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Media at Cloud Scale
Faster, Better, Cheaper: pick all three
Transforming Media and Entertainment
Miles Ward
Global Head of Solutions, Google Cloud Platform
media: an evolving definition
analog
the big screen
serial
primetime
national
shows
digital
billions of screens
binge watching
on-demand
global
experiences
every one of these
has lead to every
other one of these...
of Internet traffic is video (70% by 2018)53 %
Media is Growing
Growth of Internet video on TVs by 20185 X
Growth of Mobile video by 201814 X
Myriad
Media
Formats
Bursty
workloads
Hard Release
Dates
Distributed
Workforce
Enormous
Data
Constant
Toolchain
Change
Media
Industry
Challenges
Increased quality: 720p, 1080p
and 4K post-production formats
have dramatically increased file
sizes
New End points: Multiplicity of
devices, on-demand streaming has
resulted in multiple media formats
• concept
• funding
• storyboard
• production plan
• talent acquisition
• content development
• testing and feedback
• analysis and revision
• marketing
• publication
• distribution
• sequel
startup team movie team
which business is this?
ideas
from
silicon
valley
for
tinsel
town
1: platforms, not products
ideas
from silicon valley
for tinsel town
ideas
from silicon valley
for tinsel town
1: platforms, not products
2: data-driven decisions
ideas
from silicon valley
for tinsel town
1: platforms, not products
2: data-driven decisions
3: minimum viable product
ideas
from silicon valley
for tinsel town
1: platforms, not products
2: data-driven decisions
3: minimum viable products
4: full-stack developers
A Big Idea: Anything,
My Core Suggestion
Your Next
Project
For the past 16 years, Google has
been building out the world’s fastest,
most powerful, highest quality cloud
infrastructure on the planet.
Worlds largest Digital Media
Management and Delivery
Service runs on Google Cloud
"[Google's] ability to build, organize, and
operate a huge network of servers and fiber-
optic cables with an efficiency and speed that
rocks physics on its heels.
This is what makes Google Google: its
physical network, its thousands of fiber miles,
and those many thousands of servers that, in
aggregate, add up to the mother of all clouds."
Images by Connie Zhou
Wired, 'Google Throws Open Doors To Its Top Secret Data Center', October 2012
Google’s Platform
— Wired
Pricing should be flexible and
easy to understand. You
shouldn’t need a PHD to
understand prices, and you
should get the best price
automatically.
If you use more than 25% of a
Compute Engine VM in a
month, you receive discounts
automatically.
Compute Engine instances are
charged in one-minute
increments (with a 10 minute
min), so you only pay for what
you use.
Per Minute
Billing
Sustained Use
Discounts
Philosophy
Pricing
“People tend to overestimate what can be done in one year
and to underestimate what can be done in five or ten years.”
Amara's Law
2002 2004 2006 2008 2010 2012
ColossusMapReduce
SpannerBig Table
Dremel
GFS
Google Innovations in Software
2013 2014
Dataflow
Kubernetes
2002 2004 2006 2008 2010 2012
ColossusMapReduce
SpannerBig Table
Dremel
GFS
Google Innovations in Software
2013 2014
Dataflow
Kubernetes
Myriad
Media
Formats
Bursty
workloads
Hard Release
Dates
Distributed
Workforce
Enormous
Data
Constant
Toolchain
Change
Media
Industry
Challenges
● Highly Parallel Compute
● Moderate I/O
● Large input dataset
● Few temporary files
● Single complex
file output
Unique Requirements
● Sequential Compute
● I/O intensive
● Large input dataset
● Large temporary files
● Multiple output files
● Medium Compute
● Very I/O intensive
● Many input sources
● Deep Comp = High Mem
● Single file output
Rendering Simulation Compositing
10+ hours
1-2 hours
hours to days
several minutes
per frame
VFX Compute - Wall Clock Times
Render hero frame:
Render elements:
Simulation:
Compositing:
GCE Media Workloads
customers are running
this and more today on
Google Cloud Platform
GCP has unique tools
to allow each to be
incredibly successful
rendering
simulation
compositing
transcoding
streaming
data analysis
archival
VFX Rendering is ‘made for cloud’
Used on 3 of 5 films nominated for Best VFX Oscar in 2014
Results
Compute Engine reduces render farm
load during periods of peak production
Consumes
processing power
of up to 15,000 Intel
cores at peak
rendering times
Faster rendering
time means visual
designers can get
results and make
tweaks more quickly
$300,000+ saved due to eliminating idle cores
during production “quiet times”
“By adding Compute Engine to our workflow
and allowing our in-house capacity to focus on the
studio work, everyone’s project gets computing time
– and the creative team can get as imaginative as
they want to, with fast views of new iterations.”
“App Engine is filled with tools
that help make our products more
appealing and engaging for users.”
10x performance gains
with App Engine
Nearly zero downtime in 2 years,
despite sustained requests for
downloads and data around the clock
4 Billion
minutes of
singing time
supported
Zero
sys-admins
needed
on staff
$3,000
per month
savings w/
per-minute
billing
Save Scale Succeed
Concentrate on your
core mission
Leverage massive, scalable
computing power
Save on capital
and operational costs
Build the future of media in the Cloud
cloud.google.com

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Keynote: Faster, Better, Cheaper: Pick all Three! By Miles Ward of Google

  • 1. Media at Cloud Scale Faster, Better, Cheaper: pick all three Transforming Media and Entertainment Miles Ward Global Head of Solutions, Google Cloud Platform
  • 2. media: an evolving definition analog the big screen serial primetime national shows digital billions of screens binge watching on-demand global experiences
  • 3. every one of these has lead to every other one of these...
  • 4. of Internet traffic is video (70% by 2018)53 % Media is Growing Growth of Internet video on TVs by 20185 X Growth of Mobile video by 201814 X
  • 5. Myriad Media Formats Bursty workloads Hard Release Dates Distributed Workforce Enormous Data Constant Toolchain Change Media Industry Challenges Increased quality: 720p, 1080p and 4K post-production formats have dramatically increased file sizes New End points: Multiplicity of devices, on-demand streaming has resulted in multiple media formats
  • 6. • concept • funding • storyboard • production plan • talent acquisition • content development • testing and feedback • analysis and revision • marketing • publication • distribution • sequel startup team movie team which business is this?
  • 8. 1: platforms, not products ideas from silicon valley for tinsel town
  • 9. ideas from silicon valley for tinsel town 1: platforms, not products 2: data-driven decisions
  • 10. ideas from silicon valley for tinsel town 1: platforms, not products 2: data-driven decisions 3: minimum viable product
  • 11. ideas from silicon valley for tinsel town 1: platforms, not products 2: data-driven decisions 3: minimum viable products 4: full-stack developers
  • 12. A Big Idea: Anything,
  • 13. My Core Suggestion Your Next Project
  • 14. For the past 16 years, Google has been building out the world’s fastest, most powerful, highest quality cloud infrastructure on the planet.
  • 15. Worlds largest Digital Media Management and Delivery Service runs on Google Cloud
  • 16. "[Google's] ability to build, organize, and operate a huge network of servers and fiber- optic cables with an efficiency and speed that rocks physics on its heels. This is what makes Google Google: its physical network, its thousands of fiber miles, and those many thousands of servers that, in aggregate, add up to the mother of all clouds." Images by Connie Zhou Wired, 'Google Throws Open Doors To Its Top Secret Data Center', October 2012 Google’s Platform — Wired
  • 17. Pricing should be flexible and easy to understand. You shouldn’t need a PHD to understand prices, and you should get the best price automatically. If you use more than 25% of a Compute Engine VM in a month, you receive discounts automatically. Compute Engine instances are charged in one-minute increments (with a 10 minute min), so you only pay for what you use. Per Minute Billing Sustained Use Discounts Philosophy Pricing
  • 18. “People tend to overestimate what can be done in one year and to underestimate what can be done in five or ten years.” Amara's Law
  • 19. 2002 2004 2006 2008 2010 2012 ColossusMapReduce SpannerBig Table Dremel GFS Google Innovations in Software 2013 2014 Dataflow Kubernetes
  • 20. 2002 2004 2006 2008 2010 2012 ColossusMapReduce SpannerBig Table Dremel GFS Google Innovations in Software 2013 2014 Dataflow Kubernetes
  • 22. ● Highly Parallel Compute ● Moderate I/O ● Large input dataset ● Few temporary files ● Single complex file output Unique Requirements ● Sequential Compute ● I/O intensive ● Large input dataset ● Large temporary files ● Multiple output files ● Medium Compute ● Very I/O intensive ● Many input sources ● Deep Comp = High Mem ● Single file output Rendering Simulation Compositing
  • 23. 10+ hours 1-2 hours hours to days several minutes per frame VFX Compute - Wall Clock Times Render hero frame: Render elements: Simulation: Compositing:
  • 24. GCE Media Workloads customers are running this and more today on Google Cloud Platform GCP has unique tools to allow each to be incredibly successful rendering simulation compositing transcoding streaming data analysis archival
  • 25.
  • 26. VFX Rendering is ‘made for cloud’ Used on 3 of 5 films nominated for Best VFX Oscar in 2014 Results
  • 27. Compute Engine reduces render farm load during periods of peak production Consumes processing power of up to 15,000 Intel cores at peak rendering times Faster rendering time means visual designers can get results and make tweaks more quickly $300,000+ saved due to eliminating idle cores during production “quiet times” “By adding Compute Engine to our workflow and allowing our in-house capacity to focus on the studio work, everyone’s project gets computing time – and the creative team can get as imaginative as they want to, with fast views of new iterations.”
  • 28. “App Engine is filled with tools that help make our products more appealing and engaging for users.” 10x performance gains with App Engine Nearly zero downtime in 2 years, despite sustained requests for downloads and data around the clock 4 Billion minutes of singing time supported Zero sys-admins needed on staff $3,000 per month savings w/ per-minute billing
  • 29.
  • 30. Save Scale Succeed Concentrate on your core mission Leverage massive, scalable computing power Save on capital and operational costs Build the future of media in the Cloud