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7 Things They Don’t Tell You About Streaming Analytics

Description

The purpose of this talk is to debunk a number of streaming analytics myths, Ha-Joon Chang style.

We discuss 7 “thing”s which address common misconceptions ranging from marketing ploys (*ahem*), such as how we are all empowering our video analytics pipelines with AI, to legitimate confusions, such as what makes an appropriate QoE representation for a given stakeholder and/or use case. Thing 1: Streaming analytics is not only for debugging errors. Thing 2: The video community is not actually using AI for streaming analytics. Thing 3: What we talk about when we talk about QoE might be wildly different. Thing 4: We do not have enough standards for streaming analytics. Thing 5: Energy consumption should be a bigger concern for streaming analytics. Thing 6: Open source software and open datasets can also benefit commercial streaming analytics products. Thing 7: Streaming analytics is not ready for the metaverse. We provide use cases, examples and lessons learned from both research and industry. Bite-sized takeaways guaranteed. This talk was presented at Demuxed ’22, a conference for video nerds in San Francisco featuring amazing talks like this one. Demuxed ’22 was made possible by sponsors like our Platinum sponsor Daily (https://daily.co) and organized by people from Mux (https://mux.com). For more information about the conference and community, see https://2022.demuxed.com.

Conference

Demuxed 2022

Speakers

Cise Midoglu

Learning Categories

Operations
Quality
Analytics
QoE
QoS

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What Codec Should I Use?

Alan Resnick

Doing Server-Side Ad Insertion on Live Sports for 25.3M Concurrent Users

Ashutosh Agrawal

Is now the time to solve the deepfake threat?

Roderick Hodgson

Super Resolution: The scaler of tomorrow, here today!

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Richard Fliam

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Sarah Allen

Large-Scale Media Archive Migration to the Cloud

Konstantin Wilms

HEVC Upload Experiments

Chris Ellsworth

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