Network Management in Cloud and Edge Computing

<p>Section I. Introduction</p>

<p>1.1 Research background</p>

<p>1.2 Content summary</p>

<p>1.3 Key contributions</p>

<p>1.4 Chapter Arrangement</p>

<p>Section II. A Survey of the Resource Management Throughout Application Processing</p>

<p>2.1 Chapter introduction</p>

<p>2.2 Analysis on request access process </p>

<p>2.3 Transmission Control Protocol</p>

<p>2.4 Communications between processes</p>

<p>2.5 Data Synchronization</p>

<p>2.6 Chapter summary</p>

<p>Section III. A Task Scheduling Scheme in the DC Access Network</p>

<p>3.1 Chapter introduction</p>

<p>3.2 Performance measurement and analysis of network workflow</p>

<p>3.3 Multi-resource allocation model based on delay guarantee</p>

<p>3.4 Experiment and performance analysis</p>

<p>3.5 Chapter summary</p>

<p>Section IV. A Cross-layer Transport Protocol Design in the Terminal Systems of DC</p>

<p>4.1 Chapter introduction</p>

<p>4.2 Design Principles of Dual Perceptual Scheduling Protocol</p>

<p>4.3 Mechanism analysis and design</p>

<p>4.4 Dual-aware scheduling protocol</p>

<p>4.5 System stability verification</p>

<p>4.6 Experiment and performance analysis</p>

<p>4.7 Chapter summary</p>

<p>Section V. Optimization of Container Communication in DC Back-end Servers</p>

<p>5.1 Chapter introduction</p>

<p>5.2 Research Background</p>

<p>5.3 Container group communication mechanism design</p>

<p>5.4 Model sublinear limit</p>

<p>5.5 Experiment and performance analysis</p>

<p>5.6 Chapter summary</p>

<p>Section VI. The Deployment of Large-scale Data Synchronization System for Cross-DC Networks</p>

<p>6.1 Chapter introduction</p>

<p>6.2 Overview of traffic management issues</p>

<p>6.3 Large-scale data transmission system—PieBridge</p>

<p>6.4 System stability proof</p>

<p>6.5 Experiment and performance analysis</p>

<p>6.6 Chapter summary</p>

<p>Section VII. Storage issuses in the edge</p>

<p>7.1 Chapter introduction</p>

<p>7.2 Characteristics in the short video network</p>

<p>7.3 traditional caching policies become invilid</p>

<p>7.4 RL-based strategy</p>

<p>7.5 Experiment and performance analysis</p>

<p>7.6 Chapter summary</p>

<p>Section VIII. Computing issuses in the edge</p>

<p>8.1 Chapter introduction</p>

<p>8.2 Computing scenario in edge computing</p>

<p>8.3 Task mitigation and transfer</p>

<p>8.4 Speed up the edge computing by transformation</p>

<p>8.5 Chapter summary</p>

<p>Section IX. Conclusion</p>