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Swift - Adaptive Video Streaming with Layered Neural Codecs

Offered By: USENIX via YouTube

Tags

USENIX Symposium on Networked Systems Design and Implementation (NSDI) Courses Performance Evaluation Courses

Course Description

Overview

Explore a conference talk on Swift, an adaptive video streaming system that leverages layered neural codecs. Dive into the innovative approach of using deep learning techniques for layered video coding, overcoming traditional limitations. Learn about Swift's key components: a layered encoder that efficiently encodes video frames, a decoder capable of fusing and decoding multiple layers simultaneously, and an adaptive bit rate protocol. Understand how Swift integrates seamlessly into existing streaming ecosystems and offers significant advantages over conventional video streaming systems. Gain insights into the system's performance comparisons and its potential impact on the future of video streaming technology.

Syllabus

Intro
Outline
Video Streaming Today
Limitations of Today's Streaming Alg
Existing Alternative: Layered Video St
Swift: Layered Coding Using Neural
2 Layered Neural Video Decod
3 Streaming Protocol/Algorithm
Putting Everything Together: Sv
Swift's Performance Comparist
Summary


Taught by

USENIX

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