Algorithms and Architectures for Parallel Processing: 20th International Conference, Ica3pp 2020, New York City, Ny, Usa, October 2-4, 2020, Proceedin

ISBN-13: 9783030602383 / Angielski / Miękka / 2020 / 732 str.

Meikang Qiu

Spis treści

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.