Algorithms and Architectures for Parallel Processing: 25th International Conference, ICA3PP 2025, Zhengzhou, China, October 30November 2, 2025, Proceedings, Part VIII [Pehme köide]

.- Intelligent Distributed Computing.
.- FbsPipe: Forward-Backward Separation Pipeline Parallelism Method for Deep
Learn-ing.
.- Dynamic Ring Signature: Towards Provable Anonymity in Blockchain-Based
E-Vot-ing.
.- Federated Learning with Dual-View Feature Fusion and Composite
Aggregation.
.- DP-DTG: Dynamic Gradient Updating-Based Differentially Privacy
Preservation Mechanism for Distributed Services.
.- FedDDS: A Federated Learning Optimization Method with Data Augmentation
Based on Data Distribution Similarity.
.- Intelligent Train Vehicle Profiling via Data Mining and Tagging of
Distributed Heter-ogeneous Data.
.- DP-GNN-P: Graph Partitioning-Based Differential Privacy Preservation
Mechanism for Service-Oriented Distributed Graph Neural Network Computing.
.- Overview of the Evolution and Cutting-Edge Practices of Distributed Cloud
Storage Database Technology.
.- DTSHS: A Distributed Training Task Scheduler for Heterogeneous Swarms.
.- ID3ATT: An Improved TD3 Approach for Active Target Tracking with
Comprehen-sive Visual Information Acquisition.
.- Adaptive Parallel Search for Multi-Query Tenuous Groups on Social
Networks.
.- Fabric Pro: Transaction Lifecycle Optimization for Hyperledger Fabric.
.- A Blockchain-Based Solution for Multi-Stage Spatiotemporal Crowdsourcing.
.- Resource Coordination and Joint Optimization in Cloud-Edge-End Systems.
.- Cloud-Edge-End Coordinated Meta-Reinforcement Learning for Adaptive
Resource Allocation in Intelligent Transportation Systems.
.- LLM4Rec-LIGHTNING: High-Throughput Training System for LLM4Rec on
Memory-Constrained GPUs.
.- Enhancing RAPTOR in RAG Systems: Semantic Segmentation for Improved
Initial Chunking.
.- Evolutionary Network Search with Adaptive Fusion for Gesture Recognition.
.- A Hierarchical Optimization Framework for Pareto-Optimal Edge Server
Deployment Balancing Latency, Load, and Energy Consumption.
.- Symbiotic AI and Data Ecosystems.
.- Multi-Agent System Architectures Comparison: A Use Case in Telecom
Customer Ser-vice.
.- Acceleration Method of Distributed Multimodal Learning Tasks in Cloud
Virtualiza-tion Environment.
.- Human-Aligned Data Quality Assessment via Prompt and Scorer
Co-Optimization.
.- Multi-Dimensional Prompt Expansion: Black-Box DoS Attacks on Multi-Agent
LLMs.
.- Towards Digital Biomarkers: Browser-Based Facial Dynamics Analysis for
Dementia Subtype Diagnosis.
.- Smart Education Powered by Parallel and Distributed Processing.
.- The Effects of Perceived Usefulness, AI Self-Efficacy, and AI Interaction
Positivity on the Continuance Intention of Generative Artificial Intelligence
in Education.
.- Determinants of College Students' Continuance Intention Toward Generative
AI Team-mates: An Integrated Expectation-Confirmation and Shared Mental Model
Approach.
.- A Review of Advances in Textual Emotion Cause Analysis.
.- Enhancing Creativity Through 3D Technology in STEAM Education: Insights
from a Meta-Analysis.
.- Understanding the Influencing Mechanism of GAI Dependence Among College
Stu-dents: Perspective from I-PACE Model.
.- AI-Supported Educational Interventions for Enhancing Computational
Thinking: A Meta-Analysis.
.- How Does Content Type Influence Acceptance? A Study on Student Acceptance
of AI-Generated Science Popularization Short Videos Based on the TAM Model.
.- How Core Personal Traits Drive Short Video Dependence: A Serial Mediation
Analysis Through FoMO and Self-Efficacy in the I-PACE Model.
.- How Adaptive Gamification in AI Environments Enhances STEM Learning
Outcomes: A TAM-CoI Integrated Comparison with Fixed Scaffolding.
.- Synthesizing the Effects of AI-Driven Adaptive Learning Platforms on
Students' Aca-demic Achievement: A Meta-Analysis.
.- AI for Networks and Networking for AI.
.- FALI: Fusion Adapter for Multiple LoRA Models Inference.
.- DCT-Sketch: Memory-Efficient Detection of Multi-Dimensional Top-K Flows in
High-Speed Networks.
.- An Improved GAN-Based Attack Sample Generation Method for High-Speed EMU
Communication Networks.
.- An Attribute-Sensitive Data Protection Method for UAV Based on FPE.
.- An Adaptive Watermark Embedding Method for Multi-Modal Data in Power
Systems.
.- An Innovative Model for Solving the Identical Shortcut Problem in Anomaly
Detection of AIOps.
.- SMAR: Short-Flow Multi-Path Adaptive Routing for Heterogeneous RDMA
Work-loads.
.- HaLB: Heterogeneous Traffic-Aware Load Balancing for Minimizing Deadline
Misses in AI-Centric Datacenter Networks.
.- Towards Efficient Multi-Path Transport with Robust Reordering in RDMA
Datacenter Networks.
.- Hierarchical-Caching-Driven Distributed Architecture for Accelerating
Model Train-ing.
.- VRI-PW: A Part-Whole Method for Maritime Vessel Re-Identification.
.- Enhancing Equity: A Switch-Assisted Strategy for Improving Fairness in
RDMA Net-works.
.- Emerging Network Technologies in Computing and Networking Convergence.
.- Research on MPQUIC Simulation Technology in NS-3 Wireless Network.
.- Automatic Generation and Optimization of Instructional Designs Through
Multi-Stage Multi-Agent Collaboration.
.- Lane Line Detection Based on Micro Intelligent Vehicle Simulation Platform.