Network and Parallel Computing: 20th IFIP WG 10.3 International Conference, NPC 2024, Haikou, China, December 78, 2024, Proceedings, Part II [Pehme köide]

.- Edge Computing and Intelligence.



.- A Fair Cooperation Strategy in the Edge-Edge Collaboration Scenario.



.- Joint Optimization of Transmission and Computation for Multi-Source MEC
System Based on Deep Reinforcement Learning.



.- MARL-Based Joint Optimization of Service Migration and Resource Allocation
in MEC.



.- NBS-Based Mobile Edge Computing: A Joint Optimization of QoS and Energy in
Computation Offloading.



.- Optimizing Resource Allocation in the Internet of Vehicles: An Intelligent
Vehicle-Edge-Cloud Collaboration Approach.



.- Proactive Intellectual Property Protection for Edge AI Models.



.- SC-TSDRL: A Cloud-Edge Collaboration Framework for Diffusion Model
Inference Acceleration.



.- Vickrey Auction Offloading for Edge-Assisted Video Analytics with Dynamic
Gain Prediction.



.- Federated Learning Algorithms and Systems.



.- An Efficient Federated Meta Unlearning Algorithm with Enhanced Privacy
Protection.



.- Balanced Federated Learning with Two-stage Client Selection for Internet
of Vehicles.



.- Efficient Federated Learning with Cost-Adjustable Generative AI over
Heterogeneous Edge Devices.



.- FedDeSnowNet: Federated De-snowing Network for LiDAR Point Clouds.



.- Federal Knowledge Graph Embedding Based on Incentive Mechanism.



.- FedZipper: A Layer-wise Quantization Compression Framework for Federated
Learning with Statistical Heterogeneity.



.- Heterogeneous Federated Learning with Controlled Gradient Variate of
Client Momentum.



.- No Fear of Domain Discrepancy: One-Shot Federated Learning via Class-Aware
Distillation.



.- Trustworthy and Incentivized Federated Learning Based on Blockchain.



.- Emerging Networks.



.- A Satellite-Ground Link Handover Strategy in LEO Networks using Advantage
Actor-Critic Algorithm.



.- A Utility-Adjustable Reverse Auction Mechanism for UAV Data Collection
Task Allocation.



.- Adaptive Switching of Lightweight and Complex DNNs for Air-Ground
Collaborative Intelligence.



.- ADMM for Energy-efficient Computation Offloading in Marine Mobile Edge
Computing Networks.



.- Analytical Route Discovery Time Estimation for UAV Networks.



.- Cross-Layer Intrusion Detection in UWSNs Using an Optimized CNN-LSTM
Model.



.- Efficient Task Offloading in MEC via UAV-UGV Collaboration.



.- SUCP Analysis for Region-Centric UAV-Assisted MEC Networks.



.- Task Offloading Optimization in Multi-layer LEO Satellite-Terrestrial
Integrated Networks with Hybrid Cloud and Edge Computing.



.- In-network Computing and Processing.



.- 2FA Sketch: Two-Factor Armor Sketch for Accurate and Efficient Heavy
Hitter Detection in Data Streams.



.- A Large-Scale Study of Abnormal Recursive DNS.



.- Adaptive Gradient Data Partition and Route Selection for Distributed DNN
Training.



.- DeepSight: In-network packet loss management for TCP applications in
datacenter networks.



.- DTN Routing Algorithm Based on Social Center and Classifier.



.- E2E-AutoPT: an end-to-end automated penetration testing with LSTM-PPO
approach.



.- EAMTI: A Novel Method Toward Early and Accurate Malicious Traffic
Identification.



.- Gradient-aware Incremental Network Quantization.



.- Providing Fine-grained Latency Control for Time Sensitive Networking: A
Reordering Method.



.- rpkt: A Generic, Safe, and Efficient Userspace Packet Processing Library
in Rust.



.- RuleAlchemy: Bidirectional Conflict-Aware Rule Aggregation for Crossed
Probing Paths in SDN.



.- RVCC: Congestion Control to Reduce Victim Flows in Data Center Networks.



.- TAB: Traffic-aware Buffer Management on Programmable Switches.