E-raamat: Algorithms and Architectures for Parallel Processing: 21st International Conference, ICA3PP 2021, Virtual Event, December 3-5, 2021, Proceedings, Part II

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 UsingcuSPARSE 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 CrossDomain 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-costDevelopment 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.