Interrogations Synchronisées | SQL Oraclewebreaker
 
(SDD415) NEW LAUNCH: Amazon Aurora: Amazon’s New Relational Database Engine |...
(SDD415) NEW LAUNCH: Amazon Aurora: Amazon’s New Relational Database Engine |...(SDD415) NEW LAUNCH: Amazon Aurora: Amazon’s New Relational Database Engine |...
(SDD415) NEW LAUNCH: Amazon Aurora: Amazon’s New Relational Database Engine |...Amazon Web Services
 
AWS Summit Seoul 2023 | 오픈소스 데이터베이스로 탈 오라클! Why not?
AWS Summit Seoul 2023 | 오픈소스 데이터베이스로 탈 오라클! Why not?AWS Summit Seoul 2023 | 오픈소스 데이터베이스로 탈 오라클! Why not?
AWS Summit Seoul 2023 | 오픈소스 데이터베이스로 탈 오라클! Why not?Amazon Web Services Korea
 
AWS Black Belt Tech シリーズ 2016 - Amazon SES
AWS Black Belt Tech シリーズ 2016 - Amazon SESAWS Black Belt Tech シリーズ 2016 - Amazon SES
AWS Black Belt Tech シリーズ 2016 - Amazon SESAmazon Web Services Japan
 
신입 개발자가 스타트업에서 AWS로 살아남는 이야기 - 조용진, 모두의 캠퍼스 :: AWS Summit Seoul 2019
신입 개발자가 스타트업에서 AWS로 살아남는 이야기 - 조용진, 모두의 캠퍼스 :: AWS Summit Seoul 2019신입 개발자가 스타트업에서 AWS로 살아남는 이야기 - 조용진, 모두의 캠퍼스 :: AWS Summit Seoul 2019
신입 개발자가 스타트업에서 AWS로 살아남는 이야기 - 조용진, 모두의 캠퍼스 :: AWS Summit Seoul 2019Amazon Web Services Korea
 
Amazon SNS+SQSによる Fanoutシナリオの話
Amazon SNS+SQSによる Fanoutシナリオの話Amazon SNS+SQSによる Fanoutシナリオの話
Amazon SNS+SQSによる Fanoutシナリオの話Yoichi Toyota
 
AWS Black Belt Online Seminar 2017 Amazon Aurora
AWS Black Belt Online Seminar 2017 Amazon AuroraAWS Black Belt Online Seminar 2017 Amazon Aurora
AWS Black Belt Online Seminar 2017 Amazon AuroraAmazon Web Services Japan
 
【勉強会資料】Systems Managerによるパッチ管理 for PCI DSS
【勉強会資料】Systems Managerによるパッチ管理 for PCI DSS【勉強会資料】Systems Managerによるパッチ管理 for PCI DSS
【勉強会資料】Systems Managerによるパッチ管理 for PCI DSSNobuhiro Nakayama
 
[PGConf.ASIA 2018]Deep Dive on Amazon Aurora with PostgreSQL Compatibility
[PGConf.ASIA 2018]Deep Dive on Amazon Aurora with PostgreSQL Compatibility[PGConf.ASIA 2018]Deep Dive on Amazon Aurora with PostgreSQL Compatibility
[PGConf.ASIA 2018]Deep Dive on Amazon Aurora with PostgreSQL CompatibilityAmazon Web Services Japan
 

What's hot (20)

AWS Black Belt Techシリーズ AWS CloudTrail & CloudWatch Logs
AWS Black Belt Techシリーズ AWS CloudTrail & CloudWatch LogsAWS Black Belt Techシリーズ AWS CloudTrail & CloudWatch Logs
AWS Black Belt Techシリーズ AWS CloudTrail & CloudWatch Logs
 
Hands-on SaaS: Constructing multi-tenant solutions with AWS - SVC307 - New Yo...
Hands-on SaaS: Constructing multi-tenant solutions with AWS - SVC307 - New Yo...Hands-on SaaS: Constructing multi-tenant solutions with AWS - SVC307 - New Yo...
Hands-on SaaS: Constructing multi-tenant solutions with AWS - SVC307 - New Yo...
 
AWS Black Belt Online Seminar 2017 Amazon Kinesis
AWS Black Belt Online Seminar 2017 Amazon KinesisAWS Black Belt Online Seminar 2017 Amazon Kinesis
AWS Black Belt Online Seminar 2017 Amazon Kinesis
 
JAWS-UG初心者支部 リザーブドインスタンス買ってみた
JAWS-UG初心者支部 リザーブドインスタンス買ってみたJAWS-UG初心者支部 リザーブドインスタンス買ってみた
JAWS-UG初心者支部 リザーブドインスタンス買ってみた
 
AWS Black Belt Techシリーズ Amazon Route53
AWS Black Belt Techシリーズ Amazon Route53AWS Black Belt Techシリーズ Amazon Route53
AWS Black Belt Techシリーズ Amazon Route53
 
20191127 AWS Black Belt Online Seminar Amazon CloudWatch Container Insights で...
20191127 AWS Black Belt Online Seminar Amazon CloudWatch Container Insights で...20191127 AWS Black Belt Online Seminar Amazon CloudWatch Container Insights で...
20191127 AWS Black Belt Online Seminar Amazon CloudWatch Container Insights で...
 
AWS Black Belt Techシリーズ Amazon SNS / Amazon SQS
AWS Black Belt Techシリーズ Amazon SNS / Amazon SQSAWS Black Belt Techシリーズ Amazon SNS / Amazon SQS
AWS Black Belt Techシリーズ Amazon SNS / Amazon SQS
 
AWS Webcast - On-Demand Video Streaming using Amazon CloudFront
AWS Webcast - On-Demand Video Streaming using Amazon CloudFront  AWS Webcast - On-Demand Video Streaming using Amazon CloudFront
AWS Webcast - On-Demand Video Streaming using Amazon CloudFront
 
QNet Business - BUSINESS PLANNER_EN - IR ID No Vn002907
QNet Business - BUSINESS PLANNER_EN - IR ID No Vn002907QNet Business - BUSINESS PLANNER_EN - IR ID No Vn002907
QNet Business - BUSINESS PLANNER_EN - IR ID No Vn002907
 
AWS Black Belt Online Seminar Elastic Load Balancing
AWS Black Belt Online Seminar Elastic Load BalancingAWS Black Belt Online Seminar Elastic Load Balancing
AWS Black Belt Online Seminar Elastic Load Balancing
 
사례로 알아보는 Database Migration Service : 데이터베이스 및 데이터 이관, 통합, 분리, 분석의 도구 - 발표자: ...
사례로 알아보는 Database Migration Service : 데이터베이스 및 데이터 이관, 통합, 분리, 분석의 도구 - 발표자: ...사례로 알아보는 Database Migration Service : 데이터베이스 및 데이터 이관, 통합, 분리, 분석의 도구 - 발표자: ...
사례로 알아보는 Database Migration Service : 데이터베이스 및 데이터 이관, 통합, 분리, 분석의 도구 - 발표자: ...
 
Écriture de Sous-Interrogations Synchronisées | SQL Oracle
Écriture de Sous-Interrogations Synchronisées | SQL OracleÉcriture de Sous-Interrogations Synchronisées | SQL Oracle
Écriture de Sous-Interrogations Synchronisées | SQL Oracle
 
(SDD415) NEW LAUNCH: Amazon Aurora: Amazon’s New Relational Database Engine |...
(SDD415) NEW LAUNCH: Amazon Aurora: Amazon’s New Relational Database Engine |...(SDD415) NEW LAUNCH: Amazon Aurora: Amazon’s New Relational Database Engine |...
(SDD415) NEW LAUNCH: Amazon Aurora: Amazon’s New Relational Database Engine |...
 
AWS Summit Seoul 2023 | 오픈소스 데이터베이스로 탈 오라클! Why not?
AWS Summit Seoul 2023 | 오픈소스 데이터베이스로 탈 오라클! Why not?AWS Summit Seoul 2023 | 오픈소스 데이터베이스로 탈 오라클! Why not?
AWS Summit Seoul 2023 | 오픈소스 데이터베이스로 탈 오라클! Why not?
 
AWS Black Belt Tech シリーズ 2016 - Amazon SES
AWS Black Belt Tech シリーズ 2016 - Amazon SESAWS Black Belt Tech シリーズ 2016 - Amazon SES
AWS Black Belt Tech シリーズ 2016 - Amazon SES
 
신입 개발자가 스타트업에서 AWS로 살아남는 이야기 - 조용진, 모두의 캠퍼스 :: AWS Summit Seoul 2019
신입 개발자가 스타트업에서 AWS로 살아남는 이야기 - 조용진, 모두의 캠퍼스 :: AWS Summit Seoul 2019신입 개발자가 스타트업에서 AWS로 살아남는 이야기 - 조용진, 모두의 캠퍼스 :: AWS Summit Seoul 2019
신입 개발자가 스타트업에서 AWS로 살아남는 이야기 - 조용진, 모두의 캠퍼스 :: AWS Summit Seoul 2019
 
Amazon SNS+SQSによる Fanoutシナリオの話
Amazon SNS+SQSによる Fanoutシナリオの話Amazon SNS+SQSによる Fanoutシナリオの話
Amazon SNS+SQSによる Fanoutシナリオの話
 
AWS Black Belt Online Seminar 2017 Amazon Aurora
AWS Black Belt Online Seminar 2017 Amazon AuroraAWS Black Belt Online Seminar 2017 Amazon Aurora
AWS Black Belt Online Seminar 2017 Amazon Aurora
 
【勉強会資料】Systems Managerによるパッチ管理 for PCI DSS
【勉強会資料】Systems Managerによるパッチ管理 for PCI DSS【勉強会資料】Systems Managerによるパッチ管理 for PCI DSS
【勉強会資料】Systems Managerによるパッチ管理 for PCI DSS
 
[PGConf.ASIA 2018]Deep Dive on Amazon Aurora with PostgreSQL Compatibility
[PGConf.ASIA 2018]Deep Dive on Amazon Aurora with PostgreSQL Compatibility[PGConf.ASIA 2018]Deep Dive on Amazon Aurora with PostgreSQL Compatibility
[PGConf.ASIA 2018]Deep Dive on Amazon Aurora with PostgreSQL Compatibility
 

Similar to Build a 360° Immersive Media Video Solution on AWS - MAE405 - re:Invent 2017

Building an Immersive VR Streaming Solution on AWS - AWS Online Tech Talks
Building an Immersive VR Streaming Solution on AWS - AWS Online Tech TalksBuilding an Immersive VR Streaming Solution on AWS - AWS Online Tech Talks
Building an Immersive VR Streaming Solution on AWS - AWS Online Tech TalksAmazon Web Services
 
NEW LAUNCH! Build your own live streaming and on-demand video service with AW...
NEW LAUNCH! Build your own live streaming and on-demand video service with AW...NEW LAUNCH! Build your own live streaming and on-demand video service with AW...
NEW LAUNCH! Build your own live streaming and on-demand video service with AW...Amazon Web Services
 
How Netflix Encodes at Scale - CMP309 - re:Invent 2017
How Netflix Encodes at Scale - CMP309 - re:Invent 2017How Netflix Encodes at Scale - CMP309 - re:Invent 2017
How Netflix Encodes at Scale - CMP309 - re:Invent 2017Amazon Web Services
 
CTD405_Building Serverless Video Workflows
CTD405_Building Serverless Video WorkflowsCTD405_Building Serverless Video Workflows
CTD405_Building Serverless Video WorkflowsAmazon Web Services
 
NEW LAUNCH! Hear how the Pac-12 is using AWS Elemental MediaStore and explore...
NEW LAUNCH! Hear how the Pac-12 is using AWS Elemental MediaStore and explore...NEW LAUNCH! Hear how the Pac-12 is using AWS Elemental MediaStore and explore...
NEW LAUNCH! Hear how the Pac-12 is using AWS Elemental MediaStore and explore...Amazon Web Services
 
ARC330_How the BBC Built a Massive Media Pipeline Using Microservices
ARC330_How the BBC Built a Massive Media Pipeline Using MicroservicesARC330_How the BBC Built a Massive Media Pipeline Using Microservices
ARC330_How the BBC Built a Massive Media Pipeline Using MicroservicesAmazon Web Services
 
Integrating Video in Mobile Apps and Websites - MBL308 - re:Invent 2017
Integrating Video in Mobile Apps and Websites - MBL308 - re:Invent 2017Integrating Video in Mobile Apps and Websites - MBL308 - re:Invent 2017
Integrating Video in Mobile Apps and Websites - MBL308 - re:Invent 2017Amazon Web Services
 
ARC311_Serverless Encoding at Scale with Content Moderation via Deep Learning...
ARC311_Serverless Encoding at Scale with Content Moderation via Deep Learning...ARC311_Serverless Encoding at Scale with Content Moderation via Deep Learning...
ARC311_Serverless Encoding at Scale with Content Moderation via Deep Learning...Amazon Web Services
 
Learn how to build serverless applications using the AWS Serverless Platform-...
Learn how to build serverless applications using the AWS Serverless Platform-...Learn how to build serverless applications using the AWS Serverless Platform-...
Learn how to build serverless applications using the AWS Serverless Platform-...Amazon Web Services
 
AWS Edge Media Services
AWS Edge Media ServicesAWS Edge Media Services
AWS Edge Media ServicesM5sime
 
NEW LAUNCH! Stream video from edge devices to AWS for playback, storage and p...
NEW LAUNCH! Stream video from edge devices to AWS for playback, storage and p...NEW LAUNCH! Stream video from edge devices to AWS for playback, storage and p...
NEW LAUNCH! Stream video from edge devices to AWS for playback, storage and p...Amazon Web Services
 
Secure Your Cloud Deployment. Learn how with AWS and Barracuda.
 Secure Your Cloud Deployment. Learn how with AWS and Barracuda. Secure Your Cloud Deployment. Learn how with AWS and Barracuda.
Secure Your Cloud Deployment. Learn how with AWS and Barracuda.Amazon Web Services
 
CMP213_GPU(G3) Applications in Media and Entertainment Workloads
CMP213_GPU(G3) Applications in Media and Entertainment WorkloadsCMP213_GPU(G3) Applications in Media and Entertainment Workloads
CMP213_GPU(G3) Applications in Media and Entertainment WorkloadsAmazon Web Services
 
CON203_Driving Innovation with Containers
CON203_Driving Innovation with ContainersCON203_Driving Innovation with Containers
CON203_Driving Innovation with ContainersAmazon Web Services
 
Driving Innovation with Containers - CON203 - re:Invent 2017
Driving Innovation with Containers - CON203 - re:Invent 2017Driving Innovation with Containers - CON203 - re:Invent 2017
Driving Innovation with Containers - CON203 - re:Invent 2017Amazon Web Services
 
Learn How AWS is Enabling the World's Most Advanced Media Workflows - CTD202 ...
Learn How AWS is Enabling the World's Most Advanced Media Workflows - CTD202 ...Learn How AWS is Enabling the World's Most Advanced Media Workflows - CTD202 ...
Learn How AWS is Enabling the World's Most Advanced Media Workflows - CTD202 ...Amazon Web Services
 
Cache Me If You Can Minimizing Latency While Optimizing Cost Through Advanced...
Cache Me If You Can Minimizing Latency While Optimizing Cost Through Advanced...Cache Me If You Can Minimizing Latency While Optimizing Cost Through Advanced...
Cache Me If You Can Minimizing Latency While Optimizing Cost Through Advanced...Amazon Web Services
 
ATC303-Cache Me If You Can Minimizing Latency While Optimizing Cost Through A...
ATC303-Cache Me If You Can Minimizing Latency While Optimizing Cost Through A...ATC303-Cache Me If You Can Minimizing Latency While Optimizing Cost Through A...
ATC303-Cache Me If You Can Minimizing Latency While Optimizing Cost Through A...Amazon Web Services
 
MAE303-OTT State of Play Innovation at Netflix, Hulu, Amazon Video, and AWS E...
MAE303-OTT State of Play Innovation at Netflix, Hulu, Amazon Video, and AWS E...MAE303-OTT State of Play Innovation at Netflix, Hulu, Amazon Video, and AWS E...
MAE303-OTT State of Play Innovation at Netflix, Hulu, Amazon Video, and AWS E...Amazon Web Services
 

Similar to Build a 360° Immersive Media Video Solution on AWS - MAE405 - re:Invent 2017 (20)

Building an Immersive VR Streaming Solution on AWS - AWS Online Tech Talks
Building an Immersive VR Streaming Solution on AWS - AWS Online Tech TalksBuilding an Immersive VR Streaming Solution on AWS - AWS Online Tech Talks
Building an Immersive VR Streaming Solution on AWS - AWS Online Tech Talks
 
NEW LAUNCH! Build your own live streaming and on-demand video service with AW...
NEW LAUNCH! Build your own live streaming and on-demand video service with AW...NEW LAUNCH! Build your own live streaming and on-demand video service with AW...
NEW LAUNCH! Build your own live streaming and on-demand video service with AW...
 
How Netflix Encodes at Scale - CMP309 - re:Invent 2017
How Netflix Encodes at Scale - CMP309 - re:Invent 2017How Netflix Encodes at Scale - CMP309 - re:Invent 2017
How Netflix Encodes at Scale - CMP309 - re:Invent 2017
 
CTD405_Building Serverless Video Workflows
CTD405_Building Serverless Video WorkflowsCTD405_Building Serverless Video Workflows
CTD405_Building Serverless Video Workflows
 
NEW LAUNCH! Hear how the Pac-12 is using AWS Elemental MediaStore and explore...
NEW LAUNCH! Hear how the Pac-12 is using AWS Elemental MediaStore and explore...NEW LAUNCH! Hear how the Pac-12 is using AWS Elemental MediaStore and explore...
NEW LAUNCH! Hear how the Pac-12 is using AWS Elemental MediaStore and explore...
 
ARC330_How the BBC Built a Massive Media Pipeline Using Microservices
ARC330_How the BBC Built a Massive Media Pipeline Using MicroservicesARC330_How the BBC Built a Massive Media Pipeline Using Microservices
ARC330_How the BBC Built a Massive Media Pipeline Using Microservices
 
Integrating Video in Mobile Apps and Websites - MBL308 - re:Invent 2017
Integrating Video in Mobile Apps and Websites - MBL308 - re:Invent 2017Integrating Video in Mobile Apps and Websites - MBL308 - re:Invent 2017
Integrating Video in Mobile Apps and Websites - MBL308 - re:Invent 2017
 
ARC311_Serverless Encoding at Scale with Content Moderation via Deep Learning...
ARC311_Serverless Encoding at Scale with Content Moderation via Deep Learning...ARC311_Serverless Encoding at Scale with Content Moderation via Deep Learning...
ARC311_Serverless Encoding at Scale with Content Moderation via Deep Learning...
 
Learn how to build serverless applications using the AWS Serverless Platform-...
Learn how to build serverless applications using the AWS Serverless Platform-...Learn how to build serverless applications using the AWS Serverless Platform-...
Learn how to build serverless applications using the AWS Serverless Platform-...
 
AWS Edge Media Services
AWS Edge Media ServicesAWS Edge Media Services
AWS Edge Media Services
 
NEW LAUNCH! Stream video from edge devices to AWS for playback, storage and p...
NEW LAUNCH! Stream video from edge devices to AWS for playback, storage and p...NEW LAUNCH! Stream video from edge devices to AWS for playback, storage and p...
NEW LAUNCH! Stream video from edge devices to AWS for playback, storage and p...
 
Secure Your Cloud Deployment. Learn how with AWS and Barracuda.
 Secure Your Cloud Deployment. Learn how with AWS and Barracuda. Secure Your Cloud Deployment. Learn how with AWS and Barracuda.
Secure Your Cloud Deployment. Learn how with AWS and Barracuda.
 
CMP213_GPU(G3) Applications in Media and Entertainment Workloads
CMP213_GPU(G3) Applications in Media and Entertainment WorkloadsCMP213_GPU(G3) Applications in Media and Entertainment Workloads
CMP213_GPU(G3) Applications in Media and Entertainment Workloads
 
CON203_Driving Innovation with Containers
CON203_Driving Innovation with ContainersCON203_Driving Innovation with Containers
CON203_Driving Innovation with Containers
 
Driving Innovation with Containers - CON203 - re:Invent 2017
Driving Innovation with Containers - CON203 - re:Invent 2017Driving Innovation with Containers - CON203 - re:Invent 2017
Driving Innovation with Containers - CON203 - re:Invent 2017
 
MAE201_Media & Entertainment
MAE201_Media & EntertainmentMAE201_Media & Entertainment
MAE201_Media & Entertainment
 
Learn How AWS is Enabling the World's Most Advanced Media Workflows - CTD202 ...
Learn How AWS is Enabling the World's Most Advanced Media Workflows - CTD202 ...Learn How AWS is Enabling the World's Most Advanced Media Workflows - CTD202 ...
Learn How AWS is Enabling the World's Most Advanced Media Workflows - CTD202 ...
 
Cache Me If You Can Minimizing Latency While Optimizing Cost Through Advanced...
Cache Me If You Can Minimizing Latency While Optimizing Cost Through Advanced...Cache Me If You Can Minimizing Latency While Optimizing Cost Through Advanced...
Cache Me If You Can Minimizing Latency While Optimizing Cost Through Advanced...
 
ATC303-Cache Me If You Can Minimizing Latency While Optimizing Cost Through A...
ATC303-Cache Me If You Can Minimizing Latency While Optimizing Cost Through A...ATC303-Cache Me If You Can Minimizing Latency While Optimizing Cost Through A...
ATC303-Cache Me If You Can Minimizing Latency While Optimizing Cost Through A...
 
MAE303-OTT State of Play Innovation at Netflix, Hulu, Amazon Video, and AWS E...
MAE303-OTT State of Play Innovation at Netflix, Hulu, Amazon Video, and AWS E...MAE303-OTT State of Play Innovation at Netflix, Hulu, Amazon Video, and AWS E...
MAE303-OTT State of Play Innovation at Netflix, Hulu, Amazon Video, and AWS E...
 

More from Amazon Web Services

Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...Amazon Web Services
 
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...Amazon Web Services
 
Esegui pod serverless con Amazon EKS e AWS Fargate
Esegui pod serverless con Amazon EKS e AWS FargateEsegui pod serverless con Amazon EKS e AWS Fargate
Esegui pod serverless con Amazon EKS e AWS FargateAmazon Web Services
 
Costruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWSCostruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWSAmazon Web Services
 
Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot Amazon Web Services
 
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...Amazon Web Services
 
OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...Amazon Web Services
 
Microsoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows WorkloadsMicrosoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows WorkloadsAmazon Web Services
 
Database Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatareDatabase Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatareAmazon Web Services
 
Crea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJSCrea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJSAmazon Web Services
 
API moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e webAPI moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e webAmazon Web Services
 
Database Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatareDatabase Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatareAmazon Web Services
 
Tools for building your MVP on AWS
Tools for building your MVP on AWSTools for building your MVP on AWS
Tools for building your MVP on AWSAmazon Web Services
 
How to Build a Winning Pitch Deck
How to Build a Winning Pitch DeckHow to Build a Winning Pitch Deck
How to Build a Winning Pitch DeckAmazon Web Services
 
Building a web application without servers
Building a web application without serversBuilding a web application without servers
Building a web application without serversAmazon Web Services
 
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...Amazon Web Services
 
Introduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container ServiceIntroduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container ServiceAmazon Web Services
 

More from Amazon Web Services (20)

Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
 
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
 
Esegui pod serverless con Amazon EKS e AWS Fargate
Esegui pod serverless con Amazon EKS e AWS FargateEsegui pod serverless con Amazon EKS e AWS Fargate
Esegui pod serverless con Amazon EKS e AWS Fargate
 
Costruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWSCostruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWS
 
Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot
 
Open banking as a service
Open banking as a serviceOpen banking as a service
Open banking as a service
 
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
 
OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...
 
Microsoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows WorkloadsMicrosoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows Workloads
 
Computer Vision con AWS
Computer Vision con AWSComputer Vision con AWS
Computer Vision con AWS
 
Database Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatareDatabase Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatare
 
Crea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJSCrea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJS
 
API moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e webAPI moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e web
 
Database Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatareDatabase Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatare
 
Tools for building your MVP on AWS
Tools for building your MVP on AWSTools for building your MVP on AWS
Tools for building your MVP on AWS
 
How to Build a Winning Pitch Deck
How to Build a Winning Pitch DeckHow to Build a Winning Pitch Deck
How to Build a Winning Pitch Deck
 
Building a web application without servers
Building a web application without serversBuilding a web application without servers
Building a web application without servers
 
Fundraising Essentials
Fundraising EssentialsFundraising Essentials
Fundraising Essentials
 
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
 
Introduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container ServiceIntroduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container Service
 

Build a 360° Immersive Media Video Solution on AWS - MAE405 - re:Invent 2017

  • 1. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Build a 360° Immersive Media Video Solution on AWS N o v e m b e r 2 7 , 2 0 1 7 M A E 4 0 5
  • 2. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Workshop Agenda – 2.5 Hours • Immersive Landscape • Capture and Distribution • Lab 1 – Live Streaming Service • Lab 2 – VOD Recording • Lab 3 – Caching and CDN
  • 3. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Where Are Immersive Experiences? •News •Film •Music and Sports •Social Media •Tourism •Advertising •Architecture •Real Estate •Education •Healthcare
  • 4. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. VR Industry Landscape
  • 5. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Immersive ExperiencesAccessibility Immersion 360° Video Augmented Reality Virtual Reality Immersive Video • An emerging medium • The first “VR” experience for many audiences • A stepping stone to mass VR • Easy to produce, challenging to distribute and monetize Flat Video
  • 6. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Immersive Capture and Distribution
  • 7. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Stages of Streaming Process Transcode Transform Package DRM Capture Film Encode Stitch Edit Deliver Originate Cache Authenticate
  • 8. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Omnidirectional Capture • Number of sensors • Mono (2D) and/or Stereo (3D) • Resolution/FPS/Field-of-Vision • Stitching/Encoding/Streaming • Image Stabilization • Audio Capture Capabilities • Battery Life/Drain • Onboard Storage
  • 9. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Got Depth? Monoscopic (2D) • Single recording per FoV • Most common • Cost-effective Stereoscopic (3D) • Two recordings per FoV • Gives sense of depth • Often lower resolution • More expensive “The early bird catches the worm” – 1900 E.R. McCollister
  • 10. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Equirectangular Projection deformation wasted bits
  • 11. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Equirectangular Projection deformation wasted bits
  • 12. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 360˚Stitching & Transformation Equirectangular Widely used and supported Easy to process Low pixel density where it counts Cubemap, Pyramid, Barrel Smaller file sizes Streaming Optimizations Higher Resolution = HMD viewing Poor ecosystem support
  • 13. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. What about audio?
  • 14. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Contribution Considerations • Bandwidth constraints? • Managed or unmanaged network? • Packet loss? Alternate paths? • Latency a consideration? • Cost? • Codec support? ProcessCapture Protocol Ecosys Latency Commercials RTMP (TCP) High Med “Free” HLS (TCP) Med High “Free” RTP (UDP + FEC) Low Low Open Contribution
  • 15. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Adaptive Bitrate Streaming 4K SD manifest 10s 10s 10s 10s 10s HD client
  • 16. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Live Media Processing on AWS • Web/App Server • Reverse Proxy • NGINX-RTMP • Swiss-army encoder • Live / VOD • Transmux / re-package FFmpeg
  • 17. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Delivery • High resolution = high bandwidth • View-dependent adaptive streaming can help • Strongly consider your own cache tier • Always use a CDN • Always use HTTP protocols (HLS/DASH) Deliver
  • 18. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Client – Mozilla A-Frame and hls.js … <a-scene> <a-assets timeout="10000"> <video id="video" src="autoplay loop"></video> </a-assets> <a-videosphere src="#video"></a-videosphere> </a-scene> …
  • 19. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Stages of Streaming Process Transcode Transform Package DRM Capture Film Encode Stitch Edit Deliver Originate Cache Authenticate
  • 20. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Hands-On Lab
  • 21. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. What Are We Building? 360˚Monocular Live Streaming Service with Sphere Projection Client amzn.to/immersive
  • 22. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab 0 – Launch Architecture amzn.to/immersive
  • 23. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Demo While We Wait amzn.to/immersive
  • 24. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab 1 – Live Streaming Service
  • 25. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab 2 – Video-on-Demand
  • 26. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Lab 3 – Reliability and Load Testing
  • 27. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Full Architecture
  • 28. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Cleanup Steps 1. Delete objects in S3 Buckets 2. Delete stack in CloudFormation Please fill out your survey! … and pick up stickers in the back
  • 29. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Key Takeaways – Immersive Video • Stepping stone on the road to mass virtual reality adoption • Unique experience that has wide-ranging application, not just within the entertainment industry • Challenges in capture, projection, and distribution domains • Combines well-known technologies in a new way • La Carte Projection Map c.100AD • Stereoscopic Image c.1838 • Ambisonic Audio c.1970 • Video Streaming