Algorithms and Architectures for Parallel Processing
Description
The eight volume set, LNCS 16381-16388 constitutes the refereed proceedings of the 25th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2025, held in Zhengzhou, China, during October 30 -November 2, 2025.
The 158 full papers, 104 research papers and 48 session papers included in these proceedings were carefully reviewed and selected from 543 submissions. They focus on the following topical sections:
Part I : Parallel and Distributed Architectures; Software Systems and Programming Models.
Part II : Parallel and Distributed Algorithms and Applications.
Part III : Parallel and Distributed Algorithms and Applications; Internet of Things and Cyber-Physical-Social Computing; Performance Modeling and Evaluation.
Part IV : Service Dependability and Security in Distributed and Parallel Systems; Network Architectures and Algorithms.
Part V: Network Architectures and Algorithms.
Part VI: Parallel and Distributed Architectures; Software Systems and Programming Models; Parallel and Distributed Algorithms and Applications; Big Data Management and Analysis; Performance Modeling and Evaluation.
Part VII: Service Dependability and Security in Distributed and Parallel Systems; Network Architectures and Algorithms; Internet of Things and Cyber-Physical-Social Computing.
Part VIII: Intelligent Distributed Computing; Resource Coordination and Joint Optimization in Cloud-Edge-End Systems; Symbiotic AI and Data Ecosystems; Smart Education Powered by Parallel and Distributed Processing; AI for Networks and Networking for AI; Emerging Network Technologies in Computing and Networking Convergence.
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Content
.- Network Architectures and Algorithms
.- DE-MFLA: Lightweight Packet-Level Encrypted Traffic Classification via Dual-Branch Embedding and Multi-Flow Linear Attention.
.- Enabling Fine-Grained Flow Scheduling for Hardware-Offloaded Networks.
.- GAT-Enhanced Q-Learning for Adaptive Opportunistic Routing with Multi-Attribute Fusion.
.- Optimizing Collaborative Edge Caching in IoT via Social-Aware Spatio-Temporal Prediction and Multi-Agent Reinforcement Learning.
.- INTMCC: An in-Network Telemetry-Based Multipath Congestion Control Algorithm for Data Center Networks.
.- RIS-Assisted Beamforming Optimization Based on DNN in the UAV-ISAC System.
.- Enhanced Semi-Persistent Scheduling for Resource Collision Avoidance in C-V2X.
.- A Multi-Objective Mapping Optimization Strategy for Large-Scale NoC Design.
.- JAFC: Job-Aware Flow Control for Distributed DNN Training.
.- Efficient Multi-Receiver Certificate-Based Proxy Re-Encryption Plus Scheme for Cloud Data Sharing.
.- LIEM: An Learned Interval-Based Event Matching Algorithm for Content-Based Publish/Subscribe Systems.
.- A Hierarchical Deep Reinforcement Learning Framework for Joint Trajectory and Resource Allocation in UAV-MEC Systems.
.- RapidNet: Software-Based Virtual RapidIO for Containerized Intra-Satellite Serving Network.
.- Leveraging Hierarchical Inference and Knowledge Distillation in Programmable Switches for Time-Varying Traffic Classification.
.- XGTFormer: A Hybrid Transformer-Boosted Model for Effective Network Intrusion Detection.
.- Towards Timeout-Less Flow Scheduling for Data Center Networks.
.- 6Scout: IPv6 Target Generation with Hybrid Trees and Reinforcement Learning for Internet-Wide Scanning.
.- A Temporal Forecasting Model for Illegal Online Transaction Using Adaptive Slicing and Dual-Branch Adversarial Enhancement.
.- Edge-Scheduled Mobile Cooperative Power Replenishment in Budget-Constrained WRSNs with Limited Charging Locations.
.- Dual-Domain Multi-Scale Network for Fundus Image Restoration.
.- Anomaly Detection in PV Power Plants Based on Improved Isolated Forest Approach.
.- ZQuery-LSM-Tree for ZNS SSD.
.- SSE-Sim: Simhash-Driven Multi-Trapdoor Searchable Encryption with PRE for IP Transactions.
.- DAF-Net: Dynamic Aggregation and Cycle-Aware Frequency Mechanism for Time Series Forecasting.
.- DiffGen: Optimizing I/O Trace Generation with Differentiated Modeling Techniques.
.- LinkUIE: Entity Linking Adapter for Universal Information Extraction.
.- CalmKV: Enhancing Read Performance of KV Store on Fast SSDs Under Write Interference.
.- Forecasting and Attribution Modeling of Port Carbon Emissions for Green Governance.
.- PCRP: Data-Parallel Framework for Periodic-Causal Relation Paths in Temporal Knowledge Graphs.
.- GSSN: A Graph Structural Similarity Network for Complex 2D Geometric Drawing Retrieval.
.- SWinAct: Multi-Anchor Guided Sliding Windows for Robust Temporal Action Modeling.
.- Prototype-Based Query Mechanism for Video Instance Segmentation.