The proceedings contain 135 papers. The topics discussed include: comprehensive Seq2Seq attention model for typhoon trajectory forecasting;agile C2 system model based on blockchain;a BERT-based active defense mechanis...
ISBN:
(纸本)9798350337181
The proceedings contain 135 papers. The topics discussed include: comprehensive Seq2Seq attention model for typhoon trajectory forecasting;agile C2 system model based on blockchain;a BERT-based active defense mechanism for terminal access;research on survivability of intelligent combat network based on composite virtual link;deep semantic understanding and accurate classification of public interest litigation case texts;an innovative similar complaint recommendation model integrating semantic and graph embeddings;dim target detection algorithm based on multi-scale feature enhancement;research on data storage security in cloud computing environment;LazyDB: I/O optimization of blockchain storage system based on non-volatile memory;an efficient conditional privacy-preserving scheme for smart parking sharing;and protection of express information using parallel computing.
The proceedings contain 75 papers. The topics discussed include: application of VAR model based on distributed least squares estimation algorithm;an industrial control safety situation assessment based on standard dev...
ISBN:
(纸本)9781665404488
The proceedings contain 75 papers. The topics discussed include: application of VAR model based on distributed least squares estimation algorithm;an industrial control safety situation assessment based on standard deviation;the research of implementation method of canny edge detection of video on FPGA;self-supervised learning of visual odometry;a safe and efficient message authentication scheme in the internet of vehicles;the method of selecting the best action plan of submarine combat experiment based on situation recognition decision discriminant matrix;and image defogging improvement under non-uniform fog concentration.
The proceedings contain 138 papers. The topics discussed include: research on near-infrared spectroscopy calibration transfer algorithm based on piecewise direct standardization and K-Nearest neighbor;research on inte...
ISBN:
(纸本)9798350352719
The proceedings contain 138 papers. The topics discussed include: research on near-infrared spectroscopy calibration transfer algorithm based on piecewise direct standardization and K-Nearest neighbor;research on intelligent data operation and maintenance management scheme;GAIPPTSC: an efficient container tasks orchestration and scheduling algorithm;enhancing network security: machine learning evaluation for intrusion detection in power load management system;UAV anomaly detection model based on integrated multi-modal neural network and neural architecture search;frequency hopping modulation format recognition based on higher-order cyclic cumulants and neural network classifier;cluster-based two-stage client selection strategy for personalized federated learning;and implementation of fir digital filter algorithm in C language on DSP platform.
The proceedings contain 87 papers. The topics discussed include: research on the layout of shared electric vehicle charging stations based on AHP-MOP method;structure-preserving video super resolution with multi-scale...
ISBN:
(纸本)9781665487474
The proceedings contain 87 papers. The topics discussed include: research on the layout of shared electric vehicle charging stations based on AHP-MOP method;structure-preserving video super resolution with multi-scale convolution;research on underwater measurement-device-independent quantum key distribution;an assessment and evaluation framework for highway construction management based on data analysis of the project management platform;multi-station joint long-term water level prediction model of hongze lake based on rf-informer;similarity-guided and multi-layer fusion network for few-shot semantic segmentation;an improved HRNET and its application in crowd counting;cervical cell classification based on attention mechanism and multi-resolution feature fusion;research hotspot and trend analysis of anonymous communication based on citespace;optoelectronic servo tracking technology based on particle swarm optimization compound control of feedforward coefficients;and robust control of aero-engine networked control system with long time delay.
This special issue is dedicated to examining the rapidly evolving fields of artificial intelligence, mathematical modeling, and optimization, with particular emphasis on their growing importance in computational scien...
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This special issue is dedicated to examining the rapidly evolving fields of artificial intelligence, mathematical modeling, and optimization, with particular emphasis on their growing importance in computational science. It features the most notable papers from the "Mathematical Modeling and Problem Solving" workshop at PDPTA'24, the 30th internationalconference on parallel and distributed Processing Techniques and Applications. The issue showcases pioneering research in areas such as natural language processing, system optimization, and high-performance computing. The nine selected studies include novel AI-driven methods for chemical compound generation, historical text recognition, and music recommendation, along with advancements in hardware optimization through reconfigurable accelerators and vector register sharing. Additionally, evolutionary and hyper-heuristic algorithms are explored for sophisticated problem-solving in engineering design, and innovative techniques are introduced for high-speed numerical methods in large-scale systems. Collectively, these contributions demonstrate the significance of AI, supercomputing, and advanced algorithms in driving the next generation of scientific discovery.
Three variants of models of specialized distributed computing systems containing one, two and four parallel task queues are considered. Such systems are characterized by continuous non-stationary internal task flows. ...
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With the rapid development of the tourism industry, traditional tourism methods are undergoing significant transformation, and online tourism is gradually becoming a new highlight in the market. However, faced with th...
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This paper investigates distributed strategy to improve the control efficiency for unmanned surface vehicles (USVs) in cooperative coexistence. We propose a distributed method of cooperative formation control and navi...
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The proceedings contain 28 papers. The topics discussed include: performance and usability implications of multiplatform and WebAssembly containers;operations patterns for hybrid quantum applications;optimization of c...
ISBN:
(纸本)9789897587474
The proceedings contain 28 papers. The topics discussed include: performance and usability implications of multiplatform and WebAssembly containers;operations patterns for hybrid quantum applications;optimization of cloud-native application execution over the edge cloud continuum enabled by DVFS;energy-aware node selection for cloud-based parallel workloads with machine learning and infrastructure as code;security-aware allocation of replicated data in distributed storage systems;performance analysis of mdx ii: a next-generation cloud platform for cross-disciplinary data science research;data orchestration platform for AI workflows execution across computing continuum;framework for decentralized data strategies in virtual banking: navigating scalability, innovation, and regulatory challenges in Thailand;and anomaly detection for partially observable container systems based on architecture profiling.
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