Título :	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.
Palabras clave:	Matemáticas  Ciencias de la Computación  Ingeniería Informática  Red de computadoras  Matemática Computacional y Análisis Numérico  Teoría de la Computación  Ingeniería Informática y Redes
Índice Dewey:	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 artículos completos y 5 artículos 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 crítico. Esta conferencia proporciona un foro para académicos y profesionales de países 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.
En línea:	https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
Link:	https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i

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.

Palabras clave:	Matemáticas  Ciencias de la Computación  Ingeniería Informática  Red de computadoras  Matemática Computacional y Análisis Numérico  Teoría de la Computación  Ingeniería Informática y Redes
Índice Dewey:	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 artículos completos y 5 artículos 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 crítico. Esta conferencia proporciona un foro para académicos y profesionales de países 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.
En línea:	https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]
Link:	https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i