Algorithms and Architectures for Parallel Processing : 21st International Conference, ICA3PP 2021, Virtual Event, December 3–5, 2021, Proceedings, Part II / edited by Yongxuan Lai, Tian Wang, Min Jiang, Guangquan Xu, Wei Liang, Aniello Castiglione.

Format:

Book

Contributor:

Lai, Yongxuan, editor.

Series:

Theoretical Computer Science and General Issues, 2512-2029 ; 13156

Language:

English

Subjects (All):

Algorithms.

Design and Analysis of Algorithms.

Local Subjects:

Design and Analysis of Algorithms.

Physical Description:

1 online resource (757 pages)

Edition:

1st ed. 2022.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

Summary:

The three volume set LNCS 13155, 13156, and 13157 constitutes the refereed proceedings of the 21st International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2021, which was held online during December 3-5, 2021. The total of 145 full papers included in these proceedings were carefully reviewed and selected from 403 submissions. They cover the many dimensions of parallel algorithms and architectures including fundamental theoretical approaches, practical experimental projects, and commercial components and systems. The papers were organized in topical sections as follows: Part I, LNCS 13155: Deep learning models and applications; software systems and efficient algorithms; edge computing and edge intelligence; service dependability and security algorithms; data science; Part II, LNCS 13156: Software systems and efficient algorithms; parallel and distributed algorithms and applications; data science; edge computing and edge intelligence; blockchain systems; deept learning models and applications; IoT; Part III, LNCS 13157: Blockchain systems; data science; distributed and network-based computing; edge computing and edge intelligence; service dependability and security algorithms; software systems and efficient algorithms.

Contents:

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. .

Notes:

Includes index.

Other Format:

Print version: Lai, Yongxuan Algorithms and Architectures for Parallel Processing

ISBN:

3-030-95388-2