Runtime parallelisation switching for mpeg4 encoder on mpsoc | Blazingprojects Postgraduate Thesis
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Runtime parallelisation switching for mpeg4 encoder on mpsoc

 

Table Of Contents


Chapter ONE

INTRODUCTION

  • 1.1Introduction
  • 1.2Background of Study
  • 1.3Problem Statement
  • 1.4Objective of Study
  • 1.5Limitation of Study
  • 1.6Scope of Study
  • 1.7Significance of Study
  • 1.8Structure of the Research
  • 1.9Definition of Terms

Chapter TWO

LITERATURE REVIEW

  • 2.1Overview of MPEG4 Encoder
  • 2.2Parallelization Techniques
  • 2.3Multi-Processor System-on-Chip (MPSoC)
  • 2.4Previous Studies on MPEG4 Encoding
  • 2.5Performance Metrics in Parallel Processing
  • 2.6Challenges in Runtime Parallelization Switching
  • 2.7Benefits of Runtime Parallelization in MPSoC
  • 2.8Impact of Parallelization on MPEG4 Encoding Quality
  • 2.9Energy Efficiency Considerations
  • 2.10Future Trends in Parallelization for MPEG4 Encoding

Chapter THREE

RESEARCH METHODOLOGY

  • 3.1Research Design and Framework
  • 3.2Sampling Techniques
  • 3.3Data Collection Methods
  • 3.4Data Analysis Procedures
  • 3.5Software and Tools
  • 3.6Experimental Setup
  • 3.7Validity and Reliability Measures
  • 3.8Ethical Considerations

Chapter FOUR

DATA PRESENTATION AND ANALYSIS

  • 4.1Analysis of Experimental Results
  • 4.2Comparison of Parallelization Techniques
  • 4.3Impact of Runtime Switching on Encoding Speed
  • 4.4Quality Assessment of Parallelized Encoding
  • 4.5Energy Consumption Analysis
  • 4.6Scalability of Parallelization in MPSoC
  • 4.7Overhead Analysis of Runtime Switching
  • 4.8Discussion on Findings

Chapter FIVE

SUMMARY, CONCLUSION AND RECOMMENDATIONS

  • 5.1Summary of Findings
  • 5.2Conclusion
  • 5.3Recommendations for Future Research
  • 5.4Implications for Industry
  • 5.5Contribution to Knowledge

Thesis Abstract

The recent development for multimedia applications on mobile terminals raised the need for flexible and scalable computing platforms that are capable of providing considerable (application specific) computational performance within a low cost and a low energy budget.

The MPSoC with multi-disciplinary approach, resolving application mapping, platform architecture and runtime management issues, provides such multiple heterogeneous, flexible processing elements. In MPSoC, the run-time manager takes the design time exploration information as an input and selects an active Pareto point based on quality requirement and available platform resources, where a Pareto point corresponds to a particular parallelization possibility of target application.

To use system’s scalability at best and enhance application’s flexibility a step further, the resource management and Pareto point selection decisions need to be adjustable at run-time. This thesis work experiments run-time Pareto point switching for MPEG-4 encoder. The work involves design time exploration and then embedding of two parallelization possibilities of MPEG-4 encoder into one single component and enabling run-time switching between parallelizations, to give run-time control over adjusting performance-cost criteria and allocation de-allocation of hardware resources at run-time.

The newer system has the capability to encode each video frame with different parallelization. The obtained results offer a number of operating points on Pareto curve in between the previous ones at sequence encoding level. The run-time manager can improve application performance up to 50% or can save memory bandwidth up to 15%, according to quality request.


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