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Modeling and Optimization for Mobile Social Networks

Overview of MSNs Mobile Social Networks Architecture of MSNs Access to MSNs Applications in MSNs Multimedia Services Heathcare Services Security Services Research Issues in MSNs Community Detection Content Distribution Mobility Privacy Security Modeling and Optimization for MSNs Aim of the Monograph References Modeling of Epidemic Information Dissemination for MSNs Information Dissemination in MSNs Related Work Epidemic Information Dissemination Model General Information Dissemination Model System Model MSN-Based Social Graph Opportunistic Links Information Transmission Mechanism Proposed Analytical Scheme for Information Dissemination Performance Evaluation Simulation Setup Model Validation Time Evolutions of Nodes Performance of Information Dissemination Effects of Spreading Parameter and Immune Parameter Effects of Node Degree Effects of MSN-Based Social Graph Summary References Modeling of Selfishness-Aware Incentive for MSNs Selfishness-Aware Incentive in MSNs Related Work System Model Social Network Mobility Model Node Selfishness Proposed Model with a Novel Selfishness Division Performance Evaluation Simulation Setup Effect of Weak Selfishness Effect of Extreme Selfishness Summary References Optimal Relay Services for MSNs Relay Services in MSNs Related Work System Model Network Model Node Model Bundle Model Design Goals Relay Service Scheme Node Status Node Selection Bargain Game Bundle Delivery Framework Performance Evaluations Simulation Setup Performance Comparison Summary References Optimal Cloud Resource Allocation for MSNs Cloud Resource Allocation in MSNs Related Work Multimedia Social Networks with Mobile Users Resource Allocation with Media Cloud System Model System Model QoE Model Design Goals Problem Formulation Resource Allocation Framework Utility Functions Four Stage Stackelberg Game Analysis of the Proposed Four Stage Game Evolution Game Among Users in Stage IV Non-cooperative Game Among Brokers in Stage II and Stage III Strategy of Media Cloud in Stage I Algorithm Design for Scheme Implementation Performance Evaluation Simulation Setup Numerical Results Summary References Optimization of Heterogeneous MSN Architecture Network Architecture for Heterogeneous MSNs Mobile Content Delivery Requirement of Mobile Communication Advance of Network Architecture for Mobile Social Contents Challenges in Mobile Content Delivery in MSNs Content Centric Mobile Social Networks Content Centric Networks Content Centric Mobile Social Networks Architecture of Content Centric Mobile Content Delivery Network Architecture Process of Mobile Interest and Content Delivery Caching for a Content Store in a CCN Node in a Small Cell Performance Evaluation Summary References Conclusions Future Research Directions Big Data and MSNs IoTs and MSNs Content Centric MSNs Emerging Applications in MSNs References

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