Algorithms and Architectures for Parallel Processing 20th International Conference, ICA3PP 2020, New York City, NY, USA, October 2-4, 2020, Proceedings, Part II /: 20th International Conference, ICA3PP 2020, New York City, NY, USA, October 2-4, 2020, Proceedings, Part II. (2020)

• Record Type: Book
• Further Information: Note: Edited by Meikang Qiu.
• Editors: Qiu, Meikang
• Contents: 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.
• Publisher Details: Cham : Springer International Publishing Imprint: Springer
• Publication Date: 2020
• Extent: 1 online resource
• Subjects: 518; Computer science -- Mathematics; Computers; Computer organization
• Languages: English
• ISBNs: 9783030602390; 3030602397
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.