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Live Video Analytics at Scale with Approximation and Delay-Tolerance

USENIX via YouTube

Overview

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This course teaches learners how to efficiently analyze live video streams in realtime using the VideoStorm video analytics system. The course covers topics such as resource-quality tradeoff, multi-dimensional configurations, and optimizing quality and lag goals. The teaching method includes discussing the Video Query Pipeline, Video System Workflow, Query Profile, Online Scheduling, and Robust Query Processing. The course is intended for individuals interested in video analytics, resource management, and real-time video processing.

Syllabus

Introduction
Video Query Pipeline
Video System Workflow
Query Profile
Online Scheduling
Optimize Quality and Lag
Additional Features
Robust Query Processing

Taught by

USENIX

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