Algorithms and Architectures for Parallel Processing: 21st International Conference, Ica3pp 2021, Virtual Event, December 3-5, 2021, Proceedings, Part

ISBN-13: 9783030953874 / Angielski / Miękka / 2022 / 772 str.

Yongxuan Lai; Tian Wang; Min Jiang

Spis treści

Software Systems and Efficient Algorithms.- The Design and Realization of the Intelligent Drying Rack System Based on STM32.- Efficient Estimation of Time-Dependent Shortest Paths based on Shortcuts.- Multi-level PWB and PWC for Reducing TLB Miss Overheads on GPUs.- Hybrid GA-SVR: An Effective Way to Predict Short-term Traffic Flow.- Parallel and Distributed Algorithms and Applications.- MobiTrack: Mobile Crowdsensing-based Object Tracking with Min-Region and Max-Utility.- Faulty Processors Identification for Multiprocessor System under the PMC Model Using a Novel Binary Grey Wolf Optimizer.- Fast On-road Object Detector on ROS-based Mobile Robot.- A Lightweight Asynchronous I/O System for Non-Volatile Memory.- The Case for Disjoint Job Mapping on High-Radix Networked Parallel Computers.- FastCache: A Client-Side Cache With Variable-Position Merging Schema in Network Storage System.- An Efficient Parallelization Model for Sparse Non-negative Matrix Factorization Using cuSPARSE Library on Multi-GPU Platform.- HaDPA: A Data-Partition Algorithm for Data Parallel Applications on Heterogeneous HPC Platforms.- A NUMA-aware Parallel Truss Decomposition Algorithm for Large Scale Graphs.- A Large-scale Parallel Alignment Algorithm for SMRT Reads.- Square Fractional Repetition Codes for Distributed Storage Systems.- An Anti-forensic Method Based on RS Coding and Distributed Storage.- Data Science.-

Predicting Consumers’ Coupon-usage in E-commerce with Capsule Network.- A high-availability K-modes clustering method based on differential privacy.- A Strategy-based Optimization Algorithm to Design Codes for DNA Data Storage System.- Multi-Relational Hierarchical Attention for Top-k Recommendation.- Edge Computing and Edge Intelligence.- EdgeSP: Scalable Multi-Device Parallel DNN Inference on Heterogeneous Edge Clusters.- An Efficient Computation Offloading Strategy in Wireless Powered Mobile-Edge Computing Networks.- WiRD: Real-Time and Cross Domain Detection System on Edge device.- Deep Learning with Enhanced Convergence and its Application in MEC Task Offloading.- Dynamic Offloading and Frequency Allocation for Internet of Vehicles with Energy Harvesting.- SPACE : Sparsity Propagation based DCNN Training Accelerator on Edge.- Worker Recruitment Based on Edge-cloud Collaboration in Mobile Crowdsensing System.- Energy Efficient Deployment and Task Offloading for UAV-Assisted Mobile Edge Computing.- Blockchain Systems.- Research on Authentication and Key Agreement Protocol of Smart Medical Systems Based on Blockchain Technology.- CRchain: An Efficient Certificate Revocation Scheme Based on Blockchain.- Anonymous Authentication Scheme Based on Trust and Blockchain in VANETs.- BIPP: Blockchain-based Identity Privacy Protection Scheme in Internet of Vehicles for Remote Anonymous Communication.- Deep Learning Models and Applications.- Self-Adapted Frame Selection Module: Refine the Input Strategy for Video Saliency Detection.- Evolving Deep Parallel Neural Networks for Multi-Task Learning.- An Embedding Carrier-Free Steganography Method Based on Wasserstein GAN.- Design of Face Detection Algorithm Accelerator Based on Vitis.- FSAFA-stacking2: An Effective Ensemble Learning Model for Intrusion Detection with Firefly Algorithm Based Feature Selection.- Attention-based Cross-Domain Gesture Recognition using WiFi Channel State Information.- Font Transfer based on Parallel Auto-encoder for Glyph Perturbation via Strokes Moving.- A Novel GNN Model for Fraud Detection in Online Trading Activities.- IoT.- Non-Interactive Zero Knowledge Poof based Access Control in Information-Centric Internet of Things.- Simultaneous Charger Placement and Power Scheduling for On-Demand Provisioning of RF Wireless Charging Service.- A Cross-domain Authentication Scheme Based on Zero-knowledge Proof for Internet of Things.- NBUFlow: A Dataflow based Universal Task Orchestration and Offloading Platform for Low-cost Development of IoT Systems with Cloud-Edge-Device Collaborative.- IoT-GAN: Anomaly Detection for Time Series in IoT Based on Generative Adversarial Networks.- Freshness and Power Balancing Scheduling for Cooperative Vehicle-infrastructure System.- A Low Energy Consumption and Low Delay MAC Protocol Based on Receiver Initiation and Capture Effect in 5G IoT.- Building Portable ECG Classification Model

with Cross-Dimension Knowledge Distillation.