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Autor Qiu, Meikang |
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TÃtulo : Algorithms and Architectures for Parallel Processing : 20th International Conference, ICA3PP 2020, New York City, NY, USA, October 2–4, 2020, Proceedings, Part I / Tipo de documento: documento electrónico Autores: Qiu, Meikang, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2020 Número de páginas: XXVII, 734 p. 315 ilustraciones ISBN/ISSN/DL: 978-3-030-60245-1 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Matemáticas Ciencias de la Computación IngenierÃa Informática Red de computadoras Microprogramación Equipos de entrada y salida de computadora Matemática Computacional y Análisis Numérico TeorÃa de la Computación IngenierÃa Informática y Redes Estructuras de control y microprogramación. Entrada/Salida y Comunicaciones de Datos Redes de comunicación informática Clasificación: 518 Resumen: Este conjunto de tres volúmenes LNCS 12452, 12453 y 12454 constituye las actas de la 20.ª Conferencia Internacional sobre Algoritmos y Arquitecturas para Procesamiento Paralelo, ICA3PP 2020, en la ciudad de Nueva York, NY, EE. UU., en octubre de 2020. El total de 142 artÃculos completos y 5 artÃculos breves incluidos en los volúmenes de estas actas fueron cuidadosamente revisados ​​y seleccionados entre 495 presentaciones. ICA3PP cubre las muchas dimensiones de arquitecturas y algoritmos paralelos, abarcando enfoques teóricos fundamentales, proyectos experimentales prácticos y componentes y sistemas comerciales. A medida que las aplicaciones de los sistemas informáticos se han extendido a todos los aspectos de la vida diaria, el poder del sistema informático se ha vuelto cada vez más crÃtico. Esta conferencia proporciona un foro para académicos y profesionales de paÃses de todo el mundo para intercambiar ideas para mejorar la eficiencia, el rendimiento, la confiabilidad, la seguridad y la interoperabilidad de los sistemas y aplicaciones informáticos. ICA3PP 2020 se centra en dos áreas amplias de la computación paralela y distribuida, es decir, arquitecturas, algoritmos y redes, y sistemas y aplicaciones. Nota de contenido: COMBS: First Open-Source based Benchmark Suite for Multi-Physics Simulation Relevant HPC Research -- Efficient Sorting and Join on NVM-Based Hybrid Memory -- Parallel SCC Detection Based on Reusing Warps and Coloring Partitions on GPUs -- Procedure and Loop Level Speculative Parallelism Analysis in HPEC -- CTA: A Critical Task Aware Scheduling Mechanism for Dataflow Architecture -- An Adaptive Thread Partitioning Approach in Speculative Multithreading -- PMC-based dynamic adaptive CPU and DRAM power modeling -- A Multi-threaded Algorithm for Capacity Constrained Assignment over Road Networks -- A Dynamic Scheduling Strategy of ADMM Sub-problem Optimization Algorithm Based on Hierachical Structure -- An Improved Heterogeneous Dynamic List Schedule Algorithm -- FastThetaJoin: An Optimization on Multi-way Data Stream $\theta$-join with Range Constraints -- A Distributed Framework for Online Stream Data Clustering -- End-System Aware Large File Transfer Solution for Rich Media Applications over 5GMobile Networks -- Broad Learning System with Proportional-Integral-Differential Gradient Descent -- Accelerating De Novo Assembler WTDBG2 on Commodity Servers -- Typing Everywhere With EMG Keyboard: A Novel Myo Armband-based HCI Tool -- Accelerating Pattern Matching on Intel Xeon Phi Processors -- Redistributing and Optimizing High-Resolution Ocean Model POP2 to Million Sunway Cores -- Performance Optimization for Feature Extraction Section of DeepChem -- Principal Component Analysis Based Fingerprint Positioning -- Priority Based Service Placement Strategy in Heterogeneous Mobile Edge Computing -- VTC: a scheduling framework between soft real-time and hard real-time on multimedia OS -- A BSP Based Approach For NFAs Intersection -- Tight Bound of Parallel Request Latency for Erasure-Coded Distributed Storage System -- High-Performance Simulations on GPUs using Adaptive Time Steps -- Performance Modeling of Stencil Computation on SW26010 Processors -- Optimizing B+-Tree Searches on coupled CPU-GPU architectures -- OCVM: Optimizing the Isolation of Virtual Machines with Open-Channel SSDs -- CANRT: A Client-Active NVM-based Radix Tree for Fast Remote Access -- Distributed and Parallel Ensemble Classification for Big Data Based on Kernel Density Estimation and Random Sample Partition -- SWAF: A Distributed Solar WSN Adaptive Framework -- Formalizing and Verifying Decentralized Systems with Extended Concurrent Separation Logic -- PRIAG: Proximal Reweighted Incremental Aggregated Gradient Algorithm for Distributed Optimizations -- Decentralized Expectation Maximization Algorithm -- Towards a Deep-pipelined Architecture for Accelerating Deep GCN on a Multi-FPGA Platform -- Linear Scalability from Sharding and PoS -- Tree2tree Structural Language Modeling for Compiler Fuzzing -- Research and Design of Distribution Equipment Health Early Warning System -- Parallel Processing Algorithms for the Vehicle Routing Problem and its Variants: A Literature Review with a Look into the Future -- Multi-Scaled Non-Local Means Parallel Filters for Medical Image Denoising -- Optimized HybridSketch: More Efficient with Analysis and Algorithm -- An Overlapping Community Detection Algorithm based on Triangle Reduction Weighted for Large-scale Complex Network -- Parallel Belief Propagation Optimized by Coloring on GPUs -- A Multiplatform Parallel Approach for Lattice Sieving Algorithms -- Effect of Evaporation on Aggregation Kinetics of Clusters: A Monte Carlo Simulation Study -- Processing in Memory Assisted MEC 3C Resource Allocation for Computation Offloading -- Beacons Selection Based Localization in Wireless Sensor Networks -- A Periodic Variable Star Observation System with High Accuracy Based on Star Sensors. Tipo de medio : Computadora Summary : This three-volume set LNCS 12452, 12453, and 12454 constitutes the proceedings of the 20th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2020, in New York City, NY, USA, in October 2020. The total of 142 full papers and 5 short papers included in this proceedings volumes was carefully reviewed and selected from 495 submissions. ICA3PP is covering the many dimensions of parallel algorithms and architectures, encompassing fundamental theoretical approaches, practical experimental projects, and commercial components and systems. As applications of computing systems have permeated in every aspects of daily life, the power of computing system has become increasingly critical. This conference provides a forum for academics and practitioners from countries around the world to exchange ideas for improving the efficiency, performance, reliability, security and interoperability of computing systems and applications. ICA3PP 2020 focus on two broadareas of parallel and distributed computing, i.e. architectures, algorithms and networks, and systems and applications. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Algorithms and Architectures for Parallel Processing : 20th International Conference, ICA3PP 2020, New York City, NY, USA, October 2–4, 2020, Proceedings, Part I / [documento electrónico] / Qiu, Meikang, . - 1 ed. . - [s.l.] : Springer, 2020 . - XXVII, 734 p. 315 ilustraciones.
ISBN : 978-3-030-60245-1
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Idioma : Inglés (eng)
Palabras clave: Matemáticas Ciencias de la Computación IngenierÃa Informática Red de computadoras Microprogramación Equipos de entrada y salida de computadora Matemática Computacional y Análisis Numérico TeorÃa de la Computación IngenierÃa Informática y Redes Estructuras de control y microprogramación. Entrada/Salida y Comunicaciones de Datos Redes de comunicación informática Clasificación: 518 Resumen: Este conjunto de tres volúmenes LNCS 12452, 12453 y 12454 constituye las actas de la 20.ª Conferencia Internacional sobre Algoritmos y Arquitecturas para Procesamiento Paralelo, ICA3PP 2020, en la ciudad de Nueva York, NY, EE. UU., en octubre de 2020. El total de 142 artÃculos completos y 5 artÃculos breves incluidos en los volúmenes de estas actas fueron cuidadosamente revisados ​​y seleccionados entre 495 presentaciones. ICA3PP cubre las muchas dimensiones de arquitecturas y algoritmos paralelos, abarcando enfoques teóricos fundamentales, proyectos experimentales prácticos y componentes y sistemas comerciales. A medida que las aplicaciones de los sistemas informáticos se han extendido a todos los aspectos de la vida diaria, el poder del sistema informático se ha vuelto cada vez más crÃtico. Esta conferencia proporciona un foro para académicos y profesionales de paÃses de todo el mundo para intercambiar ideas para mejorar la eficiencia, el rendimiento, la confiabilidad, la seguridad y la interoperabilidad de los sistemas y aplicaciones informáticos. ICA3PP 2020 se centra en dos áreas amplias de la computación paralela y distribuida, es decir, arquitecturas, algoritmos y redes, y sistemas y aplicaciones. Nota de contenido: COMBS: First Open-Source based Benchmark Suite for Multi-Physics Simulation Relevant HPC Research -- Efficient Sorting and Join on NVM-Based Hybrid Memory -- Parallel SCC Detection Based on Reusing Warps and Coloring Partitions on GPUs -- Procedure and Loop Level Speculative Parallelism Analysis in HPEC -- CTA: A Critical Task Aware Scheduling Mechanism for Dataflow Architecture -- An Adaptive Thread Partitioning Approach in Speculative Multithreading -- PMC-based dynamic adaptive CPU and DRAM power modeling -- A Multi-threaded Algorithm for Capacity Constrained Assignment over Road Networks -- A Dynamic Scheduling Strategy of ADMM Sub-problem Optimization Algorithm Based on Hierachical Structure -- An Improved Heterogeneous Dynamic List Schedule Algorithm -- FastThetaJoin: An Optimization on Multi-way Data Stream $\theta$-join with Range Constraints -- A Distributed Framework for Online Stream Data Clustering -- End-System Aware Large File Transfer Solution for Rich Media Applications over 5GMobile Networks -- Broad Learning System with Proportional-Integral-Differential Gradient Descent -- Accelerating De Novo Assembler WTDBG2 on Commodity Servers -- Typing Everywhere With EMG Keyboard: A Novel Myo Armband-based HCI Tool -- Accelerating Pattern Matching on Intel Xeon Phi Processors -- Redistributing and Optimizing High-Resolution Ocean Model POP2 to Million Sunway Cores -- Performance Optimization for Feature Extraction Section of DeepChem -- Principal Component Analysis Based Fingerprint Positioning -- Priority Based Service Placement Strategy in Heterogeneous Mobile Edge Computing -- VTC: a scheduling framework between soft real-time and hard real-time on multimedia OS -- A BSP Based Approach For NFAs Intersection -- Tight Bound of Parallel Request Latency for Erasure-Coded Distributed Storage System -- High-Performance Simulations on GPUs using Adaptive Time Steps -- Performance Modeling of Stencil Computation on SW26010 Processors -- Optimizing B+-Tree Searches on coupled CPU-GPU architectures -- OCVM: Optimizing the Isolation of Virtual Machines with Open-Channel SSDs -- CANRT: A Client-Active NVM-based Radix Tree for Fast Remote Access -- Distributed and Parallel Ensemble Classification for Big Data Based on Kernel Density Estimation and Random Sample Partition -- SWAF: A Distributed Solar WSN Adaptive Framework -- Formalizing and Verifying Decentralized Systems with Extended Concurrent Separation Logic -- PRIAG: Proximal Reweighted Incremental Aggregated Gradient Algorithm for Distributed Optimizations -- Decentralized Expectation Maximization Algorithm -- Towards a Deep-pipelined Architecture for Accelerating Deep GCN on a Multi-FPGA Platform -- Linear Scalability from Sharding and PoS -- Tree2tree Structural Language Modeling for Compiler Fuzzing -- Research and Design of Distribution Equipment Health Early Warning System -- Parallel Processing Algorithms for the Vehicle Routing Problem and its Variants: A Literature Review with a Look into the Future -- Multi-Scaled Non-Local Means Parallel Filters for Medical Image Denoising -- Optimized HybridSketch: More Efficient with Analysis and Algorithm -- An Overlapping Community Detection Algorithm based on Triangle Reduction Weighted for Large-scale Complex Network -- Parallel Belief Propagation Optimized by Coloring on GPUs -- A Multiplatform Parallel Approach for Lattice Sieving Algorithms -- Effect of Evaporation on Aggregation Kinetics of Clusters: A Monte Carlo Simulation Study -- Processing in Memory Assisted MEC 3C Resource Allocation for Computation Offloading -- Beacons Selection Based Localization in Wireless Sensor Networks -- A Periodic Variable Star Observation System with High Accuracy Based on Star Sensors. Tipo de medio : Computadora Summary : This three-volume set LNCS 12452, 12453, and 12454 constitutes the proceedings of the 20th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2020, in New York City, NY, USA, in October 2020. The total of 142 full papers and 5 short papers included in this proceedings volumes was carefully reviewed and selected from 495 submissions. ICA3PP is covering the many dimensions of parallel algorithms and architectures, encompassing fundamental theoretical approaches, practical experimental projects, and commercial components and systems. As applications of computing systems have permeated in every aspects of daily life, the power of computing system has become increasingly critical. This conference provides a forum for academics and practitioners from countries around the world to exchange ideas for improving the efficiency, performance, reliability, security and interoperability of computing systems and applications. ICA3PP 2020 focus on two broadareas of parallel and distributed computing, i.e. architectures, algorithms and networks, and systems and applications. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : Algorithms and Architectures for Parallel Processing : 20th International Conference, ICA3PP 2020, New York City, NY, USA, October 2–4, 2020, Proceedings, Part II / Tipo de documento: documento electrónico Autores: Qiu, Meikang, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2020 Número de páginas: XV, 732 p. 401 ilustraciones, 204 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-60239-0 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Matemáticas Ciencias de la Computación IngenierÃa Informática Red de computadoras Matemática Computacional y Análisis Numérico TeorÃa de la Computación IngenierÃa Informática y Redes Clasificación: 518 Resumen: Este conjunto de tres volúmenes LNCS 12452, 12453 y 12454 constituye las actas de la 20.ª Conferencia Internacional sobre Algoritmos y Arquitecturas para Procesamiento Paralelo, ICA3PP 2020, en la ciudad de Nueva York, NY, EE. UU., en octubre de 2020. El total de 142 artÃculos completos y 5 artÃculos breves incluidos en los volúmenes de estas actas fueron cuidadosamente revisados ​​y seleccionados entre 495 presentaciones. ICA3PP cubre las muchas dimensiones de arquitecturas y algoritmos paralelos, abarcando enfoques teóricos fundamentales, proyectos experimentales prácticos y componentes y sistemas comerciales. A medida que las aplicaciones de los sistemas informáticos se han extendido a todos los aspectos de la vida diaria, el poder del sistema informático se ha vuelto cada vez más crÃtico. Esta conferencia proporciona un foro para académicos y profesionales de paÃses de todo el mundo para intercambiar ideas para mejorar la eficiencia, el rendimiento, la confiabilidad, la seguridad y la interoperabilidad de los sistemas y aplicaciones informáticos. ICA3PP 2020 se centra en dos amplias áreas de computación paralela y distribuida, es decir, arquitecturas, algoritmos y redes, y sistemas y aplicaciones. Nota de contenido: Distributing Data in Real Time Spatial Data Warehouse -- Accelerating Sparse Convolutional Neural Networks Based on Dataflow Architecture -- DAFEE: A Scalable Distributed Automatic Feature Engineering Algorithm for Relational Datasets -- Embedding Augmented Cubes into Grid Networks for Minimum Wirelength -- ELVMC: A predictive energy-aware algorithm for virtual machine consolidation in cloud computing -- Design of a convolutional neural network instruction set based on RISC-V and its microarchitecture implementation -- Optimizing accelerator on FPGA for Deep Convolutional Neural Networks -- HpQC: A new efficient quantum computing simulator -- Outsourced Privacy-Preserving Reduced SVM among Multiple Institutions -- A Distributed Business-aware Storage Execution Environment Towards Large-scale Applications -- QoS-Aware and Fault-Tolerant Replica Placement -- Neural network compression and acceleration by federated pruning -- Scalable Aggregation Service for Satellite Remote Sensing Data -- Edge-assisted Federated Learning: An Empirical Study from Software Decomposition Perspective -- A Dynamic Partitioning Framework for Edge-assisted Cloud Computing -- An OpenMP-based Parallel Execution of Neural Networks Specified in NNEF -- Deep Reinforcement Learning for Intelligent Migration of Fog Services in Smart Cities -- A Novel Clustering-based Filter Pruning Method for Efficient Deep Neural Networks -- Fast Segmentation-based Object Tracking Model for Autonomous Vehicles -- Defending Adversarial Examples in Computer Vision based on Data Augmentation Techniques -- User Recruitment with Budget Redistribution in Edge-aided Mobile Crowdsensing -- Multi-user Service Migration for Mobile Edge Computing Empowered Connected and Autonomous Vehicles -- A Precise Telecom Customer Tariff Promotion Method Based on Multi-route Radial Basis Kernel Fuzzy C-means Clustering -- Clustering by Unified Principal Component Analysis and Fuzzy c-means with Sparsity Constraint -- A Hierarchical-Tree-based Method for Generative Zero-Shot Learning -- Fast Computation of the Exact Number of Magic Series with an Improved Montgomery Multiplication Algorithm -- I am Smartglasses, and I can Assist Your Reading -- CHEAPS2AGA: Bounding Space Usage in Variance-Reduced Stochastic Gradient Descent over Streaming Data and its Asynchronous Parallel Variants -- A Quantum Computer Operating System -- Dynamic Knowledge Graph Completion with Jointly Structural and Textual Dependency -- MEFE: A Multi-fEature Knowledge Fusion and Evaluation method based on BERT -- Comparative Analysis of Three Kinds of Laser SLAM Algorithms -- Aspect-level Sentiment Difference Feature Interaction Matching Model based on Multi-round Decision Mechanism -- Horus: An Interference-aware Resource Manager for Deep Learning Systems -- Attribute Bagging-Based Extreme Learning Machine -- A Semi-Supervised Joint Entity and Relation Extraction Model Based on Tagging Scheme and Information Gain -- Research Progress of Zero-Shot Learning Beyond Computer Vision -- An Optimization of Deep Sensor Fusion Based on Generalized Intersection over Union -- A Hot/Cold Task Partition for Energy-efficient Neural Network Deployment on Heterogeneous Edge Device -- Towards energy efficient architecture for spaceborne Neural Networks computation -- Roda: A Flexible Framework for Real-time On-demand Data Aggregation -- Structured Data Encoder for Neural Networks Based on Gradient Boosting Decision Tree -- Stochastic Model-based Quantitative Analysis of Edge UPF Service Dependability -- QoE Estimation of DASH-based Mobile Video Application using Deep Reinforcement Learning -- Modeling and Analyzing for Data Durability Towards Cloud Storage Services -- CC-MOEA: A Parallel Multi-objective Evolutionary Algorithm for Recommendation Systems -- CS-Dict: Accurate Indoor Localization with CSI Selective Amplitude and Phase based Regularized Dictionary Learning -- Recommendation with Temporal Dynamics Based on Sequence Similarity Search -- A Software Stack for Composable Cloud Robotics System. Tipo de medio : Computadora Summary : This three-volume set LNCS 12452, 12453, and 12454 constitutes the proceedings of the 20th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2020, in New York City, NY, USA, in October 2020. The total of 142 full papers and 5 short papers included in this proceedings volumes was carefully reviewed and selected from 495 submissions. ICA3PP is covering the many dimensions of parallel algorithms and architectures, encompassing fundamental theoretical approaches, practical experimental projects, and commercial components and systems. As applications of computing systems have permeated in every aspects of daily life, the power of computing system has become increasingly critical. This conference provides a forum for academics and practitioners from countries around the world to exchange ideas for improving the efficiency, performance, reliability, security and interoperability of computing systems and applications. ICA3PP 2020 focuson two broad areas of parallel and distributed computing, i.e. architectures, algorithms and networks, and systems and applications. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Algorithms and Architectures for Parallel Processing : 20th International Conference, ICA3PP 2020, New York City, NY, USA, October 2–4, 2020, Proceedings, Part II / [documento electrónico] / Qiu, Meikang, . - 1 ed. . - [s.l.] : Springer, 2020 . - XV, 732 p. 401 ilustraciones, 204 ilustraciones en color.
ISBN : 978-3-030-60239-0
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Idioma : Inglés (eng)
Palabras clave: Matemáticas Ciencias de la Computación IngenierÃa Informática Red de computadoras Matemática Computacional y Análisis Numérico TeorÃa de la Computación IngenierÃa Informática y Redes Clasificación: 518 Resumen: Este conjunto de tres volúmenes LNCS 12452, 12453 y 12454 constituye las actas de la 20.ª Conferencia Internacional sobre Algoritmos y Arquitecturas para Procesamiento Paralelo, ICA3PP 2020, en la ciudad de Nueva York, NY, EE. UU., en octubre de 2020. El total de 142 artÃculos completos y 5 artÃculos breves incluidos en los volúmenes de estas actas fueron cuidadosamente revisados ​​y seleccionados entre 495 presentaciones. ICA3PP cubre las muchas dimensiones de arquitecturas y algoritmos paralelos, abarcando enfoques teóricos fundamentales, proyectos experimentales prácticos y componentes y sistemas comerciales. A medida que las aplicaciones de los sistemas informáticos se han extendido a todos los aspectos de la vida diaria, el poder del sistema informático se ha vuelto cada vez más crÃtico. Esta conferencia proporciona un foro para académicos y profesionales de paÃses de todo el mundo para intercambiar ideas para mejorar la eficiencia, el rendimiento, la confiabilidad, la seguridad y la interoperabilidad de los sistemas y aplicaciones informáticos. ICA3PP 2020 se centra en dos amplias áreas de computación paralela y distribuida, es decir, arquitecturas, algoritmos y redes, y sistemas y aplicaciones. Nota de contenido: Distributing Data in Real Time Spatial Data Warehouse -- Accelerating Sparse Convolutional Neural Networks Based on Dataflow Architecture -- DAFEE: A Scalable Distributed Automatic Feature Engineering Algorithm for Relational Datasets -- Embedding Augmented Cubes into Grid Networks for Minimum Wirelength -- ELVMC: A predictive energy-aware algorithm for virtual machine consolidation in cloud computing -- Design of a convolutional neural network instruction set based on RISC-V and its microarchitecture implementation -- Optimizing accelerator on FPGA for Deep Convolutional Neural Networks -- HpQC: A new efficient quantum computing simulator -- Outsourced Privacy-Preserving Reduced SVM among Multiple Institutions -- A Distributed Business-aware Storage Execution Environment Towards Large-scale Applications -- QoS-Aware and Fault-Tolerant Replica Placement -- Neural network compression and acceleration by federated pruning -- Scalable Aggregation Service for Satellite Remote Sensing Data -- Edge-assisted Federated Learning: An Empirical Study from Software Decomposition Perspective -- A Dynamic Partitioning Framework for Edge-assisted Cloud Computing -- An OpenMP-based Parallel Execution of Neural Networks Specified in NNEF -- Deep Reinforcement Learning for Intelligent Migration of Fog Services in Smart Cities -- A Novel Clustering-based Filter Pruning Method for Efficient Deep Neural Networks -- Fast Segmentation-based Object Tracking Model for Autonomous Vehicles -- Defending Adversarial Examples in Computer Vision based on Data Augmentation Techniques -- User Recruitment with Budget Redistribution in Edge-aided Mobile Crowdsensing -- Multi-user Service Migration for Mobile Edge Computing Empowered Connected and Autonomous Vehicles -- A Precise Telecom Customer Tariff Promotion Method Based on Multi-route Radial Basis Kernel Fuzzy C-means Clustering -- Clustering by Unified Principal Component Analysis and Fuzzy c-means with Sparsity Constraint -- A Hierarchical-Tree-based Method for Generative Zero-Shot Learning -- Fast Computation of the Exact Number of Magic Series with an Improved Montgomery Multiplication Algorithm -- I am Smartglasses, and I can Assist Your Reading -- CHEAPS2AGA: Bounding Space Usage in Variance-Reduced Stochastic Gradient Descent over Streaming Data and its Asynchronous Parallel Variants -- A Quantum Computer Operating System -- Dynamic Knowledge Graph Completion with Jointly Structural and Textual Dependency -- MEFE: A Multi-fEature Knowledge Fusion and Evaluation method based on BERT -- Comparative Analysis of Three Kinds of Laser SLAM Algorithms -- Aspect-level Sentiment Difference Feature Interaction Matching Model based on Multi-round Decision Mechanism -- Horus: An Interference-aware Resource Manager for Deep Learning Systems -- Attribute Bagging-Based Extreme Learning Machine -- A Semi-Supervised Joint Entity and Relation Extraction Model Based on Tagging Scheme and Information Gain -- Research Progress of Zero-Shot Learning Beyond Computer Vision -- An Optimization of Deep Sensor Fusion Based on Generalized Intersection over Union -- A Hot/Cold Task Partition for Energy-efficient Neural Network Deployment on Heterogeneous Edge Device -- Towards energy efficient architecture for spaceborne Neural Networks computation -- Roda: A Flexible Framework for Real-time On-demand Data Aggregation -- Structured Data Encoder for Neural Networks Based on Gradient Boosting Decision Tree -- Stochastic Model-based Quantitative Analysis of Edge UPF Service Dependability -- QoE Estimation of DASH-based Mobile Video Application using Deep Reinforcement Learning -- Modeling and Analyzing for Data Durability Towards Cloud Storage Services -- CC-MOEA: A Parallel Multi-objective Evolutionary Algorithm for Recommendation Systems -- CS-Dict: Accurate Indoor Localization with CSI Selective Amplitude and Phase based Regularized Dictionary Learning -- Recommendation with Temporal Dynamics Based on Sequence Similarity Search -- A Software Stack for Composable Cloud Robotics System. Tipo de medio : Computadora Summary : This three-volume set LNCS 12452, 12453, and 12454 constitutes the proceedings of the 20th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2020, in New York City, NY, USA, in October 2020. The total of 142 full papers and 5 short papers included in this proceedings volumes was carefully reviewed and selected from 495 submissions. ICA3PP is covering the many dimensions of parallel algorithms and architectures, encompassing fundamental theoretical approaches, practical experimental projects, and commercial components and systems. As applications of computing systems have permeated in every aspects of daily life, the power of computing system has become increasingly critical. This conference provides a forum for academics and practitioners from countries around the world to exchange ideas for improving the efficiency, performance, reliability, security and interoperability of computing systems and applications. ICA3PP 2020 focuson two broad areas of parallel and distributed computing, i.e. architectures, algorithms and networks, and systems and applications. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : Algorithms and Architectures for Parallel Processing : 20th International Conference, ICA3PP 2020, New York City, NY, USA, October 2–4, 2020, Proceedings, Part III / Tipo de documento: documento electrónico Autores: Qiu, Meikang, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2020 Número de páginas: XV, 712 p. 250 ilustraciones ISBN/ISSN/DL: 978-3-030-60248-2 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Matemáticas Software de la aplicacion IngenierÃa Informática Red de computadoras IngenierÃa de software Estructuras de datos (Informática) TeorÃa de la información Protección de datos Matemática Computacional y Análisis Numérico Aplicaciones informáticas y de sistemas de información IngenierÃa Informática y Redes Estructuras de datos y teorÃa de la información Seguridad de datos e información Clasificación: 518 Resumen: Este conjunto de tres volúmenes LNCS 12452, 12453 y 12454 constituye las actas de la 20.ª Conferencia Internacional sobre Algoritmos y Arquitecturas para Procesamiento Paralelo, ICA3PP 2020, en la ciudad de Nueva York, NY, EE. UU., en octubre de 2020. El total de 142 artÃculos completos y 5 artÃculos breves incluidos en los volúmenes de estas actas fueron cuidadosamente revisados ​​y seleccionados entre 495 presentaciones. ICA3PP cubre las muchas dimensiones de arquitecturas y algoritmos paralelos, abarcando enfoques teóricos fundamentales, proyectos experimentales prácticos y componentes y sistemas comerciales. A medida que las aplicaciones de los sistemas informáticos se han extendido a todos los aspectos de la vida diaria, el poder del sistema informático se ha vuelto cada vez más crÃtico. Esta conferencia proporciona un foro para académicos y profesionales de paÃses de todo el mundo para intercambiar ideas para mejorar la eficiencia, el rendimiento, la confiabilidad, la seguridad y la interoperabilidad de los sistemas y aplicaciones informáticos. ICA3PP 2020 se centra en dos amplias áreas de computación paralela y distribuida, es decir, arquitecturas, algoritmos y redes, y sistemas y aplicaciones. Nota de contenido: Understanding Privacy-preserving Techniques in Digital Cryptocurrencies -- LNBFSM: A Food Safety Management System Using Blockchain and Lightning Network -- Reputation-based Trustworthy Supply Chain Management Using Smart Contract -- Content-aware Anomaly Detection with Network Representation Learning -- Blockchain Based Data Integrity Verification for Cloud Storage with T-Merkle Tree -- IM-ACS： An Access Control Scheme Supporting Informal non-Malleable Security in Mobile Media Sharing System -- Blockchain-Based Secure and Privacy-Preserving Clinical Data Sharing and Integration -- Blockchain Meets DAG: A BlockDAG Consensus Mechanism -- Dynamic Co-located VM Detection and Membership Update for Residency Aware Inter-VM Communication in Virtualized Clouds -- An attack-immune trusted architecture for supervisory intelligent terminal -- A simulation study on block generation algorithm based on TPS model -- Improving iForest for Hydrological Time Series Anomaly Detection -- Machine Learning-basedAttack Detection Method in Hadoop -- Profiling-based Big Data Workflow Optimization in a Cross-Layer Coupled Design Framework -- Detection of Loose Tracking Behavior over Trajectory Data -- Behavioral fault modeling and analysis with BIP: A Wheel Brake System Case Study -- H2P: A Novel Model to Study the Propagation of Modern Hybrid Worm in Hierarchical Networks -- Design of six-rotor drone based on target detection for intelligent agriculture -- Consensus in Lens of Consortium Blockchain: An Empirical Study -- Collaborative design service system based on ceramic cloud service platform -- Towards NoC protection of HT-Greyhole attack -- Cross-Shard Transaction Processing in Sharding Blockchains -- Lexicon-Enhanced Transformer With Pointing For Domains Specific Generative Question Answering -- Design of Smart Home System Based on Collaborative Edge Computing and Cloud Computing -- Classification of Depression Based on Local Binary Pattern and Singular Spectrum Analysis -- Cloud Allocation and Consolidation Based on a Scalability Metric -- Adversarial Attacks on Deep Learning Models of Computer Vision: A Survey -- PLRS: Personalized literature hybrid recommendation system with paper influence- FleetChain: A Secure Scalable and Responsive Blockchain Achieving Optimal Sharding -- DSBFT: A Delegation based Scalable Byzantine False Tolerance Consensus Mechanism -- A Privacy-Preserving Approach for Continuous Data Publication -- Web Attack Detection based on User Behaviour Semantics -- A Supervised Anonymous Issuance scheme of Central Bank Digital Currency based on Blockchain -- IncreAIBMF: Incremental Learning for Encrypted Mobile Application Identification -- A Multi-Level Features Fusion Network for Detecting Obstructive Sleep Apnea Hypopnea Syndrome -- BIMP: Blockchain-Based Incentive Mechanism With Privacy Preserving in Location Proof -- Indoor Positioning and Prediction in Smart Elderly Care: Model, System and Applications -- Research on Stylization Algorithm of Ceramic Decorative Pattern Based on Ceramic Cloud Design Service Platform- Blockchain Consensus Mechanisms and Their Applications in IoT: A Literature Survey -- Towards A secure Communication of Data in IoT Networks: A Technical Research Report -- B Efficient Thermography Guided Learning for Breast Cancer Detection -- PTangle: A Parallel Detector for Unverified Blockchain Transactions -- DOS-GAN: A Distributed Over-Sampling Method Based on Generative Adversarial Networks For Distributed Class-Imbalance Learning -- Effective Sentiment Analysis for Multimodal Review Data on the Web -- Digital Currency Investment Strategy Framework Based on Ranking- Authentication Study for Brain-based Computer Interfaces using Music Stimulations -- An Ensemble Learning Approach to Detect Malwares Based on Static Information -- Automatic Medical Image Report Generation With Multi-View and Multi-Modal Attention Mechanism. Tipo de medio : Computadora Summary : This three-volume set LNCS 12452, 12453, and 12454 constitutes the proceedings of the 20th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2020, in New York City, NY, USA, in October 2020. The total of 142 full papers and 5 short papers included in this proceedings volumes was carefully reviewed and selected from 495 submissions. ICA3PP is covering the many dimensions of parallel algorithms and architectures, encompassing fundamental theoretical approaches, practical experimental projects, and commercial components and systems. As applications of computing systems have permeated in every aspects of daily life, the power of computing system has become increasingly critical. This conference provides a forum for academics and practitioners from countries around the world to exchange ideas for improving the efficiency, performance, reliability, security and interoperability of computing systems and applications. ICA3PP 2020 focuson two broad areas of parallel and distributed computing, i.e. architectures, algorithms and networks, and systems and applications. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Algorithms and Architectures for Parallel Processing : 20th International Conference, ICA3PP 2020, New York City, NY, USA, October 2–4, 2020, Proceedings, Part III / [documento electrónico] / Qiu, Meikang, . - 1 ed. . - [s.l.] : Springer, 2020 . - XV, 712 p. 250 ilustraciones.
ISBN : 978-3-030-60248-2
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Idioma : Inglés (eng)
Palabras clave: Matemáticas Software de la aplicacion IngenierÃa Informática Red de computadoras IngenierÃa de software Estructuras de datos (Informática) TeorÃa de la información Protección de datos Matemática Computacional y Análisis Numérico Aplicaciones informáticas y de sistemas de información IngenierÃa Informática y Redes Estructuras de datos y teorÃa de la información Seguridad de datos e información Clasificación: 518 Resumen: Este conjunto de tres volúmenes LNCS 12452, 12453 y 12454 constituye las actas de la 20.ª Conferencia Internacional sobre Algoritmos y Arquitecturas para Procesamiento Paralelo, ICA3PP 2020, en la ciudad de Nueva York, NY, EE. UU., en octubre de 2020. El total de 142 artÃculos completos y 5 artÃculos breves incluidos en los volúmenes de estas actas fueron cuidadosamente revisados ​​y seleccionados entre 495 presentaciones. ICA3PP cubre las muchas dimensiones de arquitecturas y algoritmos paralelos, abarcando enfoques teóricos fundamentales, proyectos experimentales prácticos y componentes y sistemas comerciales. A medida que las aplicaciones de los sistemas informáticos se han extendido a todos los aspectos de la vida diaria, el poder del sistema informático se ha vuelto cada vez más crÃtico. Esta conferencia proporciona un foro para académicos y profesionales de paÃses de todo el mundo para intercambiar ideas para mejorar la eficiencia, el rendimiento, la confiabilidad, la seguridad y la interoperabilidad de los sistemas y aplicaciones informáticos. ICA3PP 2020 se centra en dos amplias áreas de computación paralela y distribuida, es decir, arquitecturas, algoritmos y redes, y sistemas y aplicaciones. Nota de contenido: Understanding Privacy-preserving Techniques in Digital Cryptocurrencies -- LNBFSM: A Food Safety Management System Using Blockchain and Lightning Network -- Reputation-based Trustworthy Supply Chain Management Using Smart Contract -- Content-aware Anomaly Detection with Network Representation Learning -- Blockchain Based Data Integrity Verification for Cloud Storage with T-Merkle Tree -- IM-ACS： An Access Control Scheme Supporting Informal non-Malleable Security in Mobile Media Sharing System -- Blockchain-Based Secure and Privacy-Preserving Clinical Data Sharing and Integration -- Blockchain Meets DAG: A BlockDAG Consensus Mechanism -- Dynamic Co-located VM Detection and Membership Update for Residency Aware Inter-VM Communication in Virtualized Clouds -- An attack-immune trusted architecture for supervisory intelligent terminal -- A simulation study on block generation algorithm based on TPS model -- Improving iForest for Hydrological Time Series Anomaly Detection -- Machine Learning-basedAttack Detection Method in Hadoop -- Profiling-based Big Data Workflow Optimization in a Cross-Layer Coupled Design Framework -- Detection of Loose Tracking Behavior over Trajectory Data -- Behavioral fault modeling and analysis with BIP: A Wheel Brake System Case Study -- H2P: A Novel Model to Study the Propagation of Modern Hybrid Worm in Hierarchical Networks -- Design of six-rotor drone based on target detection for intelligent agriculture -- Consensus in Lens of Consortium Blockchain: An Empirical Study -- Collaborative design service system based on ceramic cloud service platform -- Towards NoC protection of HT-Greyhole attack -- Cross-Shard Transaction Processing in Sharding Blockchains -- Lexicon-Enhanced Transformer With Pointing For Domains Specific Generative Question Answering -- Design of Smart Home System Based on Collaborative Edge Computing and Cloud Computing -- Classification of Depression Based on Local Binary Pattern and Singular Spectrum Analysis -- Cloud Allocation and Consolidation Based on a Scalability Metric -- Adversarial Attacks on Deep Learning Models of Computer Vision: A Survey -- PLRS: Personalized literature hybrid recommendation system with paper influence- FleetChain: A Secure Scalable and Responsive Blockchain Achieving Optimal Sharding -- DSBFT: A Delegation based Scalable Byzantine False Tolerance Consensus Mechanism -- A Privacy-Preserving Approach for Continuous Data Publication -- Web Attack Detection based on User Behaviour Semantics -- A Supervised Anonymous Issuance scheme of Central Bank Digital Currency based on Blockchain -- IncreAIBMF: Incremental Learning for Encrypted Mobile Application Identification -- A Multi-Level Features Fusion Network for Detecting Obstructive Sleep Apnea Hypopnea Syndrome -- BIMP: Blockchain-Based Incentive Mechanism With Privacy Preserving in Location Proof -- Indoor Positioning and Prediction in Smart Elderly Care: Model, System and Applications -- Research on Stylization Algorithm of Ceramic Decorative Pattern Based on Ceramic Cloud Design Service Platform- Blockchain Consensus Mechanisms and Their Applications in IoT: A Literature Survey -- Towards A secure Communication of Data in IoT Networks: A Technical Research Report -- B Efficient Thermography Guided Learning for Breast Cancer Detection -- PTangle: A Parallel Detector for Unverified Blockchain Transactions -- DOS-GAN: A Distributed Over-Sampling Method Based on Generative Adversarial Networks For Distributed Class-Imbalance Learning -- Effective Sentiment Analysis for Multimodal Review Data on the Web -- Digital Currency Investment Strategy Framework Based on Ranking- Authentication Study for Brain-based Computer Interfaces using Music Stimulations -- An Ensemble Learning Approach to Detect Malwares Based on Static Information -- Automatic Medical Image Report Generation With Multi-View and Multi-Modal Attention Mechanism. Tipo de medio : Computadora Summary : This three-volume set LNCS 12452, 12453, and 12454 constitutes the proceedings of the 20th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2020, in New York City, NY, USA, in October 2020. The total of 142 full papers and 5 short papers included in this proceedings volumes was carefully reviewed and selected from 495 submissions. ICA3PP is covering the many dimensions of parallel algorithms and architectures, encompassing fundamental theoretical approaches, practical experimental projects, and commercial components and systems. As applications of computing systems have permeated in every aspects of daily life, the power of computing system has become increasingly critical. This conference provides a forum for academics and practitioners from countries around the world to exchange ideas for improving the efficiency, performance, reliability, security and interoperability of computing systems and applications. ICA3PP 2020 focuson two broad areas of parallel and distributed computing, i.e. architectures, algorithms and networks, and systems and applications. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Cloud Computing, Smart Grid and Innovative Frontiers in Telecommunications / Zhang, Xuyun ; Liu, Guanfeng ; Qiu, Meikang ; Xiang, Wei ; Huang, Tao
TÃtulo : Cloud Computing, Smart Grid and Innovative Frontiers in Telecommunications : 9th EAI International Conference, CloudComp 2019, and 4th EAI International Conference, SmartGIFT 2019, Beijing, China, December 4-5, 2019, and December 21-22, 2019 Tipo de documento: documento electrónico Autores: Zhang, Xuyun, ; Liu, Guanfeng, ; Qiu, Meikang, ; Xiang, Wei, ; Huang, Tao, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2020 Número de páginas: XXIV, 701 p. 321 ilustraciones, 198 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-48513-9 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Red de computadoras CriptografÃa Cifrado de datos (Informática) Ordenadores Comercio electrónico Gestión de base de datos Redes de comunicación informática CriptologÃa Entornos informáticos comercio electrónico y negocios electrónicos Sistema de administración de base de datos Clasificación: 004.6 Ciencia de los computadores (Interfaces y comunicaciones) Resumen: Este libro constituye las actas arbitradas de la 9.ª Conferencia Internacional sobre Computación en la Nube, CloudComp 2019, y la 4.ª Conferencia Internacional sobre Redes Inteligentes y Fronteras Innovadoras en Telecomunicaciones, SmartGIFT 2019, ambas celebradas en Beijing, China, en diciembre de 2019. Los 55 artÃculos completos de ambos Las conferencias fueron seleccionadas entre 113 presentaciones. CloudComp 2019 presenta avances y experiencias recientes en nubes, computación en la nube y ecosistemas relacionados y soporte empresarial. Los artÃculos están agrupados temáticamente en temas sobre arquitectura y programación de la nube; análisis de datos basado en la nube; aplicaciones en la nube; y seguridad y privacidad en la nube. SmartGIFT 2019 se centra en todos los aspectos de las redes inteligentes y las telecomunicaciones, entendidas en sentido amplio como la generación renovable y la integración de recursos energéticos distribuidos, aplicaciones de inteligencia computacional y tecnologÃas de la información y la comunicación. Nota de contenido: MCOPS-SPM: Multi-Constrained Optimized Path Selection Based Spatial Pattern Matching in Social Networks -- A Multi-objective Computation Offloading Method in Multi-cloudlet Environment -- A Survey of QoS Optimization and Energy Saving in Cloud, Edge and IoT -- A Multi-objective Computation Offloading Method for Hybrid Workflow Applications in Mobile Edge Computing -- An introduction and comparison of the application of cloud and fog in IoT -- Distributed cloud monitoring platform based on log insight -- A Self-Adaptive PSO-based Dynamic Scheduling Method on Hierarchical Cloud Computing -- Application of Bluetooth Low Energy Beacons and Fog Computing for Smarter Environments in Emerging Economies -- Near-Data Prediction Based Speculative Optimization in a Distribution Environment -- Rendering of Three-Dimensional Cloud based on Cloud Computing -- Distributed Stochastic Alternating Direction Method of Multipliers for Big Data Classification -- Personalized Recommendation Algorithm Considering Time Sensitivity -- Cloud-based master data platform for smart manufacturing process -- A semi-supervised classification for hyperspectral image by triple classifiers with data editing and deep learning -- A Survey of Image Super Resolution based on CNN -- Design and Development of an Intelligent Semantic Recommendation System for Websites -- A Lightweight Neural Network Combining Dilated Convolution and Depthwise Separable Convolution -- Cloud-based AGV control system -- A Parallel Drone Image Mosaic Method based on Apache Spark -- CycleSafe: Safe Route Planning for Urban Cyclists -- Prediction of Future Appearances via Convolutional Recurrent Neural Networks Based on Image Time Series in 28 Video Knowledge Discovery Based on Convolutional Time-varying Water Quality Analysis with Semantical Mining Technology -- Data-driven fast real-time flood forecasting model for processing concept drift -- A Survey on Dimension Reduction Algorithms in Big Data Visualization -- Quantum Searchable Encryption for Cloud Data Based on Delegating Quantum Computing -- Quantum solution for the 3-SAT problem based on IBM Q Cloud Grazing Management and Decision System Based on WebGIS -- Application Design of Provincial Meteorological Service -- System Based on National Unified Meteorological Data Environment -- Moving Vehicle Detection Based on Optical Flow Method and Shadow Removal Refactor Business Process models for Efficiency Improvement -- A new model of cotton yield estimation based on AWS -- Intelligent System Security Event Description Method -- Designing a Bit-Based Model to Accelerate Query -- Processing Over Encrypted Databases in Cloud -- Review of Research on Network Flow Watermarking Techniques -- A Multi-Objective Virtual Machine Scheduling Algorithm in Fault Tolerance aware Cloud Environments -- PSVM: Quantitative Analysis Method of Intelligent System Risk in Independent Host Environment -- Coordinated Placement of Meteorological Workflows and Data with Privacy Conflict Protection -- Method and Application of Homomorphic Subtraction of The Paillier Cryptosystem in Secure Multi-party -- Computational Geometry -- A Secure Data Access Control Scheme Without Bilinear Pairing in Edge Computing -- Simulations on the energy consumption of WRF on meteorological Cloud -- A Survey of Information Intelligent System Security Risk Assessment Models, Standards and Methods -- Smart Grid and Innovative Frontiers in Telecommunications -- Multiple Time Blocks Energy Harvesting Relay Optimizing with Time-switching Structure and Decoding Cost -- Spectrum Sharing in Cognitive Radio Enabled Smart Grid: A Survey -- Colorization of Characters Based on the Generative Adversarial Network -- Enhanced LSTM Model for Short-Term Load Forecasting in Smart Grids -- Time -swithching Energy Harvesting Relay Optimizing Considering Decoding cost -- A Resource Allocation Scheme for 5G C-RAN Based on Improved Adaptive Genetic Algorithm -- A Novel Adaptive Multiple-access Scheme for Wireless Chip Area Network in the SmartGrid System. Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the 9thInternational Conference on Cloud Computing, CloudComp 2019, and the 4th International Conference on Smart Grid and Innovative Frontiers in Telecommunications, SmartGIFT 2019, both held in Beijing, China, in December 2019. The55 full papers of both conferences were selected from 113 submissions. CloudComp 2019 presents recent advances and experiences in clouds, cloud computing and related ecosystems and business support. The papers are grouped thematically in tracks on cloud architecture and scheduling; cloud-based data analytics; cloud applications; and cloud security and privacy. SmartGIFT 2019 focus on all aspects of smart grids and telecommunications, broadly understood as the renewable generation and distributed energy resources integration, computational intelligence applications, information and communication technologies. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Cloud Computing, Smart Grid and Innovative Frontiers in Telecommunications : 9th EAI International Conference, CloudComp 2019, and 4th EAI International Conference, SmartGIFT 2019, Beijing, China, December 4-5, 2019, and December 21-22, 2019 [documento electrónico] / Zhang, Xuyun, ; Liu, Guanfeng, ; Qiu, Meikang, ; Xiang, Wei, ; Huang, Tao, . - 1 ed. . - [s.l.] : Springer, 2020 . - XXIV, 701 p. 321 ilustraciones, 198 ilustraciones en color.
ISBN : 978-3-030-48513-9
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Idioma : Inglés (eng)
Palabras clave: Red de computadoras CriptografÃa Cifrado de datos (Informática) Ordenadores Comercio electrónico Gestión de base de datos Redes de comunicación informática CriptologÃa Entornos informáticos comercio electrónico y negocios electrónicos Sistema de administración de base de datos Clasificación: 004.6 Ciencia de los computadores (Interfaces y comunicaciones) Resumen: Este libro constituye las actas arbitradas de la 9.ª Conferencia Internacional sobre Computación en la Nube, CloudComp 2019, y la 4.ª Conferencia Internacional sobre Redes Inteligentes y Fronteras Innovadoras en Telecomunicaciones, SmartGIFT 2019, ambas celebradas en Beijing, China, en diciembre de 2019. Los 55 artÃculos completos de ambos Las conferencias fueron seleccionadas entre 113 presentaciones. CloudComp 2019 presenta avances y experiencias recientes en nubes, computación en la nube y ecosistemas relacionados y soporte empresarial. Los artÃculos están agrupados temáticamente en temas sobre arquitectura y programación de la nube; análisis de datos basado en la nube; aplicaciones en la nube; y seguridad y privacidad en la nube. SmartGIFT 2019 se centra en todos los aspectos de las redes inteligentes y las telecomunicaciones, entendidas en sentido amplio como la generación renovable y la integración de recursos energéticos distribuidos, aplicaciones de inteligencia computacional y tecnologÃas de la información y la comunicación. Nota de contenido: MCOPS-SPM: Multi-Constrained Optimized Path Selection Based Spatial Pattern Matching in Social Networks -- A Multi-objective Computation Offloading Method in Multi-cloudlet Environment -- A Survey of QoS Optimization and Energy Saving in Cloud, Edge and IoT -- A Multi-objective Computation Offloading Method for Hybrid Workflow Applications in Mobile Edge Computing -- An introduction and comparison of the application of cloud and fog in IoT -- Distributed cloud monitoring platform based on log insight -- A Self-Adaptive PSO-based Dynamic Scheduling Method on Hierarchical Cloud Computing -- Application of Bluetooth Low Energy Beacons and Fog Computing for Smarter Environments in Emerging Economies -- Near-Data Prediction Based Speculative Optimization in a Distribution Environment -- Rendering of Three-Dimensional Cloud based on Cloud Computing -- Distributed Stochastic Alternating Direction Method of Multipliers for Big Data Classification -- Personalized Recommendation Algorithm Considering Time Sensitivity -- Cloud-based master data platform for smart manufacturing process -- A semi-supervised classification for hyperspectral image by triple classifiers with data editing and deep learning -- A Survey of Image Super Resolution based on CNN -- Design and Development of an Intelligent Semantic Recommendation System for Websites -- A Lightweight Neural Network Combining Dilated Convolution and Depthwise Separable Convolution -- Cloud-based AGV control system -- A Parallel Drone Image Mosaic Method based on Apache Spark -- CycleSafe: Safe Route Planning for Urban Cyclists -- Prediction of Future Appearances via Convolutional Recurrent Neural Networks Based on Image Time Series in 28 Video Knowledge Discovery Based on Convolutional Time-varying Water Quality Analysis with Semantical Mining Technology -- Data-driven fast real-time flood forecasting model for processing concept drift -- A Survey on Dimension Reduction Algorithms in Big Data Visualization -- Quantum Searchable Encryption for Cloud Data Based on Delegating Quantum Computing -- Quantum solution for the 3-SAT problem based on IBM Q Cloud Grazing Management and Decision System Based on WebGIS -- Application Design of Provincial Meteorological Service -- System Based on National Unified Meteorological Data Environment -- Moving Vehicle Detection Based on Optical Flow Method and Shadow Removal Refactor Business Process models for Efficiency Improvement -- A new model of cotton yield estimation based on AWS -- Intelligent System Security Event Description Method -- Designing a Bit-Based Model to Accelerate Query -- Processing Over Encrypted Databases in Cloud -- Review of Research on Network Flow Watermarking Techniques -- A Multi-Objective Virtual Machine Scheduling Algorithm in Fault Tolerance aware Cloud Environments -- PSVM: Quantitative Analysis Method of Intelligent System Risk in Independent Host Environment -- Coordinated Placement of Meteorological Workflows and Data with Privacy Conflict Protection -- Method and Application of Homomorphic Subtraction of The Paillier Cryptosystem in Secure Multi-party -- Computational Geometry -- A Secure Data Access Control Scheme Without Bilinear Pairing in Edge Computing -- Simulations on the energy consumption of WRF on meteorological Cloud -- A Survey of Information Intelligent System Security Risk Assessment Models, Standards and Methods -- Smart Grid and Innovative Frontiers in Telecommunications -- Multiple Time Blocks Energy Harvesting Relay Optimizing with Time-switching Structure and Decoding Cost -- Spectrum Sharing in Cognitive Radio Enabled Smart Grid: A Survey -- Colorization of Characters Based on the Generative Adversarial Network -- Enhanced LSTM Model for Short-Term Load Forecasting in Smart Grids -- Time -swithching Energy Harvesting Relay Optimizing Considering Decoding cost -- A Resource Allocation Scheme for 5G C-RAN Based on Improved Adaptive Genetic Algorithm -- A Novel Adaptive Multiple-access Scheme for Wireless Chip Area Network in the SmartGrid System. Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the 9thInternational Conference on Cloud Computing, CloudComp 2019, and the 4th International Conference on Smart Grid and Innovative Frontiers in Telecommunications, SmartGIFT 2019, both held in Beijing, China, in December 2019. The55 full papers of both conferences were selected from 113 submissions. CloudComp 2019 presents recent advances and experiences in clouds, cloud computing and related ecosystems and business support. The papers are grouped thematically in tracks on cloud architecture and scheduling; cloud-based data analytics; cloud applications; and cloud security and privacy. SmartGIFT 2019 focus on all aspects of smart grids and telecommunications, broadly understood as the renewable generation and distributed energy resources integration, computational intelligence applications, information and communication technologies. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
TÃtulo : Knowledge Science, Engineering and Management : 14th International Conference, KSEM 2021, Tokyo, Japan, August 14–16, 2021, Proceedings, Part I / Tipo de documento: documento electrónico Autores: Qiu, Han, ; Zhang, Cheng, ; Fei, Zongming, ; Qiu, Meikang, ; Kung, Sun-Yuan, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2021 Número de páginas: XXVII, 710 p. 220 ilustraciones, 189 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-82136-4 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Inteligencia artificial Software de la aplicacion Ciencias sociales Red de computadoras Algoritmos Aplicaciones informáticas y de sistemas de información Aplicación informática en ciencias sociales y del comportamiento. Computadoras y Educación Redes de comunicación informática Diseño y Análisis de Algoritmos Clasificación: 006.3 Resumen: Este conjunto de tres volúmenes constituye las actas arbitradas de la 14.ª Conferencia Internacional sobre Ciencia, IngenierÃa y Gestión del Conocimiento, KSEM 2021, celebrada en Tokio, Japón, en agosto de 2021. Los 164 artÃculos completos revisados ​​fueron cuidadosamente revisados ​​y seleccionados entre 492 presentaciones. Las contribuciones se organizan en las siguientes secciones temáticas: ciencia del conocimiento con aprendizaje e IA; investigación y aplicaciones de ingenierÃa del conocimiento; Gestión del conocimiento con optimización y seguridad. Nota de contenido: Knowledge Science with Learning and AI (KSLA) -- Research on Innovation Trends of AI Applied to Medical Instruments Using Informetrics Based on Multi-Sourse Information -- Extracting Prerequisite Relations among Wikipedia Concepts using the Clickstream Data -- Clustering Massive-categories and Complex Documents via Graph Convolutional Network -- Structure-enhanced Graph Representation Learning for Link Prediction in Signed Networks -- A Property-based Method for Acquiring Commonsense Knowledge -- Multi-hop Learning promote Cooperation in Multi-agent Systems -- FedPS: Model Aggregation with Pseudo Samples -- Dense Incremental Extreme Learning Machine with Accelerating -- Amount and Proportional Integral Differential -- Knowledge-based Diverse Feature Transformation For Few-shot Relation Classification -- Community Detection In Dynamic Networks: A Novel Deep Learning Method -- Additive Noise Model Structure Learning Based on Rank Statistics -- A MOOCs Recommender System Based onUser's Knowledge Background -- TEBC-Net: An effective relation extraction approach for simple question answering over knowledge graphs -- Representing Knowledge Graphs with Gaussian Mixture Embedding -- A Semi-supervised Multi-objective Evolutionary Algorithm for Multi-layer Network Community Detection -- Named Entity Recognition Based on Reinforcement Learning and Adversarial Training -- Improved Partitioning Graph Embedding Framework for Small Cluster -- A Framework of Data Fusion through Spatio-temporal Knowledge Graph -- SEGAR: Knowledge Graph Augmented Session-based Recommendation -- Symbiosis: A Novel Framework for Integrating Hierarchies from Knowledge Graph into Recommendation System -- An Ensemble Fuzziness-based Online Sequential Learning Approach and Its Application -- GASKT: A Graph-based Attentive Knowledge-Search Model for Knowledge Tracing -- Fragile Neural Network Watermarking with Trigger Image Set -- Introducing Graph Neural Networks for Few-Shot Relation Prediction in Knowledge Graph Completion Task -- A Research Study on Running Machine Learning Algorithms on Big Data with Spark -- Attentional Neural Factorization Machines for Knowledge Tracing -- Node-Image CAEï¼A Novel Embedding Method via Convolutional Auto-Encoder and High-Order Proximities -- EN-DIVINE: An Enhanced Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning -- Knowledge Distillation via Channel Correlation Structure -- Feature Interaction Convolutional Network for Knowledge Graph Embedding -- Towards a Modular Ontology for Cloud Consumer Review Mining -- Identification of Critical Nodes in Urban Transportation Network through Network Topology and Server Routes -- Graph Ensemble Networks for Semi-Supervised Embedding Learning -- Rethinking the Information inside Documents for Sentiment Classification -- Dependency Parsing Representation Learning for Open Information Extraction -- Hierarchical Policy Network with Multi-Agent for Knowledge Graph Reasoning Based on Reinforcement Learning -- Inducing Bilingual Word Representations for Non-Isomorphic Spaces by an Unsupervised Way -- A Deep Learning Model Based on Neural Bag-of-words Attention for Sentiment Analysis -- Graph Attention Mechanism with Cardinality Preservation for Knowledge Graph Completion -- Event Relation Reasoning Based on Event Knowledge Graph -- PEN4Rec: Preference Evolution Networks for Session-based Recommendation -- HyperspherE: An Embedding Method for Knowledge Graph Completion Based on Hypersphere -- TroBo: A Novel Deep Transfer Model for Enhancing Cross-project Bug Localization -- A Neural Language Understanding for Dialogue State Tracking -- Spirit Distillation: A Model Compression Method with Multi-domain Knowledge Transfer -- Knowledge Tracing with Exercise-Enhanced Key-Value Memory Networks -- Entity Alignment between Knowledge Graphs Using Entity Type Matching -- Text-Aware Recommendation Model Based on Multi-Attention Neural Network -- Chinese Named Entity Recognition Based on Gated Graph Neural Network -- Learning a Similarity Metric Discriminatively with Application to Ancient Character Recognition -- Incorporating Global Context into Multi-task Learning for Session-based Recommendation -- Exploring Sequential and Collaborative Contexts for Next Point-of-Interest Recommendation -- Predicting User Preferences via Heterogeneous Information Network and Metric Learning -- An IoT Ontology Class Recommendation Method Based on Knowledge Graph -- Ride-Sharing Matching of Commuting Private Car using Reinforcement Learning -- Optimization of Remote Desktop with CNN Based Image Compression Model. Tipo de medio : Computadora Summary : This three-volume set constitutes the refereed proceedings of the 14th International Conference on Knowledge Science, Engineering and Management, KSEM 2021, held in Tokyo, Japan, in August 2021. The 164 revised full papers were carefully reviewed and selected from 492 submissions. The contributions are organized in the following topical sections: knowledge science with learning and AI; knowledge engineering research and applications; knowledge management with optimization and security. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Knowledge Science, Engineering and Management : 14th International Conference, KSEM 2021, Tokyo, Japan, August 14–16, 2021, Proceedings, Part I / [documento electrónico] / Qiu, Han, ; Zhang, Cheng, ; Fei, Zongming, ; Qiu, Meikang, ; Kung, Sun-Yuan, . - 1 ed. . - [s.l.] : Springer, 2021 . - XXVII, 710 p. 220 ilustraciones, 189 ilustraciones en color.
ISBN : 978-3-030-82136-4
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Idioma : Inglés (eng)
Palabras clave: Inteligencia artificial Software de la aplicacion Ciencias sociales Red de computadoras Algoritmos Aplicaciones informáticas y de sistemas de información Aplicación informática en ciencias sociales y del comportamiento. Computadoras y Educación Redes de comunicación informática Diseño y Análisis de Algoritmos Clasificación: 006.3 Resumen: Este conjunto de tres volúmenes constituye las actas arbitradas de la 14.ª Conferencia Internacional sobre Ciencia, IngenierÃa y Gestión del Conocimiento, KSEM 2021, celebrada en Tokio, Japón, en agosto de 2021. Los 164 artÃculos completos revisados ​​fueron cuidadosamente revisados ​​y seleccionados entre 492 presentaciones. Las contribuciones se organizan en las siguientes secciones temáticas: ciencia del conocimiento con aprendizaje e IA; investigación y aplicaciones de ingenierÃa del conocimiento; Gestión del conocimiento con optimización y seguridad. Nota de contenido: Knowledge Science with Learning and AI (KSLA) -- Research on Innovation Trends of AI Applied to Medical Instruments Using Informetrics Based on Multi-Sourse Information -- Extracting Prerequisite Relations among Wikipedia Concepts using the Clickstream Data -- Clustering Massive-categories and Complex Documents via Graph Convolutional Network -- Structure-enhanced Graph Representation Learning for Link Prediction in Signed Networks -- A Property-based Method for Acquiring Commonsense Knowledge -- Multi-hop Learning promote Cooperation in Multi-agent Systems -- FedPS: Model Aggregation with Pseudo Samples -- Dense Incremental Extreme Learning Machine with Accelerating -- Amount and Proportional Integral Differential -- Knowledge-based Diverse Feature Transformation For Few-shot Relation Classification -- Community Detection In Dynamic Networks: A Novel Deep Learning Method -- Additive Noise Model Structure Learning Based on Rank Statistics -- A MOOCs Recommender System Based onUser's Knowledge Background -- TEBC-Net: An effective relation extraction approach for simple question answering over knowledge graphs -- Representing Knowledge Graphs with Gaussian Mixture Embedding -- A Semi-supervised Multi-objective Evolutionary Algorithm for Multi-layer Network Community Detection -- Named Entity Recognition Based on Reinforcement Learning and Adversarial Training -- Improved Partitioning Graph Embedding Framework for Small Cluster -- A Framework of Data Fusion through Spatio-temporal Knowledge Graph -- SEGAR: Knowledge Graph Augmented Session-based Recommendation -- Symbiosis: A Novel Framework for Integrating Hierarchies from Knowledge Graph into Recommendation System -- An Ensemble Fuzziness-based Online Sequential Learning Approach and Its Application -- GASKT: A Graph-based Attentive Knowledge-Search Model for Knowledge Tracing -- Fragile Neural Network Watermarking with Trigger Image Set -- Introducing Graph Neural Networks for Few-Shot Relation Prediction in Knowledge Graph Completion Task -- A Research Study on Running Machine Learning Algorithms on Big Data with Spark -- Attentional Neural Factorization Machines for Knowledge Tracing -- Node-Image CAEï¼A Novel Embedding Method via Convolutional Auto-Encoder and High-Order Proximities -- EN-DIVINE: An Enhanced Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning -- Knowledge Distillation via Channel Correlation Structure -- Feature Interaction Convolutional Network for Knowledge Graph Embedding -- Towards a Modular Ontology for Cloud Consumer Review Mining -- Identification of Critical Nodes in Urban Transportation Network through Network Topology and Server Routes -- Graph Ensemble Networks for Semi-Supervised Embedding Learning -- Rethinking the Information inside Documents for Sentiment Classification -- Dependency Parsing Representation Learning for Open Information Extraction -- Hierarchical Policy Network with Multi-Agent for Knowledge Graph Reasoning Based on Reinforcement Learning -- Inducing Bilingual Word Representations for Non-Isomorphic Spaces by an Unsupervised Way -- A Deep Learning Model Based on Neural Bag-of-words Attention for Sentiment Analysis -- Graph Attention Mechanism with Cardinality Preservation for Knowledge Graph Completion -- Event Relation Reasoning Based on Event Knowledge Graph -- PEN4Rec: Preference Evolution Networks for Session-based Recommendation -- HyperspherE: An Embedding Method for Knowledge Graph Completion Based on Hypersphere -- TroBo: A Novel Deep Transfer Model for Enhancing Cross-project Bug Localization -- A Neural Language Understanding for Dialogue State Tracking -- Spirit Distillation: A Model Compression Method with Multi-domain Knowledge Transfer -- Knowledge Tracing with Exercise-Enhanced Key-Value Memory Networks -- Entity Alignment between Knowledge Graphs Using Entity Type Matching -- Text-Aware Recommendation Model Based on Multi-Attention Neural Network -- Chinese Named Entity Recognition Based on Gated Graph Neural Network -- Learning a Similarity Metric Discriminatively with Application to Ancient Character Recognition -- Incorporating Global Context into Multi-task Learning for Session-based Recommendation -- Exploring Sequential and Collaborative Contexts for Next Point-of-Interest Recommendation -- Predicting User Preferences via Heterogeneous Information Network and Metric Learning -- An IoT Ontology Class Recommendation Method Based on Knowledge Graph -- Ride-Sharing Matching of Commuting Private Car using Reinforcement Learning -- Optimization of Remote Desktop with CNN Based Image Compression Model. Tipo de medio : Computadora Summary : This three-volume set constitutes the refereed proceedings of the 14th International Conference on Knowledge Science, Engineering and Management, KSEM 2021, held in Tokyo, Japan, in August 2021. The 164 revised full papers were carefully reviewed and selected from 492 submissions. The contributions are organized in the following topical sections: knowledge science with learning and AI; knowledge engineering research and applications; knowledge management with optimization and security. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
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