Table of Contents
A Simple and General Model for Mobile Video Workload Generation
Overview
Motivation
MPEG Layer Hierarchy
MPEG Encoding
Encoding and Transmission Order
Seasonality in MPEG Encoding
Previous and Related Work
Other considerations
Time Series Models
Seasonal ARIMA
Seasonal ARIMA Example
Preliminary Analysis: Short Scenes
Video Frame Analysis
Separate Model Vs. Single Model
Results
Simplified Seasonal ARIMA Model
Full Movie Analysis
Frame Size Statistics
Models for Mobile Video
Observed vs Predicted Frame Sizes
Observed vs Predicted Frame Sizes 2
Observed vs Predictred ACF
Observed vs Predictred ACF 2
Observed vs Predictred CDF
Observed vs Predictred CDF 2
Model Parameters
Summary |
Author:
Raj Jain
Home Page:
http://www1.cse.wustl.edu/~jain/
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