Algorithms and Architectures for Parallel Processing

.- 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.

• Erscheinungsdatum: 30.03.2026
• Autor/Autorin: Huazhong Liu
• Reihe: Lecture Notes in Computer Science
• Format: E-Book
• Dateiformat: PDF
• Kopierschutz: Wasserzeichen
• Dateigröße: 51.8 MB
• Verlag: SPRINGER
• Sprache: Englisch
• Umfang: 598 Seiten
• ISBN: 9789819584147
• Lieferung: Sofort per Download
• Hinweis: Sofort per Download lieferbar. Kein physischer Versand.
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