Parallel Architectures, Algorithms and Programming: 11th International Symposium, Paap 2020, Shenzhen, China, December 28-30, 2020, Proceedings

ISBN-13: 9789811600098 / Angielski / Miękka / 2021 / 440 str.

Li Ning; Vincent Chau; Francis Lau

Spis treści

Restoring Survivable Spanning Tree: An Alternative Algorithm.- On the decycling problem in a torus.- Deep Learning Optimization for Many-Core Virtual Platforms.-  Development of Low-Cost Indoor Positioning Using Mobile-UWB-Anchor-

Configuration Approach.- BERT-CoQAC: BERT-based Conversational Question Answering in Context.- Streaming Algorithms for Monotone DR-submodular Maximization under a Knapsack Constraint on the Integer Lattice.- NASIL: Neural Network Architecture Searching for Incremental Learning in Image Classification.- Nonsubmodular Maximization with Knapsack Constraint via Multilinear Extension.- FEENET:A Real-time Semantic Segmentation via Feature Extraction and Enhancement.- Establishment and Parallel Implementation of Reconstruction Model for Multi-frame Solar Speckle Images.- Analysing and Forecasting Electricity Demand and Price Using Deep Learning Model during the COVID-19 Pandemic.- Cross-database micro expression recognition based on Apex frame optical flow and multi-head self-attention.- GPS intelligent solution of aerial image target in State Grid EIA survey.- Encryption and decryption in conic curves cryptosystem over fiite fiel

GF(2^n) using tile self-assembly.- Optimizing embedding-related quantum annealing parameters for reducing

hardware bias.- A Behavioural Network Traffic Novelty Detection for the Internet of Things Infrastructures.- A fast algorithm for image segmentation based on Global Cosine Fitting Energy Model.- Household Garbage Classification A Transfer Learning Based Method and

A Benchmark.- Lightweight Neural Network Based Garbage Image Classifiation Using a Deep Mutual Learning.- VBSSR: Variable Bitrate Encoded Video Streaming with Super-Resolution on HPC Education Platform.- An Investigation on the Performance of Highly Congested Home WiFi Networks during the COVID-19 Pandemic.- Using Feed-Forward Network for Fast Arbitrary Style Transfer with Contextual Loss.- Enhancing Underwater Image using Multi-scale Generative Adversarial Networks.- Inferring Prerequisite Relationships among Learning Resources for HPC Education.- Research on Bank Knowledge Transaction Coverage Model Based on Innovation Capacity Analysis.- Deep Deterministic Policy Gradient based Resource Allocation in Internet of Vehicles.- A Pufferfish Privacy Mechanism for the Trajectory Clustering Task.- A Novel Attention Model of Deep Learning in Image Classification.- FDRA: Fully Distributed Routing Architecture for Private Virtual Network in Public Cloud.- Energy Consumption Modeling for the PageRank Application in Spark.- Distributed Dense Tucker Decomposition based on Hierarchical SVD.- A Multi-Objective Task Offloading Strategy for Workflw Applications in Mobile Edge-Cloud Computing.- A Deep Reinforcement Learning based Feature Selector.- Automatic Thread Block Size Selection Strategy in GPU Parallel Code Generation.- SPORTS: A semi-partitioned real-time scheduler for heterogeneous multicore platforms.- Boosting Performance in Parallel Computing Models with a New Experimental Architecture.- RRW: A Reliable Ring Waveguide-based Optical Router for Photonic Network-on-Chips.