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Video Developer
Learning Lab:
Per-Title in Practice
Fabre Lambeau
Who
are
we?
Andrea Fassina
● Foundations
● The Per-Title Algorithm
● Per-Title In Code
● Performance
● Tweaks
Agenda
FOUNDATIONS
This presentation
is about
Quality... ...but there are
Savings to
be made too!
Subjective analysis
Objective metrics
beware
Objective Quality Metrics
Objective Quality Metrics
● PSNR
● SSIM
● VMAF
adjusts the data rate
selected quality level
●
○
○
●
○
○
Constant Rate Factor (CRF)
determine data rate
No single data rate
Encoding with CRF
Encoding with CRF
multiple resolutions
●
●
●
○
○
every asset
MBR Ladder Optimisation
Building a Ladder with CRF
Building a Ladder with CRF
Building a Ladder with CRF
PER-TITLE
don’t
encode them the
same way
Principles
Deliver each asset in a quality that your viewers
can actually enjoy, but no more!
best
possible quality
Avoid wasting bitrate
fast
● individually
● optimal ladder
○
○
○
○
Per-Title Algorithm
H264 HEVC VP9
“
”
Jan Ozer
Choosing a Per-Title Encoding Technology
2019
IN CODE
A quick reminder...
StaticPer-TItle
● Tutorial:
Let the algorithm choose bitrate and resolutions, instead of setting fixed values
● Stream:
Create a template for the algorithm to make copies from
● Muxing:
Allow the encoder to dynamically set output paths, via dynamic placeholders
■ {uuid}
■ {bitrate} in bps
■ {width} in px and {height} in px
● Start request:
Add information to trigger the algorithm and a default per-title configuration.
Implementation Recap
● Tutorial
https://bitmovin.com/docs/encoding/tutorials/how-to-create-a-per-tit
le-encoding
● SDK Examples
https://github.com/bitmovin/bitmovin-api-sdk-examples#per-title-en
coding
References
EXAMPLES
Bitmovin Per-Title
Content Type: Movie
Bitmovin Per-Title
Bitmovin Per-Title vs. Apple Recommendations
Content Type: Movie
similar quality
at higher resolutions
Bitmovin Per-Title Apple Recommendations
Bitmovin Per-Title vs. Apple Recommendations
Content Type: Movie
-59%
in storage costs
only
9%
slower to encode
-25%
in encoding costs
-39%
in streaming costs
(based on average bitrate)
Bitmovin Per-Title Apple Recommendations
Bitmovin Per-Title
Content Type: Animation
Bitmovin Per-Title
Bitmovin Per-Title vs. Apple Recommendations
Content Type: Animation
and higher resolutions
at lower bitrates
higher quality
Bitmovin Per-Title Apple Recommendations
Bitmovin Per-Title vs. Apple Recommendations
Content Type: Animation
-55%
in storage costs
only
2%
slower to encode
-30%
in encoding costs
-32%
in streaming costs
(based on average bitrate)
Bitmovin Per-Title Apple Recommendations
Bitmovin Per-Title
Content Type: E-Learning
Bitmovin Per-Title
Bitmovin Per-Title vs. Apple Recommendations
Content Type: E-Learning
(much) higher quality
at (much) lower bitrates
Bitmovin Per-Title Apple Recommendations
Bitmovin Per-Title vs. Apple Recommendations
Content Type: E-Learning
-84%
in storage costs
only
14%
slower to encode
-32%
in encoding costs
-64%
in streaming costs
(based on average bitrate)
Bitmovin Per-Title Apple Recommendations
TWEAKS
Quality may be reduced
from optimal levels
WARNING
Control over Bitrate
targetQualityCrf 22 Defines what quality level to aim for, for the top
rendition
maxBitrate 15M Limits a cap on bitrate that can be spent to
generate the top rendition
minBitrate 240k Defines bitrate for the bottom rendition
minBitrateStepSize
maxBitrateStepSize
1.5
1.9
Defines the ratio in bitrate between consecutive
renditions in the ladder, which reduces or
increases the number of renditions generated
Control over Bitrate (visually)
Control over Resolutions
autoRepresentations Set to enable Per-Title to choose resolutions
PER_TITLE_TEMPLATE Define multiple streams with the resolutions you
want Per-Title to use
PER_TITLE_TEMPLATE_
FIXED_RESOLUTION
Enforce the generation of specific resolutions
PER_TITLE_TEMPLATE_
FIXED_RESOLUTION_
AND_BITRATE
Enforce the generation of specific resolutions and
within specific bitrate ranges
DefaultTweaked
Comparing Per-Title Encodings
Thank you.

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