| TÃtulo : |
21st International Conference, PDCAT 2020, Shenzhen, China, December 28–30, 2020, Proceedings |
| Tipo de documento: |
documento electrónico |
| Autores: |
Zhang, Yong, ; Xu, Yicheng, ; Tian, Hui, |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2021 |
| Número de páginas: |
XIII, 402 p. 164 ilustraciones, 117 ilustraciones en color. |
| ISBN/ISSN/DL: |
978-3-030-69244-5 |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Palabras clave: |
Informática TeorÃa de la Computación Aplicaciones informáticas y de sistemas de información Estructuras de datos y teorÃa de la información Redes de comunicación informática Matemáticas Application software TeorÃa de la información Red informática Matemáticas de la Computación Estructuras de datos (Informática) |
| Clasificación: |
|
| Resumen: |
Este libro constituye las actas de la 21.ª Conferencia Internacional sobre Computación, Aplicaciones y TecnologÃas Distribuidas y Paralelas, PDCAT 2020, que tuvo lugar en Shenzhen, China, del 28 al 30 de diciembre de 2020. Los 34 artÃculos completos incluidos en este volumen fueron cuidadosamente revisado y seleccionado entre 109 presentaciones. Se ocupan de la computación paralela y distribuida de redes y arquitecturas, sistemas y tecnologÃas de software, algoritmos y aplicaciones, y seguridad y privacidad. . |
| Nota de contenido: |
Blood leukocyte object detection according to model-parameter transfer and deformable convolution -- Heterogeneous Software Effort Estimation via Cascaded Adversarial Auto-Encoder -- A Novel Distributed Reinforcement Learning Method for Classical Chinese Poetry Generation -- Memory Access Optimization of High-order CFD Stencil Computations on GPU -- The Dataflow Runtime Environment of DFC -- Adaptive Tensor-Train Decomposition for Neural Network Compression -- Development of a UAV path planning approach for multi-building inspection with minimal cost -- Construction of Completely Independent Spanning Tree based on Vertex Degree -- Distributed Algorithm for Truss Maintenance in Dynamic Graphs -- Short-term load forecasting based on CNN-BiLSTM with Bayesian Optimization and Attention Mechanism -- On The Non-ergodic Convergence Rate of The Directed Nonsmooth Composite Optimization -- 6D Pose Estimation Based on the Adaptive Weight of RGB-D Feature -- Blockchain-based Secure Outsourcing of Fully Homomorphic Encryption using Hidden Ideal Lattice -- Multiple Projections Learning for Dimensional Reduction -- Preventing DDoS Attacks on Bitcoin Memory Pool by the Dynamic Fee Threshold Mechanism -- The Compiler of DFC: A Source Code Converter that Transform the Dataflow Code to the Multi-threaded C Code -- Online Learning-Based Co-Task Dispatching with Function Configuration in Edge Computing -- System-Level FPGA Routing for Logic Verification with Time-Division Multiplexing -- Protein interresidue contact prediction based on deep learning and massive features from multi-sequence alignment -- See Fine Color from the Rough Black-and-White -- Data Aggregation Aware Routing for Distributed Training -- A New Integer Programming Model for the File Transfer Scheduling Problem -- Approximation Algorithms for the General Clustered Routing Problem -- Maximizing Group Coverage in Social Networks -- LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification -- The Hybrid NavigationMethod in Face of Dynamic Obstacles -- A relaxed balanced lock-free binary search tree -- A Dynamic Parameter Tuning Method for High Performance SpMM. -Data Caching Based Transfer Optimization in Large Scale Networks -- Second-order Convolutional Neural Network based on Cholesky Compression Strategy -- Submodular Maximization with Bounded Marginal Values -- A streaming model for monotone lattice submodular maximization with a cardinality constraint -- The prize-collecting $k$-Steiner tree problem -- Optimal algorithm of Isolated toughness for Interval Graphs -- Graceful Performance Degradation in Apache Storm. . |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
21st International Conference, PDCAT 2020, Shenzhen, China, December 28–30, 2020, Proceedings [documento electrónico] / Zhang, Yong, ; Xu, Yicheng, ; Tian, Hui, . - 1 ed. . - [s.l.] : Springer, 2021 . - XIII, 402 p. 164 ilustraciones, 117 ilustraciones en color. ISBN : 978-3-030-69244-5 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
| Palabras clave: |
Informática TeorÃa de la Computación Aplicaciones informáticas y de sistemas de información Estructuras de datos y teorÃa de la información Redes de comunicación informática Matemáticas Application software TeorÃa de la información Red informática Matemáticas de la Computación Estructuras de datos (Informática) |
| Clasificación: |
|
| Resumen: |
Este libro constituye las actas de la 21.ª Conferencia Internacional sobre Computación, Aplicaciones y TecnologÃas Distribuidas y Paralelas, PDCAT 2020, que tuvo lugar en Shenzhen, China, del 28 al 30 de diciembre de 2020. Los 34 artÃculos completos incluidos en este volumen fueron cuidadosamente revisado y seleccionado entre 109 presentaciones. Se ocupan de la computación paralela y distribuida de redes y arquitecturas, sistemas y tecnologÃas de software, algoritmos y aplicaciones, y seguridad y privacidad. . |
| Nota de contenido: |
Blood leukocyte object detection according to model-parameter transfer and deformable convolution -- Heterogeneous Software Effort Estimation via Cascaded Adversarial Auto-Encoder -- A Novel Distributed Reinforcement Learning Method for Classical Chinese Poetry Generation -- Memory Access Optimization of High-order CFD Stencil Computations on GPU -- The Dataflow Runtime Environment of DFC -- Adaptive Tensor-Train Decomposition for Neural Network Compression -- Development of a UAV path planning approach for multi-building inspection with minimal cost -- Construction of Completely Independent Spanning Tree based on Vertex Degree -- Distributed Algorithm for Truss Maintenance in Dynamic Graphs -- Short-term load forecasting based on CNN-BiLSTM with Bayesian Optimization and Attention Mechanism -- On The Non-ergodic Convergence Rate of The Directed Nonsmooth Composite Optimization -- 6D Pose Estimation Based on the Adaptive Weight of RGB-D Feature -- Blockchain-based Secure Outsourcing of Fully Homomorphic Encryption using Hidden Ideal Lattice -- Multiple Projections Learning for Dimensional Reduction -- Preventing DDoS Attacks on Bitcoin Memory Pool by the Dynamic Fee Threshold Mechanism -- The Compiler of DFC: A Source Code Converter that Transform the Dataflow Code to the Multi-threaded C Code -- Online Learning-Based Co-Task Dispatching with Function Configuration in Edge Computing -- System-Level FPGA Routing for Logic Verification with Time-Division Multiplexing -- Protein interresidue contact prediction based on deep learning and massive features from multi-sequence alignment -- See Fine Color from the Rough Black-and-White -- Data Aggregation Aware Routing for Distributed Training -- A New Integer Programming Model for the File Transfer Scheduling Problem -- Approximation Algorithms for the General Clustered Routing Problem -- Maximizing Group Coverage in Social Networks -- LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification -- The Hybrid NavigationMethod in Face of Dynamic Obstacles -- A relaxed balanced lock-free binary search tree -- A Dynamic Parameter Tuning Method for High Performance SpMM. -Data Caching Based Transfer Optimization in Large Scale Networks -- Second-order Convolutional Neural Network based on Cholesky Compression Strategy -- Submodular Maximization with Bounded Marginal Values -- A streaming model for monotone lattice submodular maximization with a cardinality constraint -- The prize-collecting $k$-Steiner tree problem -- Optimal algorithm of Isolated toughness for Interval Graphs -- Graceful Performance Degradation in Apache Storm. . |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
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