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Demuxed 2024

Demuxed 2024: The 10th edition of the best damn conference in the world for video engineers. October 16th – 17th, 2024, San Francisco.

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Budgeting Bytes: Acing Cost-Efficient Video StorageTanushree Nori20m
Vimeo discloses a concrete system: a policy calculator that models storage and retrieval costs across GCS tiers and an ML classifier that labels each video hot…
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The Colorful Truth of Automated TestsAlex Field10m
Claim: player APIs lie so tests assert the screen not the player. Built encoded test streams that place six red blocks every five frames and other big color…
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Does a multi-CDN setup (truly) requiring switching?Jason Cloud, Jeff Riedmiller19m
Deploying an anti-switching multi-CDN delivery platform. It seems pretty clear that using multiple CDNs to deliver media is a good thing; but it’s hard to do…
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PSSH, or the Primordial Soup of Secure HeadersWalker Griggs19m
Consider our friendly, neighborhood PSSH box. The semantics are simple -- to identify encryption keys -- but, as with any permissive specification, there’s a…
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Progress and Opportunities in Video Content AuthenticityEric Tang11m
In an era where AI-generated video is rapidly becoming the norm, the need for video content authenticity has never been more critical. Over the past year…
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Video Processing on Quantum ComputersThomas Edwards15m
Quantum experiments actually put images on a cloud device: a NEQR image encoding uses two qubits for X and Y, two for grayscale, compiled into about 42 steps…
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Enhancing CDN Performance and Cutting Egress Costs in Large Video LibrariesKaterina Dobnerova10m
Claims that global content jumps to 147 zettabytes in 2024 and that operators still target 98%+ cache hit rates drive concrete work: hierarchical tiered caches…
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Your TV Is Eating Your FramesYingyu Yao20m
Explains that TVs often break playback at the hardware layer: decoders stall on large keyframes causing dropped frames, bit rate is a poor capability signal…
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Ads and overlaysAlex Giladi22m
The concept of server-guided ad insertion (SGAI), first introduced by Hulu in 2019, is getting increasingly popular in the industry. It is markedly more…
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Free ABR Renditions for User Generated Content PlatformsJohn Bowers11m
Claims that on-edge encoding using OBS Studio (30 PRs merged into 302.0) plus the new Enhanced RTMP spec (multitrack video and audio, new codecs) lets…
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Real-Time Video Super Resolution for Live Streaming with WebGPUJohn Bartos, James Hurley21m
Pipeline implements a WebGPU-powered VSR that runs on viewers' GPUs and hits real-time 60 FPS under 16.67 ms by combining bilinear pre-upscale, a small CNN on…
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Innovate Live Streaming with a Client SimulatorBruce Spang, Wei Wei10m
Netflix enhances its client simulator to drive the production client with real network traces and device characteristics, letting experiments run fast and…
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Token Renewal: Keeping your Streaming Party Smooth and SecuredGwendal Simon12m
Argument: the Common Access Token (CAT) spec defines renewal claims catr and catif but none of its operation modes actually satisfy the combined needs of fast…
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Creative Monkeys Contemplate DatingWill Law25m
CMCD v2 claims concrete gains: required keys version s and BS force reliable startup and buffer-starvation signals, a new BSD field reports buffer starvation…
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AI Enhanced GPU Video Coding: Achieving Joint High Compression Efficiency and ThroughputZoe Liu22m
We are here to present a novel approach to significantly boost video compression efficiency on Nvidia NVENC hardware encoders, by leveraging AI-driven…
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Streaming in 1970s. NVP & ST: the very first real-time streaming protocolsYuriy Reznik16m
In this talk we will go back in history and look at the very first protocols and systems developed for internet streaming. The venerable NVP (network voice…
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Optimizing Storage for Meta's Trillion-Video Catalog: Achieving Pareto EfficiencyAnand Vadera16m
Meta manages an extensive video catalog with over a trillion videos across various products, and this number is growing daily with more than one billion new…
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Bringing more versatility to VVC with VSEIJill Boyce21m
VSEI is a companion spec to VVC that centralizes optional SEI messages so they can be referenced by VVC H.264 HEVC and future codecs its second and third…
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Compression of stereoscopic video with MV-HEVC: fundamentals, tools and developmentMatteo Naccari12m
Multiview (e.g. stereoscopic) content provides users with a fully immersive and compelling quality of experience when watching videos. This type of content is…
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What's on TV? 4 editors and 2 robots walk into a bar...Tracey Jaquith10m
Using TV news "chyron" text overlays in the "lower third" (from human editors), image-to-text (OCR), grouping/filtering, and AI gpt to summarize - we social…
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A hitchhiker's guide to AV1 deploymentLi-Heng Chen, Ryan Lei24m
Six years since its inception as a video coding standard stipulated by the Alliance for Open Media, AV1 has proven its capability as a Swiss Army knife, with…
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Replacing WebRTC with Media over QUICLuke Curley21m
It's been over a decade since WebRTC was released. Surely there's something new on the horizon, right? Media over QUIC is an IETF working group that is…
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Demuxed 2024 Lightning Talks45m
Common Access Tokens (CAT) emerge from Wave Group work started in 2021 as a media-focused standard to address the fact that 35% of services use multiple CDNs…
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Measuring live video quality with minimal complexity, now available for everyone!Jan De Cock12m
Claims that ML can predict VMAF and SSIM from encoder internals with high fidelity, using shallow networks and features like motion stats, blur, QP and decoded…
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Pseudo-Interstitials: Playback flexibility for legacy devicesTony McNamara15m
Interstitials allow the insertion of content by reference into a playback stream, and are especially useful when a playlist won't work. But Interstitials are…
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A taxonomy of video "quality," or: was Strobe right or wrong about quality?Jon Dahl22m
“Quality” is one of the most abused and overloaded terms in video. Orwell says that unclear language leads to unclear thinking, and: wow, our industry suffers…
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Be the change you want to see: How to contribute to FFmpegVanessa Pyne, Derek Buitenhuis13m
Have you ever written code you wanted to contribute to FFmpeg, but you got a little tripped up in the send-email situation or maybe you got some feedback you…
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The Long(est) NightFabio Sonnati13m
April 28, 2019, a phone call wakes me in the middle of the night: "TheLong Night", a new episode of the final season of Game of Thrones is airing, but nothing…
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How to play Dash on your HLS PlayerConstanza Dibueno08m
What if I told you that you could play a DASH video seamlessly in an HLS player? In today's broadcasting landscape, interoperability is a challenge. Reaching…
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Why is gapless so hard?Steve Robertson24m
Explains that padding and codec lag force encoders to add zeros or LPC tails, that padding must be trimmed and timestamps adjusted, and DRM/AC3 pass‑through…
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