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Building Scalable
Immersive Media Solutions on AWS
Konstantin Wilms | Principal Solutions Architect
Amazon Web Services
What are we going to do today?
… build a 360 streaming solution
… talk about using AWS
… but seriously, what’s with the cheap 360 camera?
… using a few scripts, in about 10 minutes
When I was your age… we stitched space shuttles
Multi Camera, High Resolution, High Bandwidth, Low Compression
The Challenge
Origination Delivery
MULTI-CAMERA MEZ, LIVE
OR VOD CONTENT
B2C PLAYBACK TO CONSUMER
OR B2B DELIVERY
Encoding
CDN
Devices
Cost
Most of these challenges are solved by utilizing media encode and transport standards along
with AWS best practices for low latency, elastic, highly available infrastructure
AWS Media Ecosystem
Segments & Partners
Playout & Distribution
Visual Effects & Editing Analytics
DAM & Archive
Digital Supply Chain
Publishing
OTT
Acquisition
AWS Media Segments
Playout & Distribution
Elemental, EC2, S3/Glacier
EFS, CloudFront
Visual Effects & Editing
EC2, S3, EFS, EBS, GPU, DX
Analytics
Kinesis, DynamoDB
AML, RedShift, EMR
DAM & Archive
Snowball, S3, Glacier
EC2, DX, Lambda
DynamoDB, RDS
Digital Supply Chain
Elemental, EC2, S3/Glacier
CloudFront, EFS, Snowball
GPU, DX
Publishing
EC2, S3, Glacier,
ELB, CloudFront
OTT
Elemental
EC2, S3
CloudFront
Acquisition
Elemental, EC2,
S3/Glacier
CloudFront,
Snowball, DX
AWS Media Segments
M&E Partner EcoSystem
INGEST STORE MANAGE SECUREPROCESS
CREATE
MONETIZE
INTEGRATEDELIVER
SaaS BYOLPaaS
Mapping Services & Partners to an End to End Workflow
Building a Pipeline
Ingest Store Transform Process
PUSH OR PULL
MEZ, LIVE & VOD
CREATE A CENTRALIZED
CONTENT LAKE ON S3
MEDIA DELIVERY AND/OR
HANDS-ON POSTPRODUCTION
SCALE OUT ON ELASTIC
CAPACITY FOR ALL PROCESSING
Content production and post-production companies are leveraging AWS to accelerate and streamline creative, editing,
compositing and streaming delivery workloads with highly scalable cloud computing and storage.
Media Pipeline
Ingest
PUSH OR PULL
MEZ, LIVE & VOD
AWS Services
 Amazon S3 Transfer Acceleration: Remote location ingest
 AWS Direct Connect: For high bandwidth, deterministic live media
 AWS Snowball: Petabyte scale data transfer (in and out)
 Amazon Cloudfront: Global content delivery network
 Elemental Appliances: On-prem video encode/prep for ingest
Partners
Media Ingest
AWS Services
 Amazon S3: Highly scalable, durable object storage
 Amazon Glacier: Secure, durable, petabyte-scale data archival
 Amazon EFS: Simple, elastic, scalable file system
 Amazon EBS: Persistent block storage
 AWS Marketplace: Partner solutions for storage (on/off-prem)
Partners
Store
CREATE A CENTRALIZED
CONTENT LAKE ON S3
Asset Storage
Transform
MEDIA DELIVERY AND/OR
HANDS-ON POSTPRODUCTION
AWS Services
 Amazon EC2: Scalable CPU/GPU computing capacity
 Amazon Workspaces: GPU accelerated desktops in the cloud
 Amazon EFS: Simple, elastic, scalable file system
 Amazon EBS: Persistent block storage
 Amazon S3: Highly scalable, durable object storage
Partners
Content Transformation
Process
SCALE OUT ON ELASTIC
CAPACITY FOR ALL PROCESSING
AWS Services
 Amazon EC2: Scalable CPU/GPU/Spot computing capacity
 Amazon EFS: Simple, elastic, scalable file system
 Amazon EBS: Persistent block storage
 Amazon S3: Highly scalable, durable object storage
 Elemental Cloud: On-demand, scalable video processing
Partners
Elastic Processing
What’s really important for the VR/360 perspective?
Components
Media
Source
Playout
http://bit.ly/2fRnwvv
 Live & On-Demand (live recordings to VOD)
 Ingest & Processing - Better optics vs. more
cameras (parallax, diminishing returns)
 4k, AVCI, HEVC, H264/AAC
 ‘Internet’ / DX / Accelerated / Snowball
Ingest
 EC2 Spot for transcode (& proxies!) using
dynamic CPU/GPU FFMPEG
 HLSv3 w/ TN2224
 Clappr HTML5, VR Player PRO Mobile
Players
 Origin-based remap (needs correct PGM
maps) & Facebook transform filters
 Compute Intensive
Intel ES-2666 v3 (Haswell)
Optimized specifically for EC2
 Memory Intensive
Lowest price point per GiB of RAM
 GPUs
40K CUDA cores
192GB of video memory
 Enhanced Networking
Higher PPS, Low network jitter & latency
 IO Intensive
SSD Storage, EBS Optimized
 High Storage
24 x 2000 GiB per instance
Amazon S3
SQS Queues (orchestrated by Amazon SWF)
M4
M3
C4
C3 I3G2
R4
P2 D2
R3
X1
Compute
Editing
Amazon Workspaces
NVIDIA K520 GPU, 16GB RAM, 8 VCPUs
Teradici
H264 / PCoIP
Storage
Long Term
Archive
All tiers
accessible through
a single API
Oldest content trickles
down to glacier
automatically to save cost
Amazon S3
S3 Infrequent Access
Amazon Glacier
LifeCyclePolicies
Near-line
Storage
Frequently
Accessed
AWS
Marketplace
Amazon
Elastic Transcoder
Elemental
Technologies
AMI Model
Licensed S/W
Minimal Disruption
Proxies
Fast Integration
UGC & Prosumer
On-Prem & Cloud
Live, VOD, JIT
Professional
Processing
DIY BYO
PaaS / SaaS
BYOL
Self Contained
Custom Solutions
Implementing a scalable, elastic end to end Service
Solution Architecture
Backup Origin
Primary Origin
G2
G2
Ingest
Bucket
S3 Events
SQS Queue
Source
Encoder
SPOT or
On-Demand
Edge Cache
Fleet
Failover
ALB CloudFront Viewers
Diversified
SPOT Fleet
G2
M4
Egress
Bucket
Live/VOD 360 OTT on EC2 Spot
GPU / CPU
Thank You!

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Building Scalable Immersive Media Solutions on AWS

  • 1. Building Scalable Immersive Media Solutions on AWS Konstantin Wilms | Principal Solutions Architect Amazon Web Services
  • 2. What are we going to do today? … build a 360 streaming solution … talk about using AWS … but seriously, what’s with the cheap 360 camera? … using a few scripts, in about 10 minutes
  • 3. When I was your age… we stitched space shuttles
  • 4. Multi Camera, High Resolution, High Bandwidth, Low Compression The Challenge
  • 5. Origination Delivery MULTI-CAMERA MEZ, LIVE OR VOD CONTENT B2C PLAYBACK TO CONSUMER OR B2B DELIVERY Encoding CDN Devices Cost Most of these challenges are solved by utilizing media encode and transport standards along with AWS best practices for low latency, elastic, highly available infrastructure
  • 7. Playout & Distribution Visual Effects & Editing Analytics DAM & Archive Digital Supply Chain Publishing OTT Acquisition AWS Media Segments
  • 8. Playout & Distribution Elemental, EC2, S3/Glacier EFS, CloudFront Visual Effects & Editing EC2, S3, EFS, EBS, GPU, DX Analytics Kinesis, DynamoDB AML, RedShift, EMR DAM & Archive Snowball, S3, Glacier EC2, DX, Lambda DynamoDB, RDS Digital Supply Chain Elemental, EC2, S3/Glacier CloudFront, EFS, Snowball GPU, DX Publishing EC2, S3, Glacier, ELB, CloudFront OTT Elemental EC2, S3 CloudFront Acquisition Elemental, EC2, S3/Glacier CloudFront, Snowball, DX AWS Media Segments
  • 9. M&E Partner EcoSystem INGEST STORE MANAGE SECUREPROCESS CREATE MONETIZE INTEGRATEDELIVER SaaS BYOLPaaS
  • 10. Mapping Services & Partners to an End to End Workflow Building a Pipeline
  • 11. Ingest Store Transform Process PUSH OR PULL MEZ, LIVE & VOD CREATE A CENTRALIZED CONTENT LAKE ON S3 MEDIA DELIVERY AND/OR HANDS-ON POSTPRODUCTION SCALE OUT ON ELASTIC CAPACITY FOR ALL PROCESSING Content production and post-production companies are leveraging AWS to accelerate and streamline creative, editing, compositing and streaming delivery workloads with highly scalable cloud computing and storage. Media Pipeline
  • 12. Ingest PUSH OR PULL MEZ, LIVE & VOD AWS Services  Amazon S3 Transfer Acceleration: Remote location ingest  AWS Direct Connect: For high bandwidth, deterministic live media  AWS Snowball: Petabyte scale data transfer (in and out)  Amazon Cloudfront: Global content delivery network  Elemental Appliances: On-prem video encode/prep for ingest Partners Media Ingest
  • 13. AWS Services  Amazon S3: Highly scalable, durable object storage  Amazon Glacier: Secure, durable, petabyte-scale data archival  Amazon EFS: Simple, elastic, scalable file system  Amazon EBS: Persistent block storage  AWS Marketplace: Partner solutions for storage (on/off-prem) Partners Store CREATE A CENTRALIZED CONTENT LAKE ON S3 Asset Storage
  • 14. Transform MEDIA DELIVERY AND/OR HANDS-ON POSTPRODUCTION AWS Services  Amazon EC2: Scalable CPU/GPU computing capacity  Amazon Workspaces: GPU accelerated desktops in the cloud  Amazon EFS: Simple, elastic, scalable file system  Amazon EBS: Persistent block storage  Amazon S3: Highly scalable, durable object storage Partners Content Transformation
  • 15. Process SCALE OUT ON ELASTIC CAPACITY FOR ALL PROCESSING AWS Services  Amazon EC2: Scalable CPU/GPU/Spot computing capacity  Amazon EFS: Simple, elastic, scalable file system  Amazon EBS: Persistent block storage  Amazon S3: Highly scalable, durable object storage  Elemental Cloud: On-demand, scalable video processing Partners Elastic Processing
  • 16. What’s really important for the VR/360 perspective? Components
  • 17. Media Source Playout http://bit.ly/2fRnwvv  Live & On-Demand (live recordings to VOD)  Ingest & Processing - Better optics vs. more cameras (parallax, diminishing returns)  4k, AVCI, HEVC, H264/AAC  ‘Internet’ / DX / Accelerated / Snowball Ingest  EC2 Spot for transcode (& proxies!) using dynamic CPU/GPU FFMPEG  HLSv3 w/ TN2224  Clappr HTML5, VR Player PRO Mobile Players  Origin-based remap (needs correct PGM maps) & Facebook transform filters
  • 18.  Compute Intensive Intel ES-2666 v3 (Haswell) Optimized specifically for EC2  Memory Intensive Lowest price point per GiB of RAM  GPUs 40K CUDA cores 192GB of video memory  Enhanced Networking Higher PPS, Low network jitter & latency  IO Intensive SSD Storage, EBS Optimized  High Storage 24 x 2000 GiB per instance Amazon S3 SQS Queues (orchestrated by Amazon SWF) M4 M3 C4 C3 I3G2 R4 P2 D2 R3 X1 Compute
  • 19. Editing Amazon Workspaces NVIDIA K520 GPU, 16GB RAM, 8 VCPUs Teradici H264 / PCoIP
  • 20. Storage Long Term Archive All tiers accessible through a single API Oldest content trickles down to glacier automatically to save cost Amazon S3 S3 Infrequent Access Amazon Glacier LifeCyclePolicies Near-line Storage Frequently Accessed
  • 21. AWS Marketplace Amazon Elastic Transcoder Elemental Technologies AMI Model Licensed S/W Minimal Disruption Proxies Fast Integration UGC & Prosumer On-Prem & Cloud Live, VOD, JIT Professional Processing DIY BYO PaaS / SaaS BYOL Self Contained Custom Solutions
  • 22. Implementing a scalable, elastic end to end Service Solution Architecture
  • 23. Backup Origin Primary Origin G2 G2 Ingest Bucket S3 Events SQS Queue Source Encoder SPOT or On-Demand Edge Cache Fleet Failover ALB CloudFront Viewers Diversified SPOT Fleet G2 M4 Egress Bucket Live/VOD 360 OTT on EC2 Spot GPU / CPU

Editor's Notes

  1. - 6-pack - Sts-95 - Atsc whd-tv - The American Advanced Television Systems Committee (ATSC) HDTV system had its public launch during the live coverage of the lift-off.[11] The signal was transmitted coast-to-coast, and was seen by the public in science centers, and other public theaters specially equipped to receive and display the broadcast.[11] The broadcast was made possible by the Harris Corporation, which sponsored the equipment necessary for transmitting and receiving the broadcast.[11] The broadcast was hosted by former CBS News anchor Walter Cronkite, and former Gemini/Apollo-era astronaut Pete Conrad.[12] - STS-95 was a Space Shuttle mission launched from Kennedy Space Center, Florida on 29 October 1998, using the orbiter Discovery.
  2. - these are common processes for content production across pp/p/finishing/etc
  3. Broader perspective Still have the ingest/archive and delivery components applicable here
  4. - Typical services that we see in each category
  5. - these are common processes for content production across pp/p/finishing/etc
  6. - ingest - moving content to aws in part or whole - does not preclude hybrid - key here is flexibility to rapidly import source content
  7. - storage not limited to aws alone - global filesystem, caching appliances for editors that work on-prem - in cloud, on prem or hybrid partner solutions - marketplace to spin many up
  8. - appliances for edit - protocols to move bits - local and attached storage - desktop apps all the way up to full paas solutions that incorporate spot, etc.
  9. - spot for ec2 - scheduling and management - rendering, processing, encryption (watermarking), proxies, etc. - s3 output, which enables cloudfront -> delivery
  10. The PCoIP protocol is optimized for cloud delivery Consumes 60-80% less bandwidth for text and graphics Requires 50+% less server CPU leaving more cycles for the applications The PCoIP protocol delivers fundamentally better image quality for text and 3D graphics
  11. - a lot of this can be fully automated with lifecycle rules - you decide when you trickle content down into cold storage - s3ia same performance, durability, etc as s3 - only pricing structure is different based on access pattern