A Simple and General Model for Mobile Video Workload Generation
This lecture covers the following topics:
- 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
- First Steps
- 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 Predictred ACF
- Observed vs Predictred ACF 2
- Observed vs Predictred CDF
- Observed vs Predictred CDF 2
- Model Parameters
- Summary
Presentation slides in Adobe Acrobat Format:
1 slide/page
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