Description

Book Synopsis

 
.- 25th International Conference on Parallel and Distributed Computing, Applications and Technologies.
.- Decentralized Federated Learning with Knowledge Distillation for Image Classification and Demand Forecasting in Industrial Chains.
.- Integrating Blockchain into Insurance Claim Management: Applications of NFTs, Smart Contracts and IPFS.
.- A Meta-Reinforcement Learning Framework for Adaptive Quadrotor UAV Attitude Control.
.- Securing Energy Transactions for Electric Vehicles: The Blockchain Approach and Encrypted NFTs.
.- Optimizing Task Allocation in Heterogeneous Agent Manufacturing Systems.
.- MPG: Multi-Modal Personal Health Graph for Alzheimer’s Disease Diagnosis.
.- SMAC: A secure multi-authority access control scheme with attribute unifi cation for Fog enabled IoT in e-health.
.- Convolutional Neural Networks Parameter Training for SCM Algorithm based on Hausdorff Difference.
.- Handling Non-stationarity with Distribution Shifts and Data Dependency in Time Series Forecasting.
.- The two-stage stochastic facility location game.
.- Regularized non-monotone $gamma$-weakly submodular maximization.
.- Fed-MoE: Efficient Federated Learning for Mixture-of-Experts Models via Empirical Pruning.
.- WaitIO-Hybrid: Communication for Coupling MPI Programs among Heterogeneous Systems.
.- The Material Delivery Route Prediction Method Based on Deep Reinforcement Learning.
.- Privacy-Preserving in Medical Image Analysis: A Review of Methods and Applications.
.- Research on Task Migration Problem Based on Link Uncertainty in Adver sarial Scenarios.
.- Optimizing Production Component Scheduling In Multivariate Industrial Networks With Dynamic Changes In Production Costs.
.- Multi-Agent Collaboration for Time-Sensitive Tasks in Multiple Networked Adversarial Scenarios.
.- Containerized Data-Flow Processing for Scalable Real-Time Analytics on Edge Devices.
.- Fast Approximation for Scheduling Malleable Jobs on Parallel Batch Machines with Rejection.
.- Real-Time and In-Situ Temperature Profiling for Determining Detonation of White Dwarf Mergers.
.- accparser: A Standalone OpenACC Parser and its Usage on Mapping Ope nACC to OpenMP Directives.
.- Out-of-Memory GPU Sorting using Asynchronous CUDA Streams.
.- Long-Term and Periodicity-Aware Spatio-Temporal Model for Traffic Flow Prediction.
.- A new approximation algorithm for two-machine flow shop with transporter coordinate.
.- Enhancing Federated Learning Robustness in Non-IID Data Environments via MMD-Based Distribution Alignment.
.- Multi-scale Time-frequency Representation for Multi-component Radar Signal Recognition.
.- An LP-based approximation algorithm for the fault-tolerant facility location problem with penalties.
.- A Q-Learning Driven Artificial Bee Colony Algorithm for Multi-Objective Multiplex Industrial Chain Networks Design with Multiple Supply Cycles.
.- Complete Bipartite Graph Division Under Weakly Lexicographic Preferences.
.- Multiagent Reinforcement Learning based on Structural Coordination.
.- Fair Division of Indivisible Chores with Weighted and Prioritized Agents.
.- An Efficient Incentive Mechanism for Collaborative Anomaly Detection in Internet of Things.
.- Advancing Evasion: Highly Effective Distributed Backdoor Attacks in Federated Learning.
.- DCAFNet: An Efficient Change Detection Structure for Remote Sensing Images.
.- Feature norms-aware and Hardness guided Complementary Entropy Balanced Loss for Long-tailed Image Classification.
.- Research on Two-stage Text Language Identification Algorithms for Chinese, Japanese, and Korean.
.- Improved XGBoost-MLP model and application to performance prediction.
.- STB-GraCapsNet: A Novel Capsule Network Structure with Swin Transformer Block.
.- NAAM: Enhancing Automatic Task Mapping Efficiency on NUMA Machines.
.- A Lightweight Garbage Classification Algorithm for Scenic Spots.
.- Soft capacitated two-stage stochastic facility location problem.
.- TSR: a Location Privacy Preservation Mechanism in Public Transportation Route Planning Service.
.- Parallel Acceleration of Transportation Problem Solving Using SpMV in the Industrial Chain Context.
.- Reinforcement Learning for Airline Multi-product Continuous Dynamic Pricing.
.- I/O Latency Management in Private Cloud Infrastructures.
.- UAV Swarm Collaborative Target Assignment Problem: A Deletion Robust Submodular Maximization Approach.
.- Streaming algorithm for balance gain and cost with Knapsack constraint on the integer lattice.
.- Decentralizing Energy Trading for Electric Vehicles using Blockchain Technology.
.- Leveraging Hardware Performance Counters for Predicting Workload Interference in Vector Supercomputers.
.- Intelligent Multi-agent Systems for UAV-Robot Path Optimization via Reflective Evolution.  
.- The hub location and flow assignment problem in the high-speed railway and highway co-transportation network.
.- Predicting MPI communication for solving partial differential equations using Machine Learning.
.- A CNN_LSTM_KAN based genetic algorithm for photovoltaic power generation revenue prediction.
.- A Multiscale Global-Local Transformer for Long-Sequence PV power generation Forecasting.

Parallel and Distributed Computing Applications

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Order before 4pm today for delivery by Fri 16 Jan 2026.

A Paperback by Yupeng Li

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    View other formats and editions of Parallel and Distributed Computing Applications by Yupeng Li

    Publisher: Springer
    Publication Date: 4/14/2025
    ISBN13: 9789819642069, 978-9819642069
    ISBN10: 981964206X

    Description

    Book Synopsis

     
    .- 25th International Conference on Parallel and Distributed Computing, Applications and Technologies.
    .- Decentralized Federated Learning with Knowledge Distillation for Image Classification and Demand Forecasting in Industrial Chains.
    .- Integrating Blockchain into Insurance Claim Management: Applications of NFTs, Smart Contracts and IPFS.
    .- A Meta-Reinforcement Learning Framework for Adaptive Quadrotor UAV Attitude Control.
    .- Securing Energy Transactions for Electric Vehicles: The Blockchain Approach and Encrypted NFTs.
    .- Optimizing Task Allocation in Heterogeneous Agent Manufacturing Systems.
    .- MPG: Multi-Modal Personal Health Graph for Alzheimer’s Disease Diagnosis.
    .- SMAC: A secure multi-authority access control scheme with attribute unifi cation for Fog enabled IoT in e-health.
    .- Convolutional Neural Networks Parameter Training for SCM Algorithm based on Hausdorff Difference.
    .- Handling Non-stationarity with Distribution Shifts and Data Dependency in Time Series Forecasting.
    .- The two-stage stochastic facility location game.
    .- Regularized non-monotone $gamma$-weakly submodular maximization.
    .- Fed-MoE: Efficient Federated Learning for Mixture-of-Experts Models via Empirical Pruning.
    .- WaitIO-Hybrid: Communication for Coupling MPI Programs among Heterogeneous Systems.
    .- The Material Delivery Route Prediction Method Based on Deep Reinforcement Learning.
    .- Privacy-Preserving in Medical Image Analysis: A Review of Methods and Applications.
    .- Research on Task Migration Problem Based on Link Uncertainty in Adver sarial Scenarios.
    .- Optimizing Production Component Scheduling In Multivariate Industrial Networks With Dynamic Changes In Production Costs.
    .- Multi-Agent Collaboration for Time-Sensitive Tasks in Multiple Networked Adversarial Scenarios.
    .- Containerized Data-Flow Processing for Scalable Real-Time Analytics on Edge Devices.
    .- Fast Approximation for Scheduling Malleable Jobs on Parallel Batch Machines with Rejection.
    .- Real-Time and In-Situ Temperature Profiling for Determining Detonation of White Dwarf Mergers.
    .- accparser: A Standalone OpenACC Parser and its Usage on Mapping Ope nACC to OpenMP Directives.
    .- Out-of-Memory GPU Sorting using Asynchronous CUDA Streams.
    .- Long-Term and Periodicity-Aware Spatio-Temporal Model for Traffic Flow Prediction.
    .- A new approximation algorithm for two-machine flow shop with transporter coordinate.
    .- Enhancing Federated Learning Robustness in Non-IID Data Environments via MMD-Based Distribution Alignment.
    .- Multi-scale Time-frequency Representation for Multi-component Radar Signal Recognition.
    .- An LP-based approximation algorithm for the fault-tolerant facility location problem with penalties.
    .- A Q-Learning Driven Artificial Bee Colony Algorithm for Multi-Objective Multiplex Industrial Chain Networks Design with Multiple Supply Cycles.
    .- Complete Bipartite Graph Division Under Weakly Lexicographic Preferences.
    .- Multiagent Reinforcement Learning based on Structural Coordination.
    .- Fair Division of Indivisible Chores with Weighted and Prioritized Agents.
    .- An Efficient Incentive Mechanism for Collaborative Anomaly Detection in Internet of Things.
    .- Advancing Evasion: Highly Effective Distributed Backdoor Attacks in Federated Learning.
    .- DCAFNet: An Efficient Change Detection Structure for Remote Sensing Images.
    .- Feature norms-aware and Hardness guided Complementary Entropy Balanced Loss for Long-tailed Image Classification.
    .- Research on Two-stage Text Language Identification Algorithms for Chinese, Japanese, and Korean.
    .- Improved XGBoost-MLP model and application to performance prediction.
    .- STB-GraCapsNet: A Novel Capsule Network Structure with Swin Transformer Block.
    .- NAAM: Enhancing Automatic Task Mapping Efficiency on NUMA Machines.
    .- A Lightweight Garbage Classification Algorithm for Scenic Spots.
    .- Soft capacitated two-stage stochastic facility location problem.
    .- TSR: a Location Privacy Preservation Mechanism in Public Transportation Route Planning Service.
    .- Parallel Acceleration of Transportation Problem Solving Using SpMV in the Industrial Chain Context.
    .- Reinforcement Learning for Airline Multi-product Continuous Dynamic Pricing.
    .- I/O Latency Management in Private Cloud Infrastructures.
    .- UAV Swarm Collaborative Target Assignment Problem: A Deletion Robust Submodular Maximization Approach.
    .- Streaming algorithm for balance gain and cost with Knapsack constraint on the integer lattice.
    .- Decentralizing Energy Trading for Electric Vehicles using Blockchain Technology.
    .- Leveraging Hardware Performance Counters for Predicting Workload Interference in Vector Supercomputers.
    .- Intelligent Multi-agent Systems for UAV-Robot Path Optimization via Reflective Evolution.  
    .- The hub location and flow assignment problem in the high-speed railway and highway co-transportation network.
    .- Predicting MPI communication for solving partial differential equations using Machine Learning.
    .- A CNN_LSTM_KAN based genetic algorithm for photovoltaic power generation revenue prediction.
    .- A Multiscale Global-Local Transformer for Long-Sequence PV power generation Forecasting.

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