-->
Save your FREE seat for Streaming Media Connect in February. Register Now!

Video: How Video QoE Metrics Complement Network and Operational Metrics

Learn more about real-world video metrics at Streaming Media's next event.

Read the complete transcript of this clip:

Ribal Najjar: So now that we know what Quality of Experience (QoE) metrics are, in contrast to these Quality of Service (QoS) metrics or these network metrics that we looked at, signal-to-noise ratio let's say, or retransmission, error retransmission rates and things like that, at first when we started looking at this, we're like, "There's nothing in common." One thing is doing the quality, the network telemetry is measuring at specific components' performance. It's very rigorous.

We pull these metrics every minute, every five minutes, they're always there. They're independent of the consumers. If you're not using your internet, these metrics are still being pulled and analyzed and alerted on if they go out of bound or whatever, and they're service agnostic, right? We build a network to accommodate for a whole bunch of used cases. It's not only video, a video of high-speed data (HSD), your internet experience, your experience uploading your images to the cloud, your experience in downloading movies, watching YouTube, this and that, Skype calls and so on.

And so the network has to be, to some degree, service-agnostic and work across different services. These quality of experience metrics are not. They're like, “How do I feel about watching this video?” to five seconds later I might be uploading my pictures and everything is perfect. I don't ... and so they're very service-agnostic. They're harder to quantify and qualify and they measure things end to end.

So if you're having a bad video experience, that could be anything. It could be anything in your pipeline. It could be your phone, your laptop. It could be the network. It could be your wireless network, your router. It could be from the source. It could be so many different things versus the other very focused metric telemetry.

And so when we started looking at this we're like, "You know, this is somewhat orthogonal but that's a great thing. This is really complementary to with what we really do on a day in and day out. And it works, but maybe this can bring something new to the picture along with a bunch of challenges that we have to solve for.”

So at a very high level, if we start thinking about millions of people starting and watching different video sessions, that's pretty powerful. You have now a million transactions testing your end-to-end pipeline and giving you data. So that's a super-powerful dataset that if we can operationalize, that's a big win.

Streaming Covers
Free
for qualified subscribers
Subscribe Now Current Issue Past Issues
Related Articles

Are CDNs Hitting Their QoE Metrics Goals?

id3as Director Dom Robinson, Comcast Executive Director Matt Smith, and Akamai Principal Architect Peter Chave discuss CDN quality metrics in this clip from their panel at Streaming Media West 2019.

What Makes a Good QoE Metric?

SSIMWAVE Chief Science Officer Zhou Wang discusses the shortcomings of traditional QoE metrics in this clip from his Video Engineering Summit presentation at Streaming Media West 2019.

Buyers' Guide to Video Quality Metrics

Video quality measurement is more crucial than ever. In this buyers' guide, we'll identify the most commonly used metrics and discuss tools that deploy them.

Video: How Do We Define Quality of Experience for Streaming Video?

Comcast Technical Solutions Architect Ribal Najjar defines video QoE both in terms of subjective experience and qualitative measurement in this clip from Streaming Media East 2018.

Video: How IRIS.TV Implements Machine Learning in Production Environments

IRIS.TV CEO & Co-Founder breaks down discusses IRIS.TV's approach to helping traditional media companies capture and leverage audience data and machine learning in this clip from Streaming Media East 2018.

Video: How USA Today Leveraged Video AI at the 2018 Winter Olympics

Gannett Senior Director Kara Chiles discusses how USA Today leveraged IRIS.TV and data to localize and personalize their Winter Olympics 2018 coverage in this clip from Streaming Media East 2018.

Video: How to Use Machine Learning to Create Personalized TV Experiences

ZoneTV's Tom Sauer describes how machine learning can be used to overhaul the TV world and deliver more individualized experiences in this clip from Streaming Media East 2018.

Video: How AI Can Open Up New Markets for Your Video

REELY CEO Cullen Gallagher makes the business-growth case for content owners developing an AI strategy in this clip from Streaming Media East 2018.

Video: How IBM is Using Video AI

IBM Watson Media's David Clevinger discusses how media entities are currently using video AI in this clip from Streaming Media East 2018.

Video: How Video AI Helps Businesses Interpret Experience Metrics

Citrix Principal Architect Josh Gray explains how video enables higher-acuity metrics analysis in this clip from Streaming Media East 2018.

Video: How Video AI Improves Content Delivery Efficiency

Limelight VP of Architecture Jason Hofmann discusses how AI impacts content delivery optimization in this clip from Streaming Media East 2018.

Video: Best Practices for Developing Machine Learning Algorithms for Video

Citrix' Josh Gray provides tips on AI model development and Reality Software's Nadine Krefetz and IBM's David Clevinger speculate on the possibilities of metadata-as-a-service in this clip from Streaming Media East 2018.

Video: How Will Machine Learning Impact the Media Supply Chain?

Google's Leonidas Kantothanassis explores the vast range of applications for machine learning in the media workflow and supply change in this clip from his Content Delivery Summit keynote.