Advanced Intelligent Systems for Sustainable Development (AI2SD'2019)

Name: Advanced Intelligent Systems for Sustainable Development (AI2SD'2019) | Volume 6 - Advanced Intelligent Systems for Networks and Systems
Brand: Springer
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Volume 6 - Advanced Intelligent Systems for Networks and Systems

Mostafa Ezziyyani(Editor)

Springer (Publisher)

1st Edition

Published on 11. October 2019

XIX, 312 pages

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978-3-030-33103-0 (ISBN)

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This proceedings book presents extended versions of papers on advanced intelligent systems for networks and system selected from the second edition of the International Conference on Advanced Intelligent Systems for Sustainable Development (AI2SD'2019), which was held on 8-11 July 2019 in Marrakech, Morocco. The book explores a number of aspects of networks and systems design issues, and focuses on the latest research developments in a number of areas, including various aspects of modern networking such as smart networked systems, network protocols and performance, security and privacy, mobile and wireless systems, Internet of things, artificial intelligence and expert systems, and cloud computing, as well as enabling technologies.

The book also examines the area of intelligence, comprehensively examining a range of important topics like intelligent collaborative systems for work and learning, security, organization, management and autonomic computing for intelligent networking and collaborative systems, wireless and sensor systems for intelligent networking and collaborative systems, data mining and knowledge management for intelligent networking and collaborative systems, data for Internet of things, and cloud computing.

Each chapter presents the state of the art in a specific topic as well as the results of research and laboratory experiments, and successful applications. The book is intended for academic and industry researchers and telecommunication network engineers wanting to gain insights into these areas, particularly in the context of Industry 4.0.

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Content

Intro
Preface
Overview About AI2SD Editions
Foreword
Acknowledgements to AI2SD'2019 participants
Organization
General Chair
Co-chairs
Keynotes Speakers
TPC Chairs
PhD Organizing Committee
Local Organizing Committee
Scientific Committee
Contents
About the Editor
A Novel Route Discovery Mechanism Based on Neighborhood Broadcasting Methods in VANET
Abstract
1 Introduction
2 Related Works
3 Our Proposed Approach
4 Performance Evaluation
4.1 Effect of Number of Nodes
4.2 Effect of Speed of Nodes
5 Conclusion and Perspectives
References
Access Control Models for Smart Environments
Abstract
1 Introduction
2 Background
3 Discussion About Access Control Models
4 Issues and Problems
5 Conclusion
References
Ambulance Detection System
Abstract
1 Introduction
2 Related Work
3 Ambulance Detection Methods
3.1 Descriptors
3.2 Classifiers
4 Experiments
5 Conclusion
References
An AODV-Based Routing Scheme with Layered Clustering to Enhance Energy Efficiency and QoS in WSNs
Abstract
1 Introduction
2 Related Work
3 Routing in WSNs
3.1 Classification of Routing Protocols in WSNs
3.2 Overview of the Ad Hoc On-Demand Distance Vector Routing Protocol (AODV)
4 Energy Model
5 The Proposed Routing Scheme
5.1 Initialization Phase
5.2 Communication Phase
5.3 Route Maintenance
6 Simulation Environment and Results Analysis
7 Conclusion
References
Analysis and Evaluation of Cooperative Trust Models in Ad Hoc Networks: Application to OLSR Routing Protocol
Abstract
1 Introduction
2 Review of Security in Manets
3 Trust Models in Manets and Challenges
4 Proposing a Trust Model for Manets at Routing Level: OLSR
5 Conclusion
References
Assessing NoSql Approaches for Spatial Big Data Management
Abstract
1 Introduction
2 NoSql Paradigms
2.1 Key Value Oriented Data Store
2.2 Document Oriented Data Store
2.3 Column Family Oriented Data Store
2.4 Performance Comparison
3 Conclusion
References
Big Data for Internet of Things: A Survey on IoT Frameworks and Platforms
Abstract
1 Introduction
2 IoT Architecture
3 Big Data and IoT
4 IoT Frameworks
5 Discussion
6 Conclusion
References
Current State and Challenges of Big Data
Abstract
1 Introduction
2 Source of Big Data
2.1 The Need of Big Data?
2.2 Software Testing
2.3 Social Systems and Social Attitude of Society
2.4 Big Data and Machine Learning
3 Challenges of Big Data
3.1 Management Issues
3.2 Storage Issues
3.3 Processing Issues
3.4 Security Issues
4 Solutions to Big Data Challenges
5 Relationship Between Big Data and Learning Path
5.1 Big Data and Stream Learning
5.2 Big Data and Deep Learning
6 Hadoop
6.1 HDFS Architecture
6.2 MapReduce
7 Conclusion
References
Decision Support System for Water Resources Management in the West Mediterranean Area-Morocco
Abstract
1 Introduction - Problematic
2 Study Area
3 Materials Used and Methodology
3.1 Used Data
3.2 Methodology
4 Results and Discussion
4.1 Geology
4.2 The Vegetation
4.3 Hydrographic Network
4.4 Surface and Underground Waters
4.5 Web Platform
5 Conclusion
Design of a Miniature Microstrip Antenna with DGS Structure for RFID Tag
Abstract
1 Introduction
2 Tag Antenna Design
3 Results and Discussion
4 Conclusion
Acknowledgments
References
Distributed Spatio-Temporal Voronoi Diagrams: State of Art and Application to the Measurement of Spatial Accessibility in Urban Spaces
Abstract
1 Introduction
2 Spatio-Temporal Modeling
2.1 Notion of Space and Time
2.2 Spatio-Temporal Relationship
2.3 Related Works
3 Distributed Computing of Large Spatial Data (Related Works)
4 Spatial Network Voronoï Diagrams
4.1 Voronoï Diagrams
4.2 Spatial Network Voronoï Diagrams
4.3 Computing of Network Voronoï Diagrams
4.4 Related Works
5 Application to Spatial Accessibility Measurement in Urban Spaces
5.1 Assessment of Accessibility and Proximity to Community Amenities According to Urban Standards
5.2 Assessment of Urban Vulnerability Based on a Spatial Model of Voronoï
5.3 Planning for Hazardous Materials Transportation Routing in an Urban Environment
6 Perspective: Distributed Spatio-Temporal Voronoï Diagram
6.1 Distributed Spatio-Temporal Voronoï Diagram
6.2 Representation of Spatio-Temporal Data of the Network in a Distributed Platform
6.3 Partitionnement du réseau spatio-temporel de Voronoï
6.4 Distributed Calculation of Trees Shorter Path Depends on Time
6.5 Update Generator Assignments to Vertices and Edges
6.6 Technologies for the Implementation of the Proposed Process
7 Conclusion
References
Elector Relationship Management: Concepts, Practices and Technological Support
Abstract
1 Introduction
2 Elector Relationship Management: Concepts and Practices
2.1 From Customer Relationship Management (CRM) to Elector Relationship Management (ERM)
2.2 Implementation of an ERM System
3 Proposal for an ERM System
3.1 The Importance of Analytical Marketing and Data Mining: Towards an ERM Structural Framework
3.2 Proposal for an ERM System Based on a Business Intelligence Infrastructure: A Generic View
4 Conclusion
Energy Management in WSNs
Abstract
1 Introduction
2 Related Works
3 Problem of Energy Distribution
4 EDE Protocol
4.1 Definition of the EDE Protocol
4.2 Impact Energy
5 Simulation Results and Discussion
5.1 Simulation Environment
5.2 Simulation Results
6 Conclusion and Perspective
References
Estimation of the Best Measuring Time for the Environmental Parameters of a Low-Cost Meteorology Monitoring System
Abstract
1 Introduction
2 Related Work
3 System Description
4 Results
5 Conclusion and Future Work
Acknowledgments
References
Genetic Algorithm for Shortest Path in Ad Hoc Networks
Abstract
1 Introduction
2 Optimization in VANET Network
3 Genetic Algorithm
3.1 Presentation of the Genetic Algorithm
3.2 The Course of a Genetic Algorithm Can be Divided into Five Parts
3.3 The Steps of the Genetic Algorithm
4 Genetic Algorithm for Ad Hoc
4.1 Representation of a Population
4.1.1 Evaluation of Fitness Function
4.2 Crossover
4.3 Mutation
5 Implementation
6 Simulation Results
6.1 Simulation Results for a Network with 20 Nodes
6.2 Simulation Results for Random Network Topologies
7 Conclusion
References
Implementation and Evaluation of an Intrusion Detection System for IoT: Against Routing Attacks
Abstract
1 Introduction
2 Related Works
3 Operation of Protocol RPL
4 Attacks Against RPL
4.1 Attacks Targeting Resources
4.2 Attacks Against Traffic
4.3 Attacks on Topology
5 System Design
5.1 Illustration of the Problem
5.2 Intrusion Detection System
5.3 Description of the Proposed Algorithm
6 Experimentation
6.1 Energy Consumption Profile
6.2 IDS Evaluation: Real Alarms and Time to Detection
7 Discussion
7.1 Energy Consumption Profile
7.2 False Alarms
7.3 Detection Rate
8 Conclusion
References
Implementing and Evaluating an Intrusion Detection System for Denial of Service Attacks in IoT Environments
Abstract
1 Introduction
2 Related Work
3 DOS Attack Detection Based on Node Energy Consumption
4 Rating Metrics
4.1 Energy Consumption
4.2 Detection Rate
4.3 The Time Elapsed Until the Detection (TUD)
5 Experimentation
6 Results
6.1 Energy Consumption
6.2 Parameters for the Detection Algorithm
6.3 Results in Terms of False Alarms, Detection Rate and Time Until the Detection of the Attack
7 Discussion
7.1 Energy Consumption
7.2 Parameters for the Detection Algorithm
7.3 Detection Rate
8 Conclusion
References
Intelligent Urban Transport Decision Analysis System Based on Mining in Big Data Analytics and Data Warehouse
Abstract
1 Scope and Outline of the Paper
1.1 Big Data Analytics
1.2 Data Warehouse
2 Design and Architecture
2.1 Layer Acquisition, Cleaning, Loading Modeling Data
2.2 Layer Processing, Querying and Data Analysis
2.3 Layer the Decision Support Technology
3 Conclusion
References
MIMO-OFDM for Wireless Systems: An Overview
Abstract
1 Introduction
2 MIMO OFDM System
3 Peak to Average Power Ratio
3.1 PAPR Reduction Techniques
4 MIMO Space-Time Block Coding and Alamouti Codes
4.1 Space Time Block Codes
4.2 MIMO Alamouti Coding
5 Simulation
6 OFDM Advantages and Disadvantages
7 Conclusion
References
Optimization and Evolutionary Games, Stochastic Equilibrium Application to Cellular Systems
Abstract
1 Introduction
2 Scheduling Resources in LTE
3 The PF Algorithm
4 The M-LWDF Algorithm
5 The EXP PF Algorithm
6 Simulation and Implementation of Schedulers
7 Conclusion
Acknowledgment
References
Performance and Complexity Comparisons of Polar Codes and LDPC Codes
Abstract
1 Introduction
2 Polar Codes
2.1 Construction of Polar Codes
2.2 Process of Coding Polar Codes
2.3 Decoding of the Polar Codes by Successive Cancellation
3 LDPC Codes
3.1 Construction of LDPC Codes
3.2 Encoding Processes for LDPC Codes
3.3 Decoding Processes for LDPC Codes
4 Comparisons of Polar Codes and Turbo Codes
4.1 BER-FER Performance Comparison of Polar Codes and LDPC Codes
4.2 Complexity Comparison of Polar Codes and LDPC Codes
5 Conclusion
References
Planar Hexagonal Antenna Array for WLAN Applications
Abstract
1 Introduction
2 One Element Antenna Design
3 Antenna Array Design
4 Results and Discussion
5 Conclusion
Acknowledgments
References
Services Search Techniques Architecture for the Internet of Things
Abstract
1 Introduction
2 Related Work
3 The Proposed System Architecture
4 Conclusions and Future Trends
References
Smart Geoportal for Efficient Governance: A Case Study Municipality of M'diq
Abstract
1 Introduction
2 Problem Statement
3 Study Area
4 Problem Approach
4.1 Architecture
4.2 Users
4.3 Interfaces and Modules
4.4 Data
4.5 3D Models
4.6 BI Management Tools
5 Results and Discussions
5.1 Analysis and Design
5.2 Implementation of the Geodatabase and Data Collection
5.3 Geoportal Interfaces
5.4 Geoportal Business Modules
5.5 Geoportal Deployment and Tests
6 Conclusion and Perspectives
Acknowledgments
References
Software Defined Networking Based for Improved Wireless Sensor Network
Abstract
1 Introduction
2 Background and Terminology
2.1 SDN
2.2 WSN
2.3 WSN Challenges
2.4 SDN Approach of WSN (SDWSN)
3 State of Art of SDWSN Architecture
3.1 Implementation of SDWSN Architecture
3.2 SDWSN Architectures
3.2.1 Sensor OpenFlow
3.2.2 Soft-WSN
3.2.3 SDN-Wise
3.2.4 TinySDN
3.2.5 SDWSN-RL/Cognitive SDWSN
4 Discussion and Comparison Study
5 Conclusion
References
SWCA Secure Weighted Clusterhead Election in Mobile Ad Hoc Network
Abstract
1 Introduction
2 Related Works
3 The Proposed Algorithm SWCA
4 Conclusion
References
The Benefits of SDN Integration on 5G Mobile Network
Abstract
1 Introduction
2 State of the Art 5G Technology
2.1 5G Technology Challenges
2.2 Concepts for 5G Mobile Networks
2.3 Quality Requirements in 5G Networks
3 Software Defined Networks
3.1 Advantages of SDN in Mobile Network
3.2 SDN-Based Design
3.3 SDN Controller Implementation
3.4 Integration of SDN for 5G Technology
4 Benchmark Evaluation Report
4.1 Insertion Time Evaluation
4.2 Latency Evaluation
5 Conclusion
References
The Impact of Mobility Speed over Varying Radio Propagation Models Using Routing Protocol in MANET
1 Introduction
1.1 Destination-Sequenced Distance-Vector Routing (DSDV)
1.2 Radio Propagation Models (RPM)
1.3 Objective
2 Related Work
3 Research Methodology
3.1 Random WayPoint Mobility Model (RWP)
3.2 Tools Used
4 Experimental Results and Analysis
4.1 Scheme-1
5 Conclusion and Future Work
References
Thing-Based Service-Oriented Architecture for Industry 4.0
Abstract
1 Introduction
2 Ongoing Industry 4.0 Projects
2.1 Worldwide I4.0 Projects
2.2 Moroccan I4.0 Projects
3 Thing-Based SOA for I4.0
3.1 IoT Related Paradigms
3.2 Service-Oriented Architecture
3.3 I4.0 Dimensions and Principles
4 The Proposed Thing-Based Service-Oriented Architecture for Industry 4.0
5 Conclusion and Perspectives
References
Ubiquitous Platform as a Service for Large-Scale Ubiquitous Applications Cloud-Based
Abstract
1 Introduction
2 Related Work
3 Comparison Between Ubiquitous Computing, Cloud Computing and Ubiquitous Cloud Computing
4 The General Features of an Ideal Architecture for Ubiquitous Cloud Computing
4.1 Architecture for Ubiquitous Cloud Computing
4.2 Nature of Services
5 Conclusion
References
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