Advances in parallel computing technologies and applications / edited by D. J. Hemanth, M. Elhosney, and T. N. Nguyen.

Format:

Book

Contributor:

Hemanth, D. Jude, editor.

Elhoseny, Mohamed, editor.

Nguyen, T. N., editor.

Series:

Advances in parallel computing ; Volume 40.

Advances in Parallel Computing Series ; Volume 40

Language:

English

Subjects (All):

Parallel processing (Electronic computers).

Parallel programming (Computer science).

Physical Description:

1 online resource (450 pages)

Edition:

First edition.

Place of Publication:

Amsterdam, Netherlands : IOS Press, [2021]

Summary:

"Recent developments in parallel computing mean that the use of machine learning techniques and intelligence to handle the huge volume of available data have brought the faster solutions offered by advanced technologies to various fields of application. This book presents the proceedings of the Virtual International Conference on Advances in Parallel Computing Technologies and Applications (ICAPTA 2021), hosted in Chennai, India, and held online as a virtual event on 15 and 16 April 2021.The aim of the conference was to provide a forum for sharing knowledge in various aspects of parallel computing in communications systems and networking, including cloud and virtualization solutions, management technologies, and vertical application areas. It also provided a platform for scientists, researchers, practitioners and academicians to present and discuss the most recent innovations and trends, as well as the concerns and practical challenges encountered in this field. Included here are 52 full length papers, accepted from over 100 submissions based on the reviews and comments of subject experts. Topics covered include parallel computing in communication, machine learning intelligence for parallel computing and parallel computing for software services in theoretical and practical aspects. Providing an overview of the latest developments in the field, the book will be of interest to all those whose work involves the use of parallel computing technologies"-- Provided by publisher.

Contents:

Intro

Title Page

Preface

Contents

Intrusion Detection System Using Convolutional Neural Network on UNSW NB15 Dataset

VANET: Trust Evaluation Using Artificial Neural Network

Auto Question Tagging for Health Care Using Machine Learning Technique

A Noninvasive Model to Detect Malaria Based on Symptoms Using Machine Learning

A Contemporary Method on Feature Selection and Classification Using Multi-Model Deep Learning Technique for Identifying Diabetic Retinopathy

Multilevel Security Biometric Authentication Locking System Using Arduino UNO

Footstep Power Generating System

Secure and Privacy Based Home Patient Monitoring Internet of Things (HPMIoT)

An Efficient Algorithm for Movie Recommendation System

Person Identification Using Face and Speech Recognition for Visually Challenged with Mask Detection

Framework for Authentication 802.1X Security Protocol of WNAS as RFC Access Management Device Associated with RFC Authentication Management Technique

Fog Enabled Cloud Based Heart Rate Monitoring System

COVID-19: Role of Deep Learning and Cloud Through Identification of Kidney, Pancreas and Intestine

Energy Efficient Clustering Technique for VANET

Trust-Based Public Key Management for Data Distribution in Wireless Networks

Enhanced Handwritten Document Recognition Using Confusion Matrix Analysis

The Role of AI in Battling Against Covid-19 Crisis in India

Deep Learning Based Static Analysis of Malwares in Android Applications

A Comparative Study of Detection and Classification of Emotions on Social Media Using SVM and Naive Bayes Techniques

Survey on Erythema Migrans, and Basal Cell Carcinoma in Computer-Aided Diagnosis

Sign Language Translator Using YOLO Algorithm

Student Performance Prediction Using Machine Learning.

A New Approach for Security in Cloud Data Storage for IOT Applications Using Hybrid Cryptography Technique

Intelligent Framework for Number Plate Detection and Recognition in Toll Using Image Processing Techniques

IoT Based Health Monitoring System

Traffic Monitoring System Using IoT and DL

Distinct Actions Classification Using Human Action Tracker Technique in Sports Videos

Smart Wearable System to Assist Asthma Patients

Covid-19 Sentiment Analysis Using Deep Learning and Machine Learning

Maize Grain Quality Classification Using Convolutional Neural Network

Finding State of Mind Through Emotion and Sentiment Analysis of the Twitter Text

A Novel Dual Encryption Algorithm to Enhance the Security in Image Transmission Using LSB 3-2-2 Technique

Applications of Object Detection, Brain Tumor Detection and Classification

Parallel Computing Enabled Cloudd-Based IOT Applications

A Survey on Securing Medical Data in Cloud Using Blockchain

Network Lifetime Analysis in IOT Environment in Healthcare Sectors Using Deep Learning Routing Approach

An Comprehensive Survey on Applications of Precision Agriculture in the Context of Weed Classification, Leave Disease Detection, Yield Prediction and UAV Image Analysis

IoT Based Shirodhara

Model for Refactoring a Software Using Feature Oriented Dependency (FOD)

Automatic Biometric System for Finger Knuckle Using Sparse Encoder Approaches

Stock Market Prediction Using Machine Learning Techniques

Smart Surveillance System for Abnormal Activity Detection Using CNN

Increased Energy Conservation in Internet of Things (IoT) Related Wireless Networking

Multi-Scale Fish Segmentation Refinement Using Contour Based Segmentation

Heart Disease Prediction Using Hybrid Random Forest Model Integrated with Linear Model.

Heart Disease Prediction Using Convolutional Neural Network

Ensuring the Survivablity of the Trekker Using Drone and RFID Technology

IoT Based Smart Electrolytic Bottle Monitoring

Smartphone Controlled Fingerprint Door Look System (SCFDLS)

Effective Cataloging over Diverse Algorithms for Automatic Text Summarization and Its Survey

Prospective Classification over Various Handwritten Character Recognition Algorithms - A Survey

E-Society - A Financial and Event Management System

Subject Index

Author Index.

Notes:

Description based on publisher supplied metadata and other sources.

Description based on print version record.

ISBN:

1-64368-219-9

OCLC:

1295245382