Collaborative Computing: Networking, Applications and Worksharing
Springer International Publishing (Verlag)
978-3-031-24382-0 (ISBN)
The 57 full papers presented in the proceedings were carefully reviewed and selected from 171 submissions. The papers are organized in the following topical sections: Recommendation System; Federated Learning and application; Edge Computing and Collaborative working; Blockchain applications; Security and Privacy Protection; Deep Learning and application; Collaborative working; Images processing and recognition.
Recommendation System.- A Negative Sampling-based Service Recommendation Method.- Knowledge Graph Enhanced Web API Recommendation via Neighbor Information Propagation for Multi service Application Development.- Expertise-oriented Explainable Question Routing.- An API Recommendation Method based on Beneficial Interaction.- A flow prediction model of bike-sharing based on cycling context.- Federated Learning and application.- FedFR: Evaluation and Selection of Loss Functions for Federated Face Recognition.- FedCL: An Efficient Federated Unsupervised Learning for Model Sharing in IoT.- Edge Federated Learning for Social Profit Optimality: A Cooperative Game Approach.- MetaEM: Meta Embedding Mapping for Federated Cross-Domain Recommendation to Cold-Start Users.- A Reliable Service Function Chain Orchestration Method Based on Federated Reinforcement Learning.- EdgeComputing and Collaborative working.- A Context-aware Approach to Scheduling of Multi-Data- Source Tasks in Mobile Edge Computing.- Secure and Private Coding for Edge Computing against Cooperative Attack with Low Communication Cost and Computational Load.- Availability-Constrained Application Deployment in Hybrid Cloud-Edge Collaborative Environment.- EBA: An Adaptive Large Neighborhood Search-based Approach for Edge Bandwidth Allocation.- System Completion Time Minimization with Edge Server Onboard Unmanned Vehicle.- An approach to the synchronization of dynamic complex network combining degree distribution and eigenvector criteria.- An Energy-Saving Strategy for 5G Base Stations in Vehicular Edge Computing.- An efficient scheduling strategy for containers based on Kubernetes.- NOMA-Based Task Offloading and Allocation in Vehicular Edge Computing Networks.- A Collaborative Graph Convolutional Networks and Learning Styles Model For Courses Recommendation.- Exploring the Impact of Structural Holes on the Value Creation in Service Ecosystems.- Learning Dialogue Policy Efficiently Through Dyna Proximal Policy Optimization.- Self-Gated FM: Revisiting the Weight of Feature Interactions for CTR Prediction.- Heterogeneous Graph Neural Network-based Software Developer Recommendation.- Blockchain applications.- FAV-BFT:An Efficient File Authenticity Verification Protocol for Blockchain-based File-Sharing System.- Incentive Mechanism Design for Uncertain Tasks in Mobile Crowd Sensing Systems Utilizing Smart Contract in Blockchain.- Research on the Update Method of CP-ABE Access Control Strategy based on Smart Contract.- Effective Blockchain-based Asynchronous Federated Learning for Edge-computing.- One-Time Anonymous Certificateless Signcryption Scheme Basedon Blockchain.
| Erscheinungsdatum | 27.01.2023 |
|---|---|
| Reihe/Serie | Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering |
| Zusatzinfo | XVII, 555 p. 200 illus., 181 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 863 g |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Schlagworte | Applications • Artificial Intelligence • bandwidth • Communication Systems • Computer Networks • Computer Science • Computer Security • Computer systems • conference proceedings • Databases • Data communication systems • Education • Engineering • Informatics • Internet • learning • machine learning • Mathematics • Network Protocols • Research • Signal Processing • Telecommunication networks • Telecommunication Systems • wireless telecommunication systems |
| ISBN-10 | 3-031-24382-X / 303124382X |
| ISBN-13 | 978-3-031-24382-0 / 9783031243820 |
| Zustand | Neuware |
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