Video: Bandwidth Prediction in Low-Latency Chunked Streaming

How can we overcome one of the last, big, problems in making CMAF a generally available: making ABR work properly.

ABR, Adaptive Bitrate is a technique which allows a video player to choose what bitrate video to download from a menu of several options. Typically, the highest bitrate will have the highest quality and/or resolution, with the smallest files being low resolution.

The reason a player needs to have the flexibility to choose the bitrate of the video is mainly due to changing network conditions. If someone else on your network starts watching some video, this may mean you can no longer download video quick enough to keep watching in full quality HD and you may need to switch down. If they stop, then you want your player to switch up again to make the most of the bitrate available.

Traditionally this is done fairly simply by measuring how long each chunk of the video takes to download. Simply put, if you download a file, it will come to you as quickly as it can. So measuring how long each video chunk takes to get to you gives you an idea of how much bandwidth is available; if it arrives very slowly, you know you are close to running out of bandwidth. But in low-latency streaming, your are receiving video as quickly as it is produced so it’s very hard to see any difference in download times and this breaks the ABR estimation.

Making ABR work for low-latency is the topic covered by Ali in this talk at Mile High Video 2019 where he presents some of the findings from his recently published paper which he co-authored with, among others, Bitmovin’s Christian Timmerer and which won the DASH-IF Excellence in DASH award.

He starts by explaining how players currently behave with low-latency ABR showing how they miss out on changing to higher/lower renditions. Then he looks at the differences on the server and for the player between non-low-latency and low-latency streams. This lays the foundation to discuss ACTE – ABR for Chunked Transfer Encoding.

ACTE is a method of analysing bandwidth with the assumption that some chunks will be delivered as fast as the network allows and some won’t be. The trick is detecting which chunks actually show the network speed and Ali explains how this is done and shows the results of their evaluation.

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Speaker

Ali C. Begen Ali C. Begen
Technical Consultant and
Computer Science Professor

Video: Delivering for Large-Scale Events

From event to event it’s not a surprise that streaming traffic increases, but this look at the Wolrd Cup 2018 shows a very sharp rise beating many expecatations. Joachim Hengge tells us what hte World Cup looked like from Akamai’s perspective.

Joachim takes us through the stats for streaming the World Cup where they peaked at 23Tbps of throuhgput with nearly 10 million concurrent viewers. The bandwidth was significantly higher than the last World Cup but looking at the data, we can learn a few more things about the market.

After looking at a macth-by-match breakdown we look at a sytsem architecture for one customer who delivered the World Cup to highlight the importance of stable content ingest, latency and broadcast quality. Encoding and packaging into HLS with 4-second chunks were tasks done on site with the rest happening within Akamai and being fed to other CDNs. Joachim pulls this together into three key recommendations for anyone looking at streaming large events before delvingin to some Sweden-specific streaming stats where over 81% of feeds were played back at the highest quality.

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Free registration required

This talk is from Streaming Tech Sweden, an annual conference run by Eyevinn Technology. Videos from the event are available to paid attendees but are released free of charge after several months. As with all videos on The Broadcast Knowledge, this is available free of charge after registering on the site.

Speaker

Joachim Hengge Joachim Hengge
Senior Product Manager, Media Services,
Akamai

Video: How Libre Can you Go?


Many companies would love to be using free codecs, unencumbered by patents, rather than paying for HEVC or AVC. Phil Cluff shows that, contrary to popular belief, it is possible stream with free codecs and get good coverage on mobile and desktop.

Phil starts off by looking at the codecs available and whether they’re patent encumbered with an eye to how much of the market can actually decode them. Free codecs and containers like WebM, VP8 etc. are not supported by Safari which reduces mobile penetration by half. To prove the point, Phil presents the results of his trials in using HEVC, AVC and VP8 on all major browsers.

Whilst this initially leaves a disappointing result for streaming with libre codecs on mobile, there is a solution! Phil explains how an idea from several years ago is being reworked to provide a free streaming protocol MPAG-SASH which avoids using DASH which is itself based on ISO BMFF which is patent encumbered. He then explains how open video players like video.js can be modified to decode libre codecs.

With these two enhancements, we finally see that coverage of up to 80% on mobile is, in principle, possible.

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Speakers

Phil Cuff Phil Cluff
Streaming Specialist,
Mux

Video: Tidying Up (Bits on the Internet)

Netflix’s Anne Aaron explains how VMAF came about and how AV1 is going to benefit both the business and the viewers.

VMAF is a method for computers to calculate the quality of a video in a way which would match a human’s opinion. Standing for Video Multi-Method Assessment Fusion, Anne explains that it’s a combination (fusion) of more than one metric each harnessing different aspects. She presents data showing the increased correlation between VMAF and real-life tests.

Anne’s job is to maximise enjoyment of content through efficient use of bandwidth. She explains there are many places with wireless data is limited so getting the maximum amount of video through that bandwidth cap is an essential part of Netflix’s business health.

This ties in with why Netflix is part of the Alliance for Open Media who are in the process of specifying AV1, the new video codec which promises bitrate improvements over-and-above HEVC. Anne expands on this and presents the aim to deliver 32 hours of video using AV1 for 4Gb subscribers.

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Speaker

Anne Aaron