21st IFIP International Conference, NPC 2025, Nha Trang, Vietnam, November 14-16, 2025, Proceedings, Part II Herausgeber: Wang, Xiaoliang; Ye, Baoliu; Crespi, Noel; Jiang, Xiaohong
21st IFIP International Conference, NPC 2025, Nha Trang, Vietnam, November 14-16, 2025, Proceedings, Part II Herausgeber: Wang, Xiaoliang; Ye, Baoliu; Crespi, Noel; Jiang, Xiaohong
This two-part volume LNCS 16305 and 16306 constitutes the proceedings of the 21st IFIP International Conference on Network and Parallel Computing, NPC 2025, which was held in Nha Trang, Vietnam, during November 14-16, 2025. The 76 full papers included in this volume were carefully reviewed and selected from 223 submissions. Topics of interest include, but are not limited to, parallel and distributed applications and algorithms, parallel and distributed architectures and systems, and parallel and distributed software environments and tools.
This two-part volume LNCS 16305 and 16306 constitutes the proceedings of the 21st IFIP International Conference on Network and Parallel Computing, NPC 2025, which was held in Nha Trang, Vietnam, during November 14-16, 2025. The 76 full papers included in this volume were carefully reviewed and selected from 223 submissions. Topics of interest include, but are not limited to, parallel and distributed applications and algorithms, parallel and distributed architectures and systems, and parallel and distributed software environments and tools.
. Dynamic Resource Allocation with Adaptive Mode Selection in D2D V2X Networks. . A Digital Twin Assisted Multi Agent Task Offloading Method with Priority Scheduling in Vehicular Edge Networks. . DDPG Based Joint Dynamic Task Offloading and Resource Allocation for Multi User MEC Networks. . CGO: Cloud Game Orchestration via Resource Preception and CODEC Optimization. . Role Aware Dynamic Grouping for Efficient Coordination in Multi Agent Reinforcement Learning. . SynergiCache: A Novel Cluster Cache for Enhancing Performance in Cloud Storage Systems. . Image Compressive Sensing Approach Based on Mixed Precision Training and Deep Unrolling Network. . FastDAG: A Low Latency and Parallel Wave Execution Consensus with a Double Layer DAG. . Long term Cloud Workload Prediction with Multi period Augmented LSTM. . In Orbit Container Registry Planning for Fast Image Downloading in LEO Satellite Constellation. . TIDF: Timing based Device Fingerprinting for PLCs. . Deadlock Free Transaction Processing in Payment Channel Networks. . QoSmart IoT: Secure QoS Based Reconfiguration and Protocol Adaptation for Hybrid Clustered IoT Systems in Constrained Environments. . ManuMatic: Strategy Injection for Robust Automatic Hybrid Parallelism in Distributed DNN Training. . Maximizing the Utility of Multiple UAV Service Providers: A Hierarchical Cooperation Approach. . Slotqueue: A Wait Free Distributed Multi Producer Single Consumer Queue with Constant Remote Operations. . Exploiting Hard Samples for Stealthy Backdoor Attacks on Large Language Models. . FedSM: A Federated Spectrum Management Architecture for 6G Network. . TriCooling Sim: Efficient Thermal Simulation for High Density Micro AI Data Centers. . Semantic Driven Task Traffic Co Scheduling for TSN with Generalization Ability: A Heterogeneous Graph Neural Network based Method. . CPU GPU Heterogeneity Based Pipeline Parallel Architecture in Physical Layer Processing. . HBD CE: Efficient Cross HBD Communication for LLM Training in High Bandwidth Domain Cluster via Hierarchical Collectives. . NNia 8: An 8 Core RISC V Neural Network Inference Accelerator with Efficient Processing Elements and Memory Utilization. . GPowerT: LLM Driven Automated Programming for Power Constrained IoT Applications. . Millisecond level Interference aware Scheduling for Multi inference Co location on Ascend NPUs. . An Unsupervised Learning Log Anomaly Detection Method Based on Graph Neural Network. . Adaptive Reed Solomon Coding for OFDM in Mobile Visible Light Communications. . Fast and Accurate RDMA Congestion Control with Self Adapting Rate Adjustment. . Age of Information Minimization for Secure and Covert UAV communications. . LGSVE: Leader Guided Soft Voting Ensemble Model for Class Imbalanced IoT Intrusion Detection. . LLM Guided Soft Actor Critic for Resource Allocation in Mobile Edge Computing Networks. . ASALP: An Automatic Scaling Architecture for Edge Node Resources Based on Load Prediction. . CRANE: Two Stage Coordinated Resource Allocation of Network and Compute for Deterministic Workloads. . Federated Learning via TEE Based Dual Branch Architecture and Interaction Aware Pruning. . Breaking Language Barriers : A Domain Specific Translation Workflow for Industry. . PHITS: A Parallel Hyperlink Induced Topic Search Algorithm with Graph Partitioning and Communication Optimization. . Reducing Load balancing Cost on Asymmetric NUMA Machine. . Data Plane Driven Adaptive Routing with In Network Reinforcement Learning.
. Dynamic Resource Allocation with Adaptive Mode Selection in D2D V2X Networks. . A Digital Twin Assisted Multi Agent Task Offloading Method with Priority Scheduling in Vehicular Edge Networks. . DDPG Based Joint Dynamic Task Offloading and Resource Allocation for Multi User MEC Networks. . CGO: Cloud Game Orchestration via Resource Preception and CODEC Optimization. . Role Aware Dynamic Grouping for Efficient Coordination in Multi Agent Reinforcement Learning. . SynergiCache: A Novel Cluster Cache for Enhancing Performance in Cloud Storage Systems. . Image Compressive Sensing Approach Based on Mixed Precision Training and Deep Unrolling Network. . FastDAG: A Low Latency and Parallel Wave Execution Consensus with a Double Layer DAG. . Long term Cloud Workload Prediction with Multi period Augmented LSTM. . In Orbit Container Registry Planning for Fast Image Downloading in LEO Satellite Constellation. . TIDF: Timing based Device Fingerprinting for PLCs. . Deadlock Free Transaction Processing in Payment Channel Networks. . QoSmart IoT: Secure QoS Based Reconfiguration and Protocol Adaptation for Hybrid Clustered IoT Systems in Constrained Environments. . ManuMatic: Strategy Injection for Robust Automatic Hybrid Parallelism in Distributed DNN Training. . Maximizing the Utility of Multiple UAV Service Providers: A Hierarchical Cooperation Approach. . Slotqueue: A Wait Free Distributed Multi Producer Single Consumer Queue with Constant Remote Operations. . Exploiting Hard Samples for Stealthy Backdoor Attacks on Large Language Models. . FedSM: A Federated Spectrum Management Architecture for 6G Network. . TriCooling Sim: Efficient Thermal Simulation for High Density Micro AI Data Centers. . Semantic Driven Task Traffic Co Scheduling for TSN with Generalization Ability: A Heterogeneous Graph Neural Network based Method. . CPU GPU Heterogeneity Based Pipeline Parallel Architecture in Physical Layer Processing. . HBD CE: Efficient Cross HBD Communication for LLM Training in High Bandwidth Domain Cluster via Hierarchical Collectives. . NNia 8: An 8 Core RISC V Neural Network Inference Accelerator with Efficient Processing Elements and Memory Utilization. . GPowerT: LLM Driven Automated Programming for Power Constrained IoT Applications. . Millisecond level Interference aware Scheduling for Multi inference Co location on Ascend NPUs. . An Unsupervised Learning Log Anomaly Detection Method Based on Graph Neural Network. . Adaptive Reed Solomon Coding for OFDM in Mobile Visible Light Communications. . Fast and Accurate RDMA Congestion Control with Self Adapting Rate Adjustment. . Age of Information Minimization for Secure and Covert UAV communications. . LGSVE: Leader Guided Soft Voting Ensemble Model for Class Imbalanced IoT Intrusion Detection. . LLM Guided Soft Actor Critic for Resource Allocation in Mobile Edge Computing Networks. . ASALP: An Automatic Scaling Architecture for Edge Node Resources Based on Load Prediction. . CRANE: Two Stage Coordinated Resource Allocation of Network and Compute for Deterministic Workloads. . Federated Learning via TEE Based Dual Branch Architecture and Interaction Aware Pruning. . Breaking Language Barriers : A Domain Specific Translation Workflow for Industry. . PHITS: A Parallel Hyperlink Induced Topic Search Algorithm with Graph Partitioning and Communication Optimization. . Reducing Load balancing Cost on Asymmetric NUMA Machine. . Data Plane Driven Adaptive Routing with In Network Reinforcement Learning.
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