SVTA Webinar
AI, ML, and Automation in Streaming Video Workflows: What’s Possible?
AI, ML, and Automation in Streaming Video Workflows: What’s Possible?
Scheduled on 01/25/2022 10:00am
Webinar Recording
Description
The technology behind streaming is evolving, just as broadcast is evolving to streaming. As software development transforms from siloed, monolithic architectures to scalable, containerized microservices, new opportunities for enhanced functionality within the streaming workflow are appearing. Whether that’s employing AI and ML and the edge or implementing automation, such as ticket generation based on exceeding KPI thresholds, the future of the streaming technology stack seems to have no limits. In this webinar, we’ll explore the state of some of key technologies, such as AI, ML, and Edge Compute, and how they might be applied in the streaming workflow to improve operations, resiliency, and the viewer experience.
Panelists will be announced shortly.
This webinar will be moderated by Jason Thibeault, Executive Director of the Streaming Video Alliance.
Topics Covered
- What is the distinction between AI and ML?
- Where are some of the places within the streaming workflow where AI and ML are being used today?
- Have we seen any promising results from the application of AI and ML to streaming components within the technology stack?
- How is the use of AI and ML changing streaming architectures? Are we seeing more interest in edge compute as AI and ML gain ground? Will this drive further adoption of serverless functions?
- Let’s look at one AI and ML use case: automation. What are some of the ways automation can improve streaming workflows?
- If the idea is to apply AI and ML to analytics, such as with algorithms that recommend content, how do we remove bias?
- What are some of the challenges in building and employing AI and ML in streaming workflows? Is it fine tuning algorithms? Training systems?
- What are some of the promising use cases of AI and ML in streaming? Where is the application of these technologies headed?
- Are there any new developments in AI and ML that will help make them easier to integrate into streaming technologies?
Moderator
Don’t have the time to watch the replay? Want to grab just the salient points? Check out the write up!
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