Synopsis
Section I. Introduction
1.1 Research background
1.2 Content summary
1.3 Key contributions
1.4 Chapter Arrangement
Section II. A Survey of the Resource Management Throughout Application Processing
2.1 Chapter introduction
2.2 Analysis on request access process
2.3 Transmission Control Protocol
2.4 Communications between processes
2.5 Data Synchronization
2.6 Chapter summary
Section III. A Task Scheduling Scheme in the DC Access Network
3.1 Chapter introduction
3.2 Performance measurement and analysis of network workflow
3.3 Multi-resource allocation model based on delay guarantee
3.4 Experiment and performance analysis
3.5 Chapter summary
Section IV. A Cross-layer Transport Protocol Design in the Terminal Systems of DC
4.1 Chapter introduction
4.2 Design Principles of Dual Perceptual Scheduling Protocol
4.3 Mechanism analysis and design
4.4 Dual-aware scheduling protocol
4.5 System stability verification
4.6 Experiment and performance analysis
4.7 Chapter summary
Section V. Optimization of Container Communication in DC Back-end Servers
5.1 Chapter introduction
5.2 Research Background
5.3 Container group communication mechanism design
5.4 Model sublinear limit
5.5 Experiment and performance analysis
5.6 Chapter summary
Section VI. The Deployment of Large-scale Data Synchronization System for Cross-DC Networks
6.1 Chapter introduction
6.2 Overview of traffic management issues
6.3 Large-scale data transmission system-PieBridge
6.4 System stability proof
6.5 Experiment and performance analysis
6.6 Chapter summary
Section VII. Storage issuses in the edge
7.1 Chapter introduction
7.2 Characteristics in the short video network
7.3 traditional caching policies become invilid
7.4 RL-based strategy
7.5 Experiment and performance analysis
7.6 Chapter summary
Section VIII. Computing issuses in the edge
8.1 Chapter introduction
8.2 Computing scenario in edge computing
8.3 Task mitigation and transfer
8.4 Speed up the edge computing by transformation
8.5 Chapter summary
Section IX. Conclusion
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