First International Conference on Sustainable Technologies for Computational Intelligence

Name: First International Conference on Sustainable Technologies for Computational Intelligence | Proceedings of ICTSCI 2019
Brand: Springer
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Proceedings of ICTSCI 2019

Ashish Kumar Luhach Janos Arpad Kosa Ramesh Chandra Poonia Xiao-Zhi Gao Dharm Singh(Editor)

Springer (Publisher)

1st Edition

Published on 1. November 2019

XVI, 847 pages

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978-981-15-0029-9 (ISBN)

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Dr. Ashish Kr Luhach received his Ph.D. in Computer Science from the Banasthali University, India, and was a postgraduate at the Latrobe University, Australia. Dr. Luhach serves as a senior lecturer at the PNG University of Technology, Papua New Guinea. With more than a decade of teaching and research experience, he has published over 40 research articles in reputed journals and conference proceedings. He has also been editor/conference co-chair for various conferences such as ICAICR and ICTSCI and currently serves on the editorial boards of various journals. He is a member of the CSI, ACM, and IACSIT.

Prof. Dharm Singh Jat is a Professor of Computer Science at Namibia University of Science and Technology (NUST). He is the author of more than 140 peer-reviewed articles and the author or editor of 16 books. His research interests include multimedia communications, wireless technologies, mobile communication systems, edge, roof computing, software-defined networks, network security, and the Internet of Things. The recipient of more than 19 prestigious awards, he is also a Fellow of The Institution of Engineers (I), Computer Society of India and Chartered Engineer (I), a Senior Member of the IEEE, Distinguished ACM Speaker, and IEEE CS DVP Speaker.

Dr. Janos Arpad Kosa is a member of the GAMF Faculty of Engineering and Computer Science at Neumann Janos University, Hungary. He is a seasoned researcher and has published extensively in reputed journals. He was the first researcher worldwide to develop DC flux transfer and AC flux transfer between independent iron cores in power systems. He has chaired various conferences and been an Invited Speaker to universities around the globe, e.g. Michigan State University, USA, and Ankara University, Turkey.

Dr. Ramesh Chandra Poonia is an Associate Professor at Amity Institute of Information Technology, Amity University Rajasthan, Jaipur, India; and a Postdoctoral Fellow at the Cyber-Physical Systems Laboratory (CPS Lab), Department of ICT and Natural Sciences, Norwegian University of Science and Technology (NTNU), Alesund, Norway. With substantial research experience, he has organized various conferences and published more than 100 research papers in journals and conference proceedings. He is an active member of the IEEE, CSI, and ACM.

Prof. Xiao-Zhi Gao is currently serving at the University of Eastern Finland. He has published more than 350 articles in reputed journals and conference proceedings. He also serves on the editorial boards of many journals published by Springer and Elsevier.

Content

Intro
Preface
About This Book
Contents
About the Editors
Emoticon and Text Sarcasm Detection in Sentiment Analysis
1 Introduction
2 Related Work
3 Artificial Neural Network
4 Methodology
5 Result Analysis
6 Conclusion
References
Toward Development Framework for Eliciting and Documenting Knowledge in Requirements Elicitation
1 Introduction
2 Framework
2.1 Artifacts Identification
2.2 Knowledge Elements Elicitation
2.3 Query Processing
3 The Framework Evaluation
4 Discussion
5 Conclusion and Future Work
References
An Effective MAC Protocol for Multi-radio Multi-channel Environment of Cognitive Radio Wireless Mesh Network (CRWMN)
1 Introduction
2 Related Work
3 Methodology
4 Parameters Considered
4.1 Link Load Estimation
4.2 Bandwidth-Satisfaction-Index (BSI)
5 Estimation of P-I
6 Experimental Results
7 Conclusion
References
IoT-Based RFID Framework for Tracking, Locating and Monitoring the Health's Rituals of Pilgrims During Hajj
1 Introduction
2 Literature Review
3 Research Methodology
4 Suggested Framework
4.1 Pilgrim Module
4.2 Health Detection and Monitoring Unit Module
5 Conclusion
References
IoT in Education: Its Impacts and Its Future in Saudi Universities and Educational Environments
1 Introduction
2 Literature Review
3 Theoretical Framework and Hypothesis
4 Research Method
5 Results and Dissection
5.1 The Demographic Features of the Study Participants
5.2 Results of Questionnaires
6 Conclusion
References
A Nobel Approach to Detect Edge in Digital Image Using Fuzzy Logic
1 Introduction
2 Proposed Methodology
2.1 Input Image
2.2 Pre-processing
2.3 Designing FIS
3 Result and Discussion
4 Conclusion
References
Sentiment Analysis Techniques for Social Media Data: A Review
1 Introduction
2 Sentiment Analysis
3 Features Extraction in Sentiment Analysis
3.1 Term Presence Versus Term Frequency
3.2 N-Gram Features
3.3 Parts of Speech (POS) Tagging
3.4 Negation
4 Sentiment Analysis Methods
4.1 Supervised Learning
4.2 Unsupervised Learning
4.3 Lexicon-Based Method
5 Comparison of Different Sentiment Analysis Technique
6 Discussion
7 Conclusion and Future Work
References
Towards a Model-Driven Framework for Data and Application Portability in PaaS Clouds
1 Introduction
1.1 Vendor Lock-in and "Interoperability and Portability" Issues in Cloud Computing
2 Application Portability
2.1 Approaches for Handling the Challenge of PaaS Application Portability
3 Our Approach
3.1 Architecture
3.2 Configuration Files for Settings
4 Conclusion
References
Tweet Sentiment Classification by Semantic and Frequency Base Features Using Hybrid Classifier
1 Introduction
1.1 Sentiment Analysis
2 Related Work
3 The Proposed Method
4 Result Analysis
References
Using RFID Technology in Vaccination Cards for Saudi Children: Research Study
1 Introduction
2 Literature Review
2.1 Rfid
2.2 RFID in Multiable Sectors
2.3 RFID in Health Sector
2.4 Ways to Improve the Vaccine Process
3 Research Method
4 Discussion and Results
5 Conclusion
References
Towards a Real IoT-Based Smart Meter System
1 Introduction
2 Literature Review
2.1 Background
2.2 Electricity Grid
2.3 Smart Grid
2.4 Smart Meter
3 Methodology and Implementation
3.1 Hardware
3.2 Platforms
3.3 Control Management Website
3.4 SMS Service
3.5 Project Workflow
4 Discussions and Results
4.1 The Customer Page
4.2 The Company Page
5 Conclusion
References
Proposing Model for Recognizing User Position
1 Introduction
1.1 Biometrics
1.2 Keystroke Dynamics
1.3 Data Acquisition
1.4 Classification of Methods
1.5 Data Classifier
2 Related Work
3 Proposed Work
4 Conclusion
References
Popularity-Based Detection of Malicious Content in Facebook Using Machine Learning Approach
1 Introduction
2 State-of-the-Art Techniques for Detection and Prevention
3 Proposed Method/Model
3.1 Data Collection
3.2 Preprocessing and Collected Features
3.3 Feature Selection Based on PSO Algorithm
4 Experimental Analysis
4.1 Performance of Experiments
4.2 Comparative Analysis
5 Conclusion and Future Work
References
Computational Management of Alignment of Multiple Protein Sequences Using ClustalW
1 Introduction
2 Literature Review
3 Review Methodology
4 Experimental Work and Analysis
4.1 Phylogenetic Tree
5 Result
6 Conclusion and Future Scope
References
An Investigation of Simulation Tools and Techniques Based on Traffic and Network
1 Introduction
2 Traffic Simulator
2.1 CanuMobiSim
2.2 VanetMobiSim
3 Network Simulator
4 Languages and Files Used
4.1 XML and Trace File
4.2 TCL Language
4.3 AWK Language
4.4 Trace and NAM File
5 MATLAB
6 Conclusion
References
Sustainable Management Strategy for Software Firms to Reduce Employee Turnover Due to Freelancing
1 Introduction
2 Problem Statement
3 Researchable Issues
4 Sustainable Management Strategies
5 Conclusion
References
Deformation Analysis of UWB Microstrip Antenna for Breast Cancer Detection
1 Introduction
2 Conventional Antenna
2.1 The Simulation Results and Discussions for the Microstrip Antenna
3 Electromagnetic Band Gap (EBG) Structure in Ground Plane
3.1 Simulation and Result Discussion
4 Antennas Requirements for Diagnosis
5 Antenna Deformation
5.1 Deformed Microstrip Antenna Design
5.2 Parametric Analysis and Discussion of Conformed Proposed Microstrip Antenna
6 Conformed Microstrip Patch Antenna
6.1 Results and Discussion for Proposed Deformed Microstrip Patch Antenna
7 Conclusion
References
Performance Analysis of Radio Over Fiber Link Using MZM External Modulator
1 Introduction
2 Radio-over-Fiber (RoF)
3 Optical Modulation
4 Recent Advancement
5 Proposed Work
6 Result and Discussion
7 Conclusion
References
A Hybrid Cryptographic Technique for File Storage Mechanism Over Cloud
1 Introduction
2 Comparative Analysis of Previous Approaches
3 Proposed Solution
4 Test Plan
4.1 Encryption and Decryption Time for AES
4.2 Encryption and Decryption Time for Hybrid Algorithm
5 Result and Performance
5.1 Algorithms Testing
5.2 AES Testing
5.3 Hybrid Encryption (AES, DES, RC4) Testing
5.4 Comparison of Encryption Algorithms Testing Data
6 Conclusion
References
Community Development Through Sustainable Technology-A Proposed Study with Irula Tribe of Masinagudi and Ebbanad Villages of Nilgiri District
1 Introduction
2 Study Area
3 Problems of Irula Community
4 Technological Interventions for Community Development
5 Theoretical Framework
6 Conclusion
References
Hybrid Energy-Aware Routing (HEAR) Approach (Using Network Simulator)
1 Introduction
2 Related Work
2.1 Energy-Aware Heuristic Based Protocol
2.2 Residual Battery Energy of Entire Network Node Measurement and Utilization Method
3 Comparison of Energy-Aware Routing Protocols
4 Proposed Methodology
5 Conclusion
References
Design and Deviation Analysis of a Semi-automated Needle Manipulation System Using Image Processing Technique
1 Introduction
1.1 Literature Review
2 Methodology
2.1 Designing
2.2 Circuit Connection
2.3 VI Setup
2.4 Testing Equipment
2.5 Complete Experimental Setup
3 Results
4 Conclusion
References
Performance Measure of Classifier for Prediction of Healthcare Clinical Information
1 Introduction
2 Literature Survey
2.1 Problem Statement
3 Solving Approach and Efficiency Issues
4 Performance Analysis of System
4.1 Problem Formulation
5 Experimental Analysis
6 Conclusion
References
A Segmentation Method for Comprehensive Color Feature with Color-to-Grayscale Conversion Using SVD and Region-Growing Method
1 Introduction
2 Proposed Method: Comprehensive Color Feature Detection
3 Result and Discussion
4 Conclusion
References
QSecret-Sharing Scheme (QSS)-Based Keyless: Titanium Secure (TitaniumSec) EMail Application
1 QSecret-Sharing Scheme (QSS)
2 Titanium Secure (TitaniumSec) Email Application
2.1 Set-up: TitaniumSec
2.2 Components of Titanium Secure Email App
3 Results and Discussion
3.1 Functioning of TitaniumSec
3.2 Security Aspects of TitaniumSec Email App
4 Conclusion
References
Sentiment Analysis of Tweets Using Supervised Learning Algorithms
1 Introduction
2 Literature Survey
3 Dataset
4 Experimental Analysis
5 Conclusion
6 Future Work
References
A Comparative Analysis of Artificial Neural Network and Support Vector Regression for River Suspended Sediment Load Prediction
1 Introduction
2 Models
2.1 Artificial Neural Network (ANN)
2.2 Support Vector Regression (SVR)
3 Data Description
4 Numerical Experiments
4.1 Result of ANN
4.2 Result of SVR
5 Conclusion and Future Work
References
Optimum Parallelism in Spark Framework on Hadoop YARN for Maximum Cluster Resource Utilization
1 Introduction
2 Levels of Parallelism
2.1 Node Level
2.2 Executor Level
2.3 Task Level
3 Problem Statement
4 Test Environment
4.1 Hardware
4.2 Software
5 SparkBench for Performance Evaluation
6 Performance Evaluation
6.1 Parallelism at Node Level
6.2 Parallelism at Executor Level
6.3 Parallelism at Task Level
7 Recommendations
8 Conclusion
References
Novel Approach of Intrusion Detection Classification Deeplearning Using SVM
1 Introduction
1.1 Intrusion Detection System
1.2 IDS: Architecture
1.3 IDS: Classification and Types
2 Related Work
3 The Proposed Method
3.1 Proposed Technique
3.2 Proposed Flowchart
4 Result Analysis
4.1 Experimental Setup
5 Conclusion
References
Authentication Protocol with Privacy Preservation for Handover in Wireless Mesh Networks
1 Introduction
2 Related Work
3 The Trust Model
3.1 Types of Tickets Issued for Mutual Authentication Among Mesh Entities
4 Analysis of Existing Protocol
5 The Proposed Protocol
5.1 Login Authentication Protocol
5.2 Handover Authentication Protocol
6 Security Analysis of Proposed Protocol
7 Experimental Results
7.1 Performance Metrics
7.2 Result Analysis
7.3 Simulation Results
8 Conclusion
References
An Efficient Distributed Approach to Construct a Minimum Spanning Tree in Cognitive Radio Network
1 Introduction to CRN
1.1 Spectrum Sensing (SS)
1.2 Spectrum Management (SM)
1.3 Spectrum Mobility (SMO)
1.4 Spectrum Sharing (SSH)
2 The Minimum Spanning Tree Construction Problems in CRN
2.1 Multiple Channel Access
2.2 Common Control Channel
2.3 Mobility
2.4 Primary User Interface
2.5 Neighbor Discovery
3 Motivation of MST Creation Approach and Discussion of Proposed Basic Idea
4 Organization of Model
4.1 States of Root Process
4.2 Messages Types
5 Concept of the Proposed Algorithm
6 Proposed Algorithm
7 Implementation
8 Conclusion
References
Path Planning of Unmanned Aerial Vehicles: Current State and Future Challenges
1 Introduction
1.1 Path Planning Techniques
2 Literature Review
2.1 Start to Goal Path Planning
2.2 Coverage Path Planning
3 Conclusion
References
HCCD: Haar-Based Cascade Classifier for Crack Detection on a Propeller Blade
1 Introduction
2 Motivation
3 Related Works
4 Methodology
4.1 The Crack Detection Framework
4.2 Haar-like Features
4.3 The Cascading Classifier
4.4 Adaboost
5 Overall Architecture of HCCD MODEL
6 Experimental Results
6.1 Training Samples
6.2 Feature Extraction
6.3 Development of the Cascading Classifier
6.4 Validation Results
7 Conclusions
8 Future Work
References
Placement of Routers and Cloud Components in Cloud-Integrated Wireless-Optical Broadband Access Network
1 Introduction
2 Literature Survey
3 MILP-Based Problem Formulation
3.1 Notations
3.2 Variables
3.3 MILP Formulation
4 Proposed Algorithm
4.1 Algorithm Description
5 Performance Evaluation
6 Conclusion
References
Optimal Variation of Bridge Column Cross Section of Muscat Expressway, Oman
1 Introduction
2 Methodology Adopted for Optimization
3 Variational Principle-Differential Equation of Equilibrium for Axial Loading
4 Cross-Sectional Variation of the Bar
5 Calculation For Deformation Function for Different Variations
6 Conclusions
References
Analysis of Customer Churn Prediction in Telecom Sector Using CART Algorithm
1 Introduction
2 Related Work
3 Problem Formulation
3.1 Proposed Work
3.2 Proposed Methodology
3.3 Algorithm
4 Simulation and Results
4.1 Simulation
4.2 Result Analysis
5 Conclusion and Future Scope
References
Fluctuating Time Quantum Round Robin (FTQRR) CPU Scheduling Algorithm
1 Introduction
1.1 Performance Criteria for CPU Scheduling
1.2 Different Schedulers
1.3 Various Scheduling Algorithms
2 Related Work
3 Proposed FTQRR CPU Scheduling Algorithm
3.1 Illustration of Proposed Algorithm
4 Experimental Analysis
4.1 Assumptions
4.2 Experiments Performed
5 Result Analysis
6 Conclusion
References
Implementation of a Markov Model for the Analysis of Parkinson's Disease
1 Introduction
2 Review of Literature
3 Parkinson Disease
4 Disease Progression
5 The Finite-State Markov Model
5.1 States
5.2 Stages
5.3 Transition Probability Matrix
6 The Proposed Method
7 Numerical Calculations
8 Results and Discussions
9 Conclusions
References
Multi-font Devanagari Text Recognition Using LSTM Neural Networks
1 Introduction
2 Related Work
3 Effect of Devanagari Text Document in Different Fonts Styles on Devanagari OCRs
3.1 Devanagari Font Styles-An Overview
3.2 Performance of OCRs on Devanagari Text Document Images in Aparajita and Nakula Font Styles
4 Proposed Multi-font Devanagari OCR (MFD_OCR) Using LSTM Neural Network
4.1 Data Creation of Text Document Image for Different Font Styles
4.2 Multi-font Devanagari OCR: Text Recognition Using LSTM Neural Networks
4.3 Experimental Results
5 Conclusion and Future Scope
References
Experimental Evaluation of CNN Architecture for Speech Recognition
1 Introduction
2 System Design
2.1 CNN Overview
2.2 Proposed System
3 Experimental Setup
4 Results and Discussions
5 Conclusion
References
Design and Simulation of a Single-Phase SHEPWM Inverter-Fed Induction Motor Drive Using Generalized Hopfield Neural Network
1 Introduction
2 Implementation of SHEPWM Using GHNN
3 Simulation Results and Discussion
3.1 Generation of Gate and Carrier Signal
3.2 Output Voltage and Current Waveforms
4 Future Scope of the Proposed Work
5 Conclusion
References
A Novel Mechanism for Host-Based Intrusion Detection System
1 Introduction
1.1 Approach
1.2 Behavior
1.3 Protection
1.4 Features
2 HIDS
2.1 OSSEC
2.2 OSSEC Flow Diagram
3 Results and Discussion
4 Conclusion
References
Free-Space Optics: A Shifting Paradigm in Optical Communication Systems in Difficult Terrains
1 Introduction
2 Why FSO Over RF Communication?
3 FSO Application Areas
4 Challenges in FSO Communication
5 Modeling of Atmospheric Turbulence Fluctuations
6 Issues in FSO and Possible Methods to Overcome Them
7 Conclusion
References
Classification of Plants Using Convolutional Neural Network
1 Introduction
2 Related Work
3 Dataset
4 Convolutional Neural Network Architecture and Workflow Diagram
4.1 Convolutional Neural Network Architecture
4.2 Workflow Diagram
5 Results and Discussions
6 Conclusions
References
The Internet of Drone Things (IoDT): Future Envision of Smart Drones
1 Introduction
2 Terminologies
2.1 Unmanned Aircraft/Aerial Systems (UAS)/Drones
2.2 Flying Adhoc Network
2.3 Drones
3 Internet of Drone Things (IoDT)
3.1 Technologies Shaping Internet of Drone Things (IoDT)
3.2 Comparison of UAV's with Internet of Drone Things (IoDT)
3.3 Applications of Internet of Drone Things (IoDT)
3.4 Security Issues
4 Internet of Drone Things (IoDT)-Real-Time Implementations
4.1 Smart Agriculture
4.2 Smart Cities Monitoring
5 Conclusion and Future Scope
References
Solving Grid Scheduling Problems Using Selective Breeding Algorithm
1 Introduction
2 Related Work
3 Grid Scheduling Based on DAG
4 Proposed SBA for Solving Grid Scheduling Based on DAG
5 Solving Grid Scheduling Problem Using SBA
6 Conclusion and Discussion
References
Correntropy-Induced Metric-Based Variable Step Size Normalized Least Mean Square Algorithm in Sparse System Identification
1 Introduction
2 Review of Correntropy-Induced Metric (CIM)
3 Proposed CIM-VSSNLMS
4 Simulation Results
5 Conclusion
6 Future Scope
References
Identification of Suitable Basis Wavelet Function for Epileptic Seizure Detection Using EEG Signals
1 Introduction
2 Proposed Method
2.1 EEG Signal Decomposition
2.2 Wavelet Selection Methods
2.3 Feature Extraction
2.4 Data Normalization
2.5 Classification
3 Experimental Setup and Discussions
3.1 Dataset Description
3.2 Discussions
4 Conclusions
References
Neuro-Fuzzy Control Algorithm for Harmonic Compensation of Quality Improvement for Grid Interconnected Photovoltaic System
1 Introduction
2 Proposed System
3 Grid-Connected PV System
3.1 Modeling Solar Cell
3.2 DC-DC Boost Converter
3.3 Maximum Power Point Tracking (MPPT)
4 Neural Network
5 Results
References
Network Intrusion Detection System Using Random Forest and Decision Tree Machine Learning Techniques
1 Introduction
2 Related Works
3 Model Classification
3.1 Random Forest
3.2 Decision Tree
4 Simulation Result
5 Conclusion
References
EHA-RPL: A Composite Routing Technique in IoT Application Networks
1 Introduction
2 Related Work
3 Proposed Work
4 Performance Evaluations
5 Conclusion
References
Sustainable IPR Practices to Address Risk Capital Finance in Software Industries in Developing Countries
1 Introduction
2 Literature Review
2.1 Lack of Proper IPR Enforcement
2.2 Expensive to Protect IP
2.3 Threats of Competitors
3 Problem Statement
3.1 Powerless IPR Is an Obstruction to Risk Capital Financing
3.2 Weak IPR Is an Obstruction to Economic Scale Up
3.3 Extreme IPR Culture Limits Innovation Interest
4 Proposed Framework
5 Conclusion
References
ConFuzz-A Concurrency Fuzzer
1 Introduction
2 Overview
3 Concurrency and Multithreading
3.1 Concurrency Bugs and Attacks
3.2 Fuzzing
4 Design
4.1 LLVM Custom Pass
4.2 LLVM Thread Sanitizer
4.3 Input Generation
5 Implementation
5.1 Instrumentation-Source Code Analysis
5.2 LLVM IR Pass
5.3 Fuzzing Technique
6 Evaluation and Results
6.1 pbzip2-1.1.13
6.2 pigz-2.3.4
6.3 pixz-1.0.6
7 Discussion
8 Related Works
8.1 Concurrency Bug Detection
8.2 Fuzzing
8.3 Other Techniques
9 Conclusion
10 Future Works
References
Sifar: An Attempt to Develop Interactive Machine Translation System for English to Hindi
1 Introduction
2 Related Work
3 Methodology
3.1 Word Error Rate (WER)
3.2 Position Independent Error Rate (PER)
3.3 Translation Error Rate (TER)
3.4 N-Grams
4 Evaluation
4.1 Speed
4.2 Productivity
5 Conclusion and Future Work
References
MinMaxScaler Binary PSO for Feature Selection
1 Introduction
2 Particle Swarm Optimization
3 Modifications of PSO
4 Hybrid of PSO
5 Applications of PSO
6 Particle Swarm Optimization for Feature Selection
7 Discussion on Survey
8 Proposed Modification in PSO
8.1 MinMaxScaler PSO
9 Algorithm
10 Experimental Design
11 Result
12 Conclusion
References
Predicting the Stock Market Behavior Using Historic Data Analysis and News Sentiment Analysis in R
1 Introduction
2 Literature Survey
2.1 Studies that Rely on the Online Media Stock Information
2.2 Studies Related to News Analysis
3 Proposed Method
3.1 Data Description
3.2 Proposed Model Description
4 Experimentation and Result
4.1 Results of Sentiment Analysis
4.2 Results of Historic Data Analysis Component
5 Conclusion
References
DDoS Attacks Detection and Mitigation Using Economic Incentive-Based Solution
1 Introduction
2 Literature Survey
3 Proposed Work
4 Experimentation and Results
5 Comparative Analysis
6 Conclusion
References
Image Enhancement Using Local and Global Histogram Equalization Technique and Their Comparison
1 Introduction
2 Steps of Image Processing
3 Algorithms of Image Enhancement
4 Results and Calculations
5 Conclusion
References
Detection and Analysis of Congestion of Nodes in Many-Core Processor
1 Introduction
2 Literature Survey
3 Software Requirements and Details
4 Congestion Detection Model
5 Implementation
6 Results
7 Observation
8 Conclusion
References
Review of Register Transfer Language and Micro-operations for Digital Systems
1 Introduction
2 Design Hierarchy
3 Register Transfer Language
4 Types of Registers
5 Micro-operations
6 History of Micro-operations
7 Application of Micro-operation
7.1 Register Transfer
7.2 Arithmetic Micro-operations
7.3 Logic Micro-operations
7.4 Shift Micro-operations
8 Basic Hardware Implementation of Micro-operations
8.1 Logic Micro-operations
8.2 Arithmetic Micro-operations
8.3 Shift Micro-operations
9 Conclusion
References
An Energy Efficient and QoS Achieved Through MapReduce in Cloud Environment
1 Introduction
2 Literature Review
3 Proposed Methodology
3.1 Flowchart Diagram of MaHaVM Method
3.2 Matrix HDFS Virtual Machine Distribution (MaHaVM)
3.3 Working of MaHaVM for Cloud Computing
3.4 MaHaVM Algorithm
4 Experiment and Result Evaluation
4.1 Dataset
4.2 Comparison Analysis
4.3 Parameters for Result Checking
4.4 Calculation Significance
5 Conclusion and Future Work
References
Static and Dynamic Malware Analysis Using Machine Learning
1 Introduction
2 Related Work
2.1 Static Analysis in Malware Detection
2.2 Dynamic Analysis in Malware Detection
3 Methodology
3.1 Methodology for Static Analysis
3.2 Methodology for Dynamic Analysis
4 Experiment and Results
4.1 Performance Metrics
4.2 Results and Implementation for Static Datasets
4.3 Results and Implementation for Dynamic Dataset
5 Conclusion and Future Scope
References
Review-Based Sentiment Prediction of Rating Using Natural Language Processing Sentence-Level Sentiment Analysis with Bag-of-Words Approach
1 Introduction
2 Literature Review
3 Unigram and Bigram Approach
4 Statistical Approaches in Prediction
5 Sentiment Prediction of Rating
6 Experimental Results and Analysis
7 Conclusion and Future Research Directions
References
A Bio-immunology Inspired Industrial Control System Security Model
1 Introduction
2 The Biological Immune System (BIS)
2.1 Overview of Biological Immune System
2.2 Biological Immune System Properties
2.3 Artificial Immune System (AIS)
3 Industrial Control System Security
4 Comparison of ICS Security and BIS
5 Current ICS Defence from APT Research
6 Discussion
7 Initial Results
8 Conclusion and Future Work
References
Real Time, An IoT-Based Affordable Air Pollution Monitoring For Smart Home
1 Introduction
2 Related Work
3 Proposed Work
4 System Implementation
5 Result
6 Conclusion and Future Scope
References
66 Correction to: ConFuzz-A Concurrency Fuzzer
Correction to: Chapter "ConFuzz-A Concurrency Fuzzer" in: A. K. Luhach et al. (eds.), First International Conference on Sustainable Technologies for Computational Intelligence, Advances in Intelligent Systems and Computing 1045, https://doi.org/10.1007/978-981-15-0029-9_53
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First International Conference on Sustainable Technologies for Computational Intelligence

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