Advanced Information Networking and Applications

Name: Advanced Information Networking and Applications | Proceedings of the 37th International Conference on Advanced Information Networking and Applications (AINA-2023), Volume 3
Brand: Springer
Price: 287.83 EUR
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Proceedings of the 37th International Conference on Advanced Information Networking and Applications (AINA-2023), Volume 3

Leonard Barolli(Herausgeber*in)

Springer (Verlag)

Erschienen am 14. März 2023

XXX, 683 Seiten

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978-3-031-28694-0 (ISBN)

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Inhalt

Intro
Welcome Message from AINA-2023 Organizers
Organization
AINA-2023 Keynote Talks
Blockchain and IoT Integration: Challenges and Future Directions
Toward Sustainable, Intelligent, Secure, Fully Programmable, and Multisensory (SENSUOUS) Networks
Contents
Next Generation Mobile Sensors: Review Regarding the Significance of Deep Learning and Privacy Techniques for Data-Driven Soft Sensors
1 Introduction
2 Proper Management of Sensitive Private Data
2.1 Demographic Data
2.2 Sensors that Detect Movement
3 Study of Human Behaviour
3.1 Motion Sensors
4 Body Features and Health Parameters
4.1 Motion Sensors
4.2 Remarks Concerning the Touchscreen
4.3 Mobile Applications, Location and Network
5 Conclusions and Open Research Avenues
References
Simulation Modeling of Human Aortic Valve Blood Flow
1 Introduction
2 Modelling Methodology
2.1 Construction of a Closed Valve in Pathologies
2.2 Construction of a Opened Valve in Pathologies
2.3 Simulation of Blood Flow
3 Conclusion
References
An Integrated System for Vibration Suppression Using Fuzzy Control and 2D-LiDAR
1 Introduction
2 Proposed System
2.1 Proposed System Structure and 3D Measurement
2.2 Fuzzy Control for Vibration Suppression
3 Experimental Results
4 Conclusions
References
Prediction in Smart Environments and Administration: Systematic Literature Review
1 Introduction
2 Systematic Literature Review Planning
2.1 Research Questions
2.2 Search Strategy
2.3 Selection Criteria
2.4 Data Collection
3 Results and Discussion
3.1 Introduction
3.2 RQ1: Did Prediction Solutions Integrate an Administration Element?
3.3 RQ2: What Are the Prediction Methods Applied in the Smart Environment and Administration in a Data-Series Case?
3.4 Learned Lesson
4 Conclusion
References
Protect Trajectory Privacy in Food Delivery with Differential Privacy and Multi-agent Reinforcement Learning
1 Introduction
2 Related Work
3 Background
3.1 Multi-agent Reinforcement Learning
3.2 Trajectory Protection
3.3 Differential Privacy
4 Problem Statement
4.1 Model Overview
4.2 DRL Formulation
5 Methodology
5.1 QMIX Algorithm
5.2 Protect Trajectory Privacy in Food Delivery with Multi-agent Reinforcement Learning
6 Experiment Design
6.1 Protect Trajectory in Food Delivery (PTFD)
6.2 Data Set Description
7 Experiment Results
7.1 Trajectory Similarity and Data Utility
8 Conclusion
References
Enhanced Machine Learning-Based SDN Controller Framework for Securing IoT Networks
1 Introduction
2 Related Work
3 Methodology
3.1 Software and Hardware Environment
3.2 SDN Architecture
3.3 Proposed ML-SDN Framework
4 Simulation Results
4.1 Evaluation Fundamental
4.2 Results
5 Conclusion and Future Works
References
Sustainment of Military Operations by 5G and Cloud/Edge Technologies*-4pt
1 Introduction
2 Use Case Scenario 1: Personnel Training Enhanced by AR/VR
3 Use Case Scenario 2: Healthcare
4 Use Case Scenario 3: Logistics
5 Use Cases and Their Enabling Technologies
5.1 Personnel Training Enhanced by AR/VR
5.2 Healthcare
5.3 Logistics
6 Challenges
7 Interoperability
8 Outlook
9 Conclusion
References
Federated Learning of Predictive Models from Real Data on Diabetic Patients
1 Introduction
2 Data Analysis and Preprocessing
3 Performance Analysis Methods
4 Application of the ARIMA Model
5 Application of SARIMA and VARIMA Models
6 Deep Learning with LSTM
7 Sliding Window Approach
8 Conclusion
References
Design of a Process and a Container-Based Cloud Architecture for the Automatic Generation of Storyline Visualizations
1 Introduction
2 A Motivating Example
3 Design of a Container-Based Architecture
3.1 The Text Annotator Service
3.2 The Parser Service
3.3 The Storyline Service
4 Conclusions and Future Work
References
Cycle Detection and Clustering for Cyber Physical Systems
1 Introduction
2 State of the Art
3 Architecture
3.1 Platform Implementation Details
4 Experiments
4.1 Data
4.2 Cycle Detection
4.3 Cycle Clustering
5 Conclusions
References
Cloud Computing and Critical Infrastructure Resilience
1 Introduction
2 Resilience
2.1 The Concept
2.2 The Dimensions of Resilience
3 Critical Infrastructures' Resilience Indicators and Assessment Framework
4 Cloud Computing as Resource for Critical Infrastructure Resilience
5 Further Considerations on Critical Infrastructure Protection
6 Critical Infrastructure Protection in the European Union
7 Conclusion
References
Towards a Parallel Graph Approach to Drug Discovery
1 Introduction
2 Problem Overview
3 Related Work
4 Data Preprocessing
5 Methodology
6 Algorithm Parallelization and Results
7 Conclusions and Future Work
References
Experiences in Architectural Design and Deployment of eHealth and Environmental Applications for Cloud-Edge Continuum
1 Introduction
2 Reference Architectures for the Cloud-Edge Continuum
2.1 Multi-layer Architecture
2.2 Event-Driven Architecture
3 Applications to the Use Cases
3.1 E-Health Application
3.2 Environmental Monitoring Application
4 Conclusions
References
Programming Paradigms for the Cloud Continuum
1 Introduction
2 Code Annotation
3 Active Objects
4 Agent Systems and Swarms
5 Orchestration
6 Discussion
7 Conclusion and Future Work
References
Worker-to-Task Skill-Based Assignment
1 Introduction
1.1 Motivation and Problem Statement
1.2 Theoretical Foundation
1.3 Related Work
2 Workers to Tasks Problem Considered
2.1 Workers Active for Whole Period. Single-Worker Tasks Spanning Whole Period (W2T)
2.2 Workers Active for Whole Period. Multi-worker Tasks Spanning Whole Period (*W2T)
2.3 Workers Active for Certain Periods. Tasks Span Certain Periods (t*W2T)
2.4 Workers Active for Certain Periods. Tasks Span Certain Periods. Minimum Possible Number of Workers is Required (Min-t*W2T)
3 Experimental Results
4 Conclusion
References
Prototype for Controlled Use of Social Media to Reduce Depression
1 Introduction
2 Background Work on Social Media Addiction
2.1 Study Design
2.2 Selections for Participants
2.3 Survey Questions
3 The Prototype of Addiction Control Application
4 Conclusion
References
Why Zero Trust Framework Adoption has Emerged During and After Covid-19 Pandemic
1 Introduction
2 Background
3 Impact of COVID-19 on Existing IT Infrastructure
4 How a Zero Trust Network Functions
5 Survey Objectives - Adoption of ZTA
5.1 Sampling and Sample Size
5.2 Data Collection and Analysis
6 Survey Results
7 Conclusion
References
An Interoperable Microservices Architecture for Healthcare Data Exchange
1 Introduction
2 Background
2.1 Healthcare Standards
2.2 Application Architectures
2.3 Service Mesh
3 Architectural Issues, Constraints and Assumptions
4 Proposed Solution
5 Experimental Results
5.1 Scalability of Transcoders
5.2 Response Time for QoS Requirements
6 Related Work
7 Conclusion
References
D-insta: A Decentralized Image Sharing Platform
1 Introduction
2 Related Work
3 Proposed Design and Solution
3.1 Designing the User Interface
3.2 Decentralizing the Application
3.3 Identifying the User
3.4 Storing the Uploaded Images
3.5 Enabling Tipping
3.6 Algorithm to Decide the Ordering of Posts
3.7 Designing the Smart Contracts
3.8 Back-end Implementation
3.9 Deploying the Application on Ethereum
4 Implementation Dependencies
5 Conclusion
References
Ramification of Sentiments on Robot-Based Smart Agriculture: An Analysis Using Real-Time Tweets
1 Introduction
2 Related Work
3 Methodology
3.1 Data Extraction and Pre-processing
3.2 Hand-Engineered Features for Text Pre-processing
3.3 Impact of Pre-processing on Extracted Data
4 Embedding-Based Sentiment Analysis and Polarity Disambiguation
4.1 Comparison of Various SOTA Models
4.2 User's Analysis and Impact on Society
5 Conclusion
References
The Digital Humanities Trend in Chinese Film History: A Case Study of Filmmaker Lvban
1 Introduction
2 The Concentration and Lack of CiteSpace Methods
3 Research Expansion of Video Annotation and Word Cloud Methods
4 Conclusion
References
A Tool for Creation of Virtual Exhibits Presented as IIIF Collections by Intelligent Agents
1 Introduction
2 Related Work
3 The IIIF Standard
4 Cleopatra Project
5 IIIF Manifest Generator
6 Conclusions
References
Recommender Systems in the Museum Sector: An Overview
1 Introduction
2 Typologies of Museum Recommendation Systems
2.1 Collaborative Filtering Models
2.2 Content-Based Recommender Systems
2.3 Knowledge-Based Recommender Systems
2.4 Context-Based Recommender Systems
2.5 Hybrid Recommender Systems
3 Conclusions
References
Towards the Enrichment of IIIF Framework with Semantically Annotated and Geo-Located images
1 Introduction
2 State of Art
3 The Case Study
4 IIIF Semantic Annotation
4.1 Geo-Localization in an IIIF Manifest
5 Conclusion
References
Comparison of ML Solutions for HRIR Individualization Design in Binaural Audio
1 Introduction
2 Scenario and Problem Definition
3 Problem Approaches
3.1 Training and Testing Datasets
3.2 Error Metrics
4 Results
5 Conclusions and Future Works
References
Performance Analysis of a BESU Permissioned Blockchain
1 Introduction
2 The Blockchain Network
3 Tools
3.1 Hyperledger Caliper
4 Tests
5 Results
5.1 Caliper Results
5.2 Custom Tool Results
6 Conclusions
References
AI-Powered Drone to Address Smart City Security Issues
1 Introduction
2 Background
3 Use Cases
4 Materials and Method
5 Findings and Discussions
6 Conclusion
References
Range Proofs with Constant Size and Trustless Setup
1 Introduction
2 Preliminaries
3 Two-Step Reduction Inner-Product-Argument
4 Related Work
5 Implementation and Evaluation
6 Conclusion and Future Work
References
Sensorless Predictive Maintenance: An Example on a `Not 4.0' Coffee Machine Production Process
1 Introduction
2 Our Approach
3 Meeting the Data-Set
3.1 Multidimensional Model
3.2 Data Cleaning
4 Graph Extraction
4.1 Components Failed Within the Same Machine
4.2 Failure Types Within the Same Model
5 Results
5.1 Components Failed Within the Same Machine
5.2 Failure Types Within the Same Mode
6 Discussion and Conclusions
References
Attendance System via Internet of Things, Blockchain and Artificial Intelligence Technology: Literature Review
1 Introduction
2 Research Methodology
2.1 Digital Libraries & Respositories Used in the Research Survey
2.2 Attendance System Without Internet of Things (IoT) Application
2.3 Attendance System with Internet of Thing (IoT) Application
2.4 Attendance System with Blockchain Application
2.5 Attendance System with Artificail Intelligence Application
3 Conclusion
References
An Overview and Current Status of Blockchains Performance
1 Introduction
2 Overview and Comparison of Blockchains Performance
3 Conclusion
References
AgriBIoT: A Blockchain-Based IoT Architecture for Crop Insurance
1 Introduction
2 Blockchain to the Farmer's Rescue
3 AgriBiot Architecture
3.1 Perception Layer
3.2 Gateway
3.3 Dapp
3.4 Blockchain Layer
4 IoT Devices Registration and Authentification
5 Recording IoT Devices Data Inside Blockchain
6 AgriBiot Implementation
7 Conclusion
References
Distribution of the Training Data Over the Shortest Path Between the Servers
1 Introduction
2 Related Work
2.1 Incremental Learning
3 Experiments
4 Evaluation Results
5 Conclusions and Future Work
References
A Decentralized Architecture for Electric Vehicle Charging Platform
1 Introduction
2 Background
3 Related Work
4 Platform Architecture for Charging Electric Vehicles
5 Discussion
6 Conclusion and Future Work
References
Services and Operations of Electric Vehicle System by Virtual Power Plant in Rural Area
1 Introduction
2 Related Works
3 General Topology of Power System with VPP
4 VPP System for Rural Area
5 Electric Vehicle Service System by VPP
6 Conclusions
References
A Triangulation Based Water Level Measuring System for a Water Reservoir Tank
1 Introduction
2 Proposed Method
3 Evaluation Results
3.1 Experimental Environment
3.2 Experimental Results
4 Conclusions
References
A System Architecture for Heterogeneous Time- Sensitive Networking Based on SDN
1 Introduction
2 Related Work
2.1 Wired TSN
2.2 Wireless TSN
3 Architecture Design
3.1 Overall Architecture
3.2 End-Terminal Plane
3.3 Data-Plane
3.4 Control-Plane
3.5 Application Plane
4 Proof of Concept and Test Cases
5 Conclusion
References
A Parking System Based on Priority Scheme
1 Introduction
2 Related Works
3 Fifteen Puzzle Isomorphism
4 Parking Model
5 Chequered Parking Algorithm
5.1 Running Example
6 Evaluation
6.1 Buffer Size Evaluation
6.2 Comparison with Existing Algorithms
7 Conclusions
References
DTAG: A Dynamic Threshold-Based Anti-packet Generation Method for Vehicular DTN
1 Introduction
2 Overview of Epidemic and SpW Protocols
3 Dynamic Threshold-based Anti-packet Generation Method
4 Evaluation of DTAG Method
4.1 Simulation Environment
4.2 Evaluation Results
5 Conclusions
References
Optimal and Suboptimal Routing Protocols for WSN
1 Introduction
2 System Model
3 One Hop Routing
4 Optimal Routing
5 Suboptimal Routing
6 Theoretical and Simulation Results
7 Conclusion and Perspectives
References
CL-DECCM-SA: A Cluster-based Delaunay Edge and Simulated Annealing Approach for Optimization of Mesh Routers Placement in WMNs
1 Introduction
2 Mesh Router Placement Problem
3 Proposed Clustering-DECCM-SA Approach
4 Simulation Results
4.1 Simulation Settings
4.2 Simulation Results
5 Conclusions
References
An Analytical Queuing Model Based on SDN for IoT Traffic in 5G
1 Introduction
2 Revolutionised 5G Architecture that Supports IoT Communication
2.1 5G New Radio
3 SDN and NFV for IoT Based Applications in 5G
4 Problem Statement
5 Proposed Model for Handling Massive Traffic Between 5G and SDN Architecture
5.1 Queuing Model Representation
5.2 Packet Arrival from 5G
5.3 Packet Service Process and Departure from 5G to SDN Architecture
5.4 Buffer Capacity
6 Implementation in SDN and NFV Environment
7 Summary and Conclusion
References
An Expert Survey for the Evaluation of 5G Adoption in Bangladesh
1 Introduction
2 Benefits of 5G Network: Bangladesh Perspective
3 Related Work
4 Salient Features of 5G
5 Overall 5G Architecture
6 Methodology
7 Survey Questions
8 Results
9 Discussion and Future Work
References
Optical Advanced Hybrid Phase Shift Approach for RF Beamforming and 5G Wideband Radar
1 Introduction
2 Concepts of Beamforming
2.1 Equations of Time-Delay Beamsteering
2.2 Electronic Versus-Optical Phase Shifter
2.3 Phase Shift versus. True-Time Delay
3 Simulated Results
3.1 Expression for the Array Factor of an Array Steered with Phase Shifters and TTD
3.2 Expression of Important Parameters
4 A Comparison Between RF and Photonic Phase Shifter
5 Proposed Solutions
6 Conclusion
References
Quo Vadis, Web Authentication? - An Empirical Analysis of Login Methods on the Internet
1 Introduction
2 Related Work
3 Data Collection and Processing
3.1 Data Set Selection
3.2 Crawler Setup
3.3 Data Processing
3.4 Frequency and Time Period
4 Web Authentication Distribution on the Web
5 Discussion
6 Conclusion
References
Device Tracking Threats in 5G Network
1 Introduction
2 Literature Overview
3 Techniques for Locating Devices
4 Experimental Work
4.1 Obtain GNSS Data from Devices
4.2 Collect Cell-Towers Using Smartphones
4.3 Locating Device Using MmWave (High-Band)
5 Conclusion
References
Trusted and only Trusted. That is the Access!
1 Introduction
2 Background
2.1 Policy Enforcement Point (PEP) Proxy
2.2 Trusted Execution Environment and Intel SGX
2.3 Coloured Petri Nets
3 Trusted PEP Proxy
3.1 Application Scenario
3.2 Threat Model
3.3 Design Principles
3.4 Trusted PEP Proxy (TRUPP)
4 Formal Model and Analysis
5 Related Work
6 Conclusion
References
A Survey of Intrusion Detection-Based Trust Management Approaches in IoT Networks
1 Introduction
2 Trust in IoT
2.1 Trust Models in IoT
3 Intrusion Detection Systems
3.1 Relevant IDS Approaches in IoT
4 Trust Based IDS Approaches
4.1 Generic Approach to Select Trust-based IDS
5 Conclusion
References
Context-Aware Security in the Internet of Things: A Review
1 Introduction
2 Context-Aware Security
3 Taxonomy of Context-Aware Security in IoT
3.1 Context Modeling
3.2 Key Architectural Components
3.3 Applicability
4 Key Requirements of Context-Aware Security in IoT
5 Projects Considering Context-Aware Security in IoT
6 Summary of Context-Aware Security Solutions
7 Conclusion
References
Cybersecurity Attacks and Vulnerabilities During COVID-19
1 Introduction
2 Background
3 Research Method
4 Taxonomy
5 Related Work
6 Setup/Pre-condition/Assumption
7 Search and Found
8 Analysis and Evaluation
9 Mitigation
10 Conclusion and Future Work
References
Identifying Fake News in the Russian-Ukrainian Conflict Using Machine Learning
1 Introduction
2 Related Work
3 Methodology
3.1 Dataset
3.2 Dataset Preprocessing
3.3 Learning Algorithms and Data Representation
4 Results and Discussion
5 Conclusion and Future Work
References
Challenges of Managing an IoT-Based Biophilic Services in Green Cities
1 Background and Scope of Study
2 Green Services
3 Operationalization of Green Services
4 Green Services and Information Technology
5 Biophilic Service-Oriented Architecture (SOA)
6 Functional and Non-functional Requirements of Biophilic SOA
References
Control and Diagnosis of Brain Tumors Using Deep Neural Networks
1 Introduction
2 Model of System
3 Results
3.1 Confusion Matrix
3.2 Accuracy and Loss
3.3 Accuracy
3.4 Recall
3.5 Precision
3.6 F1-Score
4 Conclusion
References
Co-evolution Genetic Algorithm Approximation Technique for ROM-Less Digital Synthesizers
1 Introduction
2 Polynomial Approximation Technique
3 Genetic Algorithm
3.1 Simple Genetic Algorithm
3.2 Co-evolution Genetic Algorithm
4 Hyper-Folding Technique
5 Pipelining
6 FPGA Implementation
7 Conclusion
References
Application of Generalized Deduplication Techniques in Edge Computing Environments
1 Introduction
2 Preliminaries
2.1 Related Work
2.2 Basic Concept of the Generalized Deduplication
3 Proposed Method
3.1 Multi-access Edge Computing
3.2 Proposed Method
3.3 Comparison
3.4 Consideration
4 Conclusion
References
On the Realization of Cloud-RAN on Mobile Edge Computing
1 Introduction
2 The Cloud-RAN Architecture
3 Running the Cloud-RAN on MEC
4 Sharing Computing Resources with the Cloud-RAN
4.1 Sharing Computing Resources with RT Applications in MEC Servers Managed by the Linux RT-Kernel
5 Conclusions
References
TEATOM: A True Zero Touch Intent Based Multi-cloud Framework
1 Introduction and Motivation
2 TEATOM Architecture and Building Blocks
2.1 Cloud Infra and Service Automation
2.2 Network Operations Automation
2.3 Ecosystem
2.4 TEATOM - Process View
3 TEATOM and the Enterprise and Telco Cloud Use Case
3.1 Continuous Certification and Delivery Workflow
3.2 Vendor Onboarding
3.3 Environment Management
3.4 Continuous Deployment Workflow
3.5 Multi Cloud Deployments
3.6 Test Bed Details and Results
4 Conclusion and Future Work
References
Utility Function Creator for Cloud Application Optimization
1 Introduction
2 Cloud Application Optimization
3 Utility Function Modelling in CAMEL
4 Predefined Utility Functions
4.1 Expected Response Time
4.2 Finish Simulation on Time
4.3 Locality Utility
4.4 CPU Usage
4.5 Core Cost Utility
4.6 Cost Per User
4.7 Utility Function Templates
5 Utility Function Creator
6 Conclusion and Future Work
References
A Review of Monitoring Probes for Cloud Computing Continuum
1 Introduction
2 Monitoring Probes for Cloud Computing Continuum
2.1 Overview of Prominent Monitoring Tools
2.2 Monitoring Tools Comparison
3 Discussion
4 Conclusions
References
Multi Languages Pattern Matching-Based Scraping of News and Articles Websites
1 Introduction
2 Literature Review
3 Methods
4 Implementation
5 Results and Discussion
6 Conclusions
References
Decoding COVID-19 Vaccine Hesitancy Using Multiple Regression Analysis with Socioeconomic Values
1 Introduction
2 Related Works
3 Datasets on Vaccination, Education, Income, and Age Group
4 Data Visualization
5 Multiple Regression Modeling
6 Conclusions and Future Work
References
Video Indexing for Live Nature Camera on Digital Earth
1 Introduction
2 Rerated Work
3 Proposed Method
3.1 Overview
3.2 Feature Vector Extraction
3.3 Image Similarity
3.4 Similarity-Based Indexing
4 Application Scenarios
4.1 Device Setup
4.2 Scene Search of Nature Video on Digital Earth
5 Conclusion
References
Sports Data Mining for Cricket Match Prediction
1 Introduction
2 Background and Related Works
3 Our Sports Data Mining Method
3.1 Team Rankings
3.2 Head-to-Head Matches
3.3 Venue Evaluation
3.4 Toss Evaluation
4 Evaluation
4.1 Sports Data Mining on Historical Cricket Data
4.2 Prediction on Future Cricket Match Results
5 Conclusions
References
Author Index

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