Advances on P2P, Parallel, Grid, Cloud and Internet Computing

Name: Advances on P2P, Parallel, Grid, Cloud and Internet Computing | Proceedings of the 12th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2017)
Brand: Springer
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Proceedings of the 12th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2017)

Fatos Xhafa Santi Caballé Leonard Barolli(Editor)

Springer (Publisher)

Published on 2. November 2017

L, 855 pages

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978-3-319-69835-9 (ISBN)

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This book presents the latest, innovative research findings on P2P, Parallel, Grid, Cloud, and Internet Computing. It gathers the Proceedings of the 12th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, held on November 8-10, 2017 in Barcelona, Spain. These computing technologies have rapidly established themselves as breakthrough paradigms for solving complex problems by enabling the aggregation and sharing of an increasing variety of distributed computational resources at large scale.

Grid Computing originated as a paradigm for high-performance computing, offering an alternative to expensive supercomputers through different forms of large-scale distributed computing, while P2P Computing emerged as a new paradigm after client-server and web-based computing and has shown to be useful in the development of social networking, B2B (Business to Business), B2C (Business to Consumer), B2G (Business to Government), B2E (Business to Employee), and so on. Cloud Computing has been defined as a "computing paradigm where the boundaries of computing are determined by economic rationale rather than technical limits". Cloud computing has quickly been adopted in a broad range of application domains and provides utility computing at large scale. Lastly, Internet Computing is the basis of any large-scale distributed computing paradigm; it has very rapidly developed into a flourishing field with an enormous impact on today's information societies, serving as a universal platform comprising a large variety of computing forms such as Grid, P2P, Cloud and Mobile computing.

The aim of the book " Advances on P2P, Parallel, Grid, Cloud and Internet Computing " is to provide the latest findings, methods and development techniques from both theoretical and practical perspectives, and to reveal synergies between these large-scale computing paradigms.

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Content

Intro
Welcome Message from 3PGCIC-2017 Organizing Committee
Welcome Message from 3PGCIC-2017 Workshops Chairs
3PGCIC-2017 Organizing Committee
Honorary Chairs
General Co-chairs
Program Committee Co-chairs
Workshop Co-chairs
Web Administrator Chairs
Local Organizing Co-chairs
Steering Committee Co-chairs
Track Areas
1. Data Intensive Computing, Data Mining, Semantic Web and Information Retrieval
Chairs
PC Members
2. Data Storage in Distributed Computation and Cloud Systems
Chairs
PC Members
3. Secure Technology for Distributed Computation and Sensor Networks
Chairs
PC Members
4. High Performance and Scalable Computing
Chairs
PC Members
5. Distributed Algorithms and Models for P2P, Grid, Cloud and Internet Computing
Chairs
PC Members
6. Bio-inspired Computing and Pattern Recognition
Chairs
PC Members
7. Cognitive Systems
Chairs
Sec29
8. Adaptive Web-Based, Distributed and Ubiquitous eLearning Systems
Chairs
PC Members
9. Knowledge-Based Stream Processing and Analytics
Chairs
PC Members
10. IoT Computing Systems
Chairs
PC Members
3PGCIC-2017 Reviewers
Welcome Message from SMECS-2017 Workshop Organizer
SMECS-2017 Program Committee
Workshop Organizer
PC Chair
PC Members
Welcome Message from MDMS-2017 Workshop Organizers
SMDMS-2017 Program Committee
Workshop Chair
International Liaison Chair
Program Committee Members
Welcome Message from MWVRTA-2017 Workshop Organizers
MWRTA-2017 Program Committee
Workshop Co-chairs
Program Committee Members
Welcome Message from ALICE-2017 Workshop Organizers
ALICE-2017 Program Committee
Workshop Organizers
PC Members
Welcome Message from CADSA-2017 Workshop Organizer
CADSA-2017 Program Committee
Workshop Chair
Program Committee Members
Welcome Message from DEM-2017 Workshop Organizers
DEM-2017 Program Committee
Workshop Chair
Program Committee Members
Welcome Message from SiPML-2017 Workshop Organizers
SiPML-2017 Program Committee
Workshop Chairs
Program Committee
3PGCIC-2017 Keynote Talks
InterCloud and HetNet for Mobile Cloud Computing in 5G Systems: Design Issues, Challenges, and Optimization
Advancements in Internet of Things (IoT)
Design Challenges and Importance of Fog Computing over Cloud Computing
Intelligent Virtual Agents for Education and Training
Contents
The 12th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2017)
Home Energy Management by Differential Evolution and Enhanced Differential Evolution in Smart Grid Environment
1 Introduction
2 Related Work
3 Problem Statement
4 System Model
4.1 Optimization Techniques
5 Simulations and Discussions
6 Conclusion and Future Work
References
Demand Side Optimization in Smart Grid Using Harmony Search Algorithm and Social Spider Algorithm
1 Introduction
2 Related Work
3 Problem Statement
4 Proposed Scheme
4.1 Classification
4.2 Pricing Scheme
4.3 Techniques
5 Simulations and Results
6 Conclusion
References
Home Energy Management Using Social Spider and Bacterial Foraging Algorithm
1 Introduction
2 Related Work
3 Problem Statement
4 System Model
4.1 Harmony Search Algorithm
4.2 Firefly Algorithm
5 Simulations and Discussions
6 Conclusion
References
Optimization of Home Energy Management System Through Application of Tabu Search
1 Introduction
2 Related Work
3 Proposed System
3.1 HSA
3.2 TS
3.3 Electricity Consumption Pattern
3.4 Proposed System
4 Performance Evaluation and Analysis
5 Conclusion and Future Work
References
Load Scheduling in Home Energy Management System Using Meta-Heuristic Techniques and Critical Peak Pricing Tariff
1 Introduction
2 Related Work
3 Proposed System Model
3.1 System Description
3.2 Energy Consumption Model
3.3 Classification of Appliances
3.4 Pricing Scheme Model
3.5 Problem Formulation
3.6 HSA
3.7 FPA
4 Simulations and Results
5 Conclusion
References
Energy Efficiency Using Genetic and Crow Search Algorithms in Smart Grid
1 Introduction
2 Related Work
3 Problem Statement
4 Proposed Scheme
4.1 Categorization of Appliances
4.2 Techniques
4.3 Pricing Scheme
5 Results and Simulations
6 Conclusion and Future Work
References
Residential Demand Side Management in Smart Grid Using Meta-Heuristic Techniques
1 Introduction
2 Related Work
2.1 Hybrid Techniques
2.2 Dynamic Programming Techniques
2.3 Evolutionary Techniques
2.4 Linear and Fractional Programming Techniques
2.5 Other Techniques
3 Proposed System Model
4 Proposed Methodology
4.1 Genetic Algorithm
4.2 Crow Search Algorithm
5 Results and Discussion
6 Conclusion and Future Work
References
A Machine Learning Approach for Ranking in Question Answering
1 Introduction
2 Related Work
3 General Approach
3.1 Random Forest
3.2 Multi-Layer Perceptron (MLP)
3.3 Support Vector Machine
3.4 Logistic Regression
3.5 Experimental Results
4 Conclusions
References
Detecting Malware Based on Opcode N-Gram and Machine Learning
Abstract
1 Introduction
2 Related Work
3 System Architecture
4 Opcode N-Gram Extraction and Feature Selection
4.1 Representing Executables Using Opcode
4.2 Feature Selection
5 SVM Classifier for Malware Prediction
6 Evaluation
6.1 Research Questions
6.2 Evaluation Measures
7 Experimental Result and Analysis
7.1 Opcode N-Gram Size
7.2 Feature Selection
7.3 Malicious Files Percentage
8 Conclusion and Future Work
Acknowledgments
References
Performance Evaluation of WMNs by WMN-PSOSA Simulation System Considering Constriction and Linearly Decreasing Vmax Methods
1 Introduction
2 Node Placement Problem in WMNs
3 Proposed and Implemented Simulation System
3.1 PSO Algorithm
3.2 Simulated Annealing
4 Simulation Results
5 Conclusions
References
Characterizing User Influence Within Twitter
1 Introduction
2 Related Work
3 Our Proposed Approach
4 Performance Evaluation
5 Conclusion and Future Work
References
Routing in a DTN: Performance Evaluation for Random Waypoint and Steady State Random Waypoint Using NS3 Simulator
1 Introduction
2 DTNs and Routing Protocols
2.1 DTN Overview
2.2 Routing Protocols
3 Simulation System Design
3.1 NS3
3.2 Simulated Scenarios
4 Simulation Results
5 Conclusions
References
Optimal Residential Load Scheduling Under Utility and Rooftop Photovoltaic Units
1 Introduction
2 Related Work and Motivation
3 System Model
4 Simulation Results and Discussion
4.1 Energy Consumption Behavior of Appliances
4.2 Electricity Cost per Timeslot Analysis
4.3 PAR Analysis
4.4 Total Cost Analysis
5 Conclusion
References
A Hybrid Genetic Based on Harmony Search Method to Schedule Electric Tasks in Smart Home
1 Introduction
2 Related Work
3 Proposed System Model
4 Proposed Scheduling Algorithm
4.1 Genetic Algorithm
4.2 Harmony Search Algorithm
4.3 A Hybrid Genetic Based on Harmony Search
5 Simulations and Discussions
6 Conclusion
References
An Efficient Home Energy Management Scheme Using Cuckoo Search
1 Introduction
2 Related Work
3 System Model
3.1 Assortment of Load
4 Proposed Schemes
4.1 GA
4.2 Cuckoo Search
5 Simulations and Discussions
6 Conclusion
References
Phonetics-Based Parallel Privacy Preserving Record Linkage
1 Introduction
2 Related Work
3 Problem Formulation and Background
3.1 Problem Formulation
3.2 Phonetic Algorithms for Matching
3.3 Apache Spark
4 A Parallel Privacy Preserving Phonetics Matching Protocol
4.1 Protocol Operation
4.2 Privacy Discussion
5 Empirical Evaluation
5.1 Experimental Setup
5.2 Experimental Results
6 Conclusions and Future Work
References
Improved Ant Colony RBF Spatial Interpolation of Ore Body Visualization Software Development
Abstract
1 Introduction
2 Methodology
2.1 RBF
2.2 Improved Ant Colony Radial Basis Model
3 Empirical Results
4 Conclusions
Acknowledgement
References
RBF Model Based on the KECDBN
Abstract
1 Introduction
2 CDBN and KECDBN
2.1 CDBN
2.2 KECDBN
2.3 The Radial Basis Function Neural Network
3 The Empirical Study
3.1 The Determination of the Structure of KECDBN
3.2 The Empirical Results
4 Conclusions
Acknowledgement
References
Design of a S-box for SMS4 Based on Threshold Implementation
Abstract
1 Introduction
2 Preliminaries
2.1 SMS4 Block Cipher
2.2 DPA
3 Threshold Implementation of the SMS4 S-Box
3.1 TI Resists DPA Attack Principle
3.2 Implementation Scheme of S-Box SM4
4 Conclusion
References
The Prediction Model of Online Social Networks' Evolution Based on the Similarity of Community
Abstract
1 Introduction
2 Related Knowledge
2.1 Overlapping Community
2.2 Dynamic Network
2.3 Community Similarity
2.4 WS Small-World Network
3 Model Building
3.1 Formation
3.2 Dissolve
3.3 Merging
3.4 Splitting
4 Experimental Results and Analysis
4.1 Experiments Settings
4.2 The Comparison of the Number of Events
5 Conclusion
References
A Game Model of APT Attack for Distributed Network
Abstract
1 Introduction
2 Related Work
3 Model Initialization
3.1 The Attack Step of APT
3.2 Characteristic of Distributed Network
3.3 Building the Network Defense Framework
4 Establishing the Game Model
4.1 Model Definition
4.2 Network Attack-Defense Game
5 Application of the Model
6 Conclusion
References
Quality CloudCrowd: A Crowdsourcing Platform for QoS Assessment of SaaS Services
1 Introduction
2 Related Work
3 QCC Framework
4 Prototype Implementation
5 Conclusion
References
Host Based Intrusion Detection and Prevention Model Against DDoS Attack in Cloud Computing
Abstract
1 Introduction
2 Literature Review
3 Methodology
4 Conclusion
References
A Policy Based Framework for Software Defined Optical Networks
Abstract
1 Introduction
1.1 Related Work
2 Policy Based Management for SDN
2.1 Policy Based Management
3 The Proposed Policy Based Monitoring Framework
3.1 SDN Framework with MIB
3.2 The Policy Architecture
4 Use Cases and Experiment Results
4.1 Experiment Setup
4.2 Configuration Details and Results for SDN Using MIB
4.3 The Use Case Scenario
5 Conclusion and Future Work
Acknowledgments
References
Application of Genetic Algorithm and Simulated Annealing to Ensemble Classifier Training on Data Streams
1 Introduction
2 Ensemble Classifier Model
3 Training Algorithms
3.1 Simulated Annealing
3.2 Genetic Algorithm
4 Evaluation
4.1 Experimental Set Up
4.2 Results
5 Conclusion
References
Security and Understanding Techniques for Visual CAPTCHA Interpretation
Abstract
1 Introduction
2 Recognition Process in CAPTCHA Analysis
3 Examples of CAPTCHAS
4 Example of New Visual CAPTCHA
5 Conclusion
Acknowledgments
References
Convergence Analysis of PSO for Hyper-Parameter Selection in Deep Neural Networks
1 Introduction
1.1 Contribution
1.2 Paper Structure
2 Related Literature
3 PSO for Hyper-Parameter Selection in DNNs
4 Convergence Analysis of PSO
5 Experiments
5.1 Analysis and Discussion
6 Conclusions
References
Embedding Strategies in Multi-secret Steganography
Abstract
1 Introduction
2 Multi-secret Steganography
3 Multiply Secrets Embedding Strategies
4 Conclusions
Acknowledgments
References
Query Expansion Based on WordNet and Word2vec for Italian Question Answering Systems
Abstract
1 Introduction
2 Related Work
3 The Proposed Hybrid QE Approach
4 Experimental Evaluation
5 Conclusion
References
Tuning SyntaxNet for POS Tagging Italian Sentences
Abstract
1 Introduction
2 Background and Related Work
3 Forward Selection for Assessing Performance of SyntaxNet Model
4 Improvement of SyntaxNet Model for Tagging Enclitics
5 Conclusions and Future Works
References
ECT: A Novel Architecture for Evidence Collection in Forensic Investigation
1 Introduction
2 Digital Investigations and Digital Evidences
3 Methodology
4 System Architecture
5 Related Work
6 Conclusions and Future Work
References
Modeling Instability for Large Scale Processing Tasks Within HEP Distributed Computing Environments
1 Introduction
2 ALICE Software Workflow
3 Event State Modeling
4 Results
5 Conclusions
References
An Algorithm for Migration and Resource Planning in Cloud Technologies
1 Introduction
1.1 Virtualization
1.2 Resource Virtualizations and Allocations
1.3 Resource Variables
1.4 Effective Migration
1.5 Offline and Live Migration
2 Problem Definition
3 Related Works and Commercial Solutions
3.1 Microsoft Hyper-V and VMware vSphere
3.2 OpenStack
4 Solution Desing
4.1 Components
4.2 Load Evaluation
4.3 Manual Migration Workflow
4.4 Automatic Migration Workflow
5 Conclusions
References
Multi-level Orchestration of Cloud Services in OrCS
1 Introduction
2 OrCS Architecture
3 Orchestration in OrCS
4 A Case Study
5 Conclusions and Future Works
References
Performance Analysis of AIN-PT, AIN-SLT and SIIT Network-Based Translators
Abstract
1 Introduction
2 The AIN-PT, AIN-SLT and SIIT Mechanisms
2.1 The AIN-PT Mechanism
2.2 The AIN-SLT Technique
2.3 Stateless IP/ICMP Translation Mechanism
3 Considerations of Deploying AIN-PT and AIN-SLT Protocols
4 Limitations of AIN-PT and AIN-SLT Protocols
5 Performance Analysis
5.1 End-to-End Delay (EED)
6 Conclusions
References
Hiring Doctors in E-Healthcare with Zero Budget
1 Introduction
2 System Model and Problem Formulation
3 Proposed Mechanisms
3.1 Random Pick-Assign Mechanism (RanPAM)
3.2 Truthful Optimal Allocation Mechanism (TOAM)
4 More General Setting
4.1 TOAM-IComP
5 Experimental Findings
5.1 Simulation Set-Up
5.2 Performance Metrics
5.3 Simulation Directions
5.4 Result Analysis
6 Conclusions and Future Works
References
Metric Based Cloud Infrastructure Monitoring
1 Monitoring Overview
1.1 Metrics
1.2 Events
1.3 Alarms
2 Monitoring Comparison
2.1 Push Versus Pull
3 Monitoring Solution Architecure
3.1 Collectoring Data
3.2 Storing Data
3.3 Visualising Data
4 Advanced Monitoring Features
4.1 Monitoring Correlation
4.2 Monitoring Trends
4.3 Root Cause Analysis
5 Conclusion
References
A Short Review for Ransomware: Pros and Cons
Abstract
1 Introduction
2 Intensive Review of Ransomware
3 Current Security Solution Against Ransomware
4 Conclusion and Future Work
References
The 10th International Workshop on Simulation and Modelling of Engineering and Computational Systems (SMECS-2017)
Power Management in Smart Grid for Residential Consumers
1 Introduction
2 Related Work
3 Problem Statement
4 System Model
4.1 Fish Swarm Optimization
4.2 Genetic Algorithm
5 Simulations
6 Conclusion
References
Demand Side Management in Smart Grid by Using Flower Pollination Algorithm and Genetic Algorithm
1 Introduction
2 Related Work
3 Proposed System Model
3.1 Classification Model
3.2 Energy Consumption Model
3.3 Load Categorization Model
3.4 Price Model
3.5 Heuristic Algorithms
4 Results and Simulations
5 Conclusion
References
Using Meta-Heuristic and Numerical Algorithm Inspired by Evolution Differential Equation and Strawberry Plant for Demand Side Management in Smart Grid
1 Introduction
2 Related Work
2.1 Classification
3 Problem Statement
4 System Model
5 Simulations and Discussions
6 Conclusion
References
Genetic Algorithm and Earthworm Optimization Algorithm for Energy Management in Smart Grid
1 Introduction
2 Related Work
3 Proposed Model
3.1 Optimization Techniques
4 Simulation Results and Discussion
4.1 Cost
4.2 Load
4.3 Peak to Average Ratio
4.4 User Comfort
5 Conclusion
References
Clinical Pathway Pattern Mining: Cleft Lip and Cleft Palate Case Studies
Abstract
1 Introduction
2 Basic Definitions
3 Proposed Approach
4 Experiment
4.1 Comparison Between Closed and Maximal Pattern Mining
4.2 Clinical Pathway Pattern Result Evaluation Score
5 Conclusion and Future Work
Acknowledgement
References
The 8th International Workshop on Streaming Media Delivery and Management Systems (SMDMS-2017)
Design and Implementation of Division-Based Broadcasting Using NS-3
1 Introduction
2 Division-Based Broadcasting System
2.1 Waiting Times in VoD and Broadcasting Systems
3 Related Works
4 NS-3 Network Simulator
4.1 Outline
4.2 Scenario
4.3 Example of Making Scenario
5 Evaluation
5.1 Evaluation Environment
5.2 Waiting Time
6 Conclusion
References
A Rare Piece Diffusion Method Using Rateless Coding on BitTorrent-Like Distribution System
1 Introduction
2 Related Work
3 Rarest Piece Diffusion with Multi-piece Rateless Coding
3.1 Encoding Policy
3.2 Example of Proposed Piece Diffusion
3.3 Selection of Encoding Candidate Based on Piece Rarity
3.4 Piece Encoding Considering Rarity
3.5 Avoidance of Duplicate Reception of Encoded Blocks
4 Performance Evaluation
4.1 Simulation Environment
4.2 Simulation Results
5 Conclusion
References
Models for Stream Data Distribution with Progressive Quality Improvement
1 Introduction
2 Related Work
3 Proposed Models
3.1 System Architecture
3.2 Progressive Quality Improvement
3.3 Data Set Reception Models
3.4 Data Transmission Model and Methods
4 Performance Evaluation
4.1 Evaluation Environment
4.2 Evaluation Results
5 Conclusion
References
A Skip Graph-Based Collection System for Sensor Data Streams Considering Phase Differences
1 Introduction
2 Problems Addressed
2.1 Assumed Environment
2.2 Input Setting
2.3 Objective Function
2.4 Definition of a Load
3 Skip Graph-Based Collection System Considering Phase Differences
3.1 Skip Graphs
3.2 Phase Differences
4 Evaluation
4.1 Simulation Environments
4.2 Simulation Results
5 Conclusion
References
The 7th International Workshop on Multimedia, Web and Virtual Reality Technologies (MWVRTA-2017)
Proposal of an Open Data Visualization System for Disaster Prevention and Disaster Reduction
Abstract
1 Introduction
2 Purpose of Research
3 System Configuration
4 System Architecture
5 Prototype System
5.1 Designated Shelter Information Screen at Normal Times
5.2 Population Density Map Screen at Normal Times
5.3 Lifeline Information (Water) Screen at Emergencies
5.4 Temporary Shelter Information Screen at Emergencies
6 Conclusion
Acknowledgments
References
A Conceptual Framework for Developing an Information Retrieval for Healthcare Services
Abstract
1 Introduction
2 IRHS Framework
3 Document Indexing
3.1 Word Segmentation
3.2 Stemming
3.3 Stop-Word Removal
4 Query Formulation and Query Reformulation
5 Matching
6 Result Filtering
7 Conclusions and Future Work
Acknowledgments
References
Adaptive Array Antenna Systems with Machine Learning Based Image Recognitions for Vehicular Delay To ...
Abstract
1 Introduction
2 Related Works
3 The Proposed Methods
4 Implementations and Experiments
5 The Conclusion and Future Study
References
Evaluation of Multimedia Contents for Supporting Different Types of Self-learning
Abstract
1 Introduction
2 Educational Multimedia Contents
3 Construction Flow for Educational Multimedia Contents
4 Implementation
5 Preliminary Evaluation
6 Conclusions
References
The 7th International Workshop on Adaptive Learning via Interactive, Cognitive and Emotional Approaches (ALICE-2017)
Application of Fuzzy Ordinal Peer Assessment in Formative Evaluation
Abstract
1 Introduction
2 Related Work
3 The Defined Model
3.1 Ordinal Peer Assessment
3.2 Fuzzy Ordinal Peer Assessment (FOPA)
4 Experiment and Evaluation
4.1 Experimental Setting
4.2 Data Collection
4.3 Evaluating Peer Assessment Models
4.4 Additional Experiments
5 Final Remarks
References
How RU? Finding Out When to Help Students
Abstract
1 Introduction
2 Literature Review
2.1 Human-Computer Educational Support
2.2 Human-Computer Emotional Support
3 Methodology
4 Discussion
5 Conclusion, Limitations and Future Work
References
Principles for an Effort-Aware System
Abstract
1 Introduction
2 Effort-Based Timestamping
2.1 Real-Time Monitoring
2.2 Deferred Monitoring
2.3 Learner-Aware Model
2.4 Pitfalls of the Model
3 Effort-Aware System
4 Study Case: Effort-Aware Intelligent Tutoring System
5 Findings
6 Conclusions and Future Work
Acknowledgments
References
Applications of Distributed and High Performance Computing to Enhance Online Education
Abstract
1 Introduction
2 Background
2.1 Engaging eLearning Strategies
2.2 Distributed Computing for eLearning
3 Research Methodology
3.1 Real-Time User Modelling in a Virtual Campus (Cluster Computing)
3.1.1 Motivation
3.1.2 Approach
3.1.3 Results
3.2 Security in Online Learning Based on Trustworthiness
3.2.1 Motivation
3.2.2 Approach
3.2.3 Results
4 Conclusions and Future Work
Acknowledgements
References
Student Engagement Value (SEV): Adapting Customer Lifetime Value (CLV) for a Learning Environment
Abstract
1 Introduction
2 Customer Lifetime Value (CLV) and Associated Factors
3 Defining Factors for Student Engagement Value (SEV)
4 Data for Student Engagement Value
5 Calculating the SEV
6 Conclusions
Acknowledgment
References
Learning Resources Based on Analysis of Digital Newspaper Data
Abstract
1 Introduction
2 The Problem of the Extraction of Information
3 Sentimental Analysis
4 Requirements of the Application
5 Functionality of the Application
6 Conclusions and Future Work
Acknowledgments
References
An Adaptive Learning Approach Using a Full Engagement Educational Framework
Abstract
1 Introduction
2 Related Work
3 Framework Proposal
3.1 Case Study
3.2 The FEEF Concept
3.3 The Components of the FEEF
3.4 The FEEF Expected Results
4 Framework Validation and First Results
5 Conclusions and Future Work
Acknowledgments
References
Design of a Microlevel Student Engagement Data Capture System
Abstract
1 Introduction
2 Measurement of Student Engagement
3 Designing a Microlevel Data Capture of Engagement
3.1 Identifying Components of the Learning Environment
3.2 Defining Engagement Micro-Surveys
3.3 Creating Templates
3.4 Data Capture Module Design
4 Discussion, Limitations and Future Work
5 Conclusions
References
The 5th International Workshop on Cloud and Distributed System Applications (CADSA-2017)
Voting in Distributed Revision Control Systems
1 Introduction
2 Related Work
3 Attacker Model
4 Assumptions
4.1 PKI
4.2 Graph-Based dRCS
5 Vote Counting Properties
6 Vote Counting Algorithms
6.1 Recursive Algorithm
6.2 Other Approaches
7 Implementation
8 Conclusion and Future Work
References
Analysis of Frameworks for Building IaaS Cloud Using by Cloud Computing Providers
Abstract
1 Introduction
1.1 Cloud Computing
1.2 Infrastructure as a Service
2 Problem Definitions
3 Frameworks for Infrastructure as a Service Cloud
4 Windows Azure Pack
5 VMware
6 OpenStack
7 Comparison and Collaboration
8 Conclusion
Acknowledgment
References
Orchestration and Automation of NVF
1 Introduction
2 The Need for NFV
3 Requirements for NFV
4 Test Cases for VNF
4.1 LBaaS Scenario
4.2 FWaaS Scenario
5 Implementing VNF
5.1 Implementing FWaaS
5.2 Management of Fortigate VM
6 Conclusion
References
NoC-Based Thread Synchronization in a Custom Manycore System
1 Introduction
2 Related Work
3 Architecture
4 Implementation
5 Evaluation
6 Conclusions
References
A Methodology for Social Networks Analysis and Mining
1 Introduction
1.1 Text Mining Procedures
2 A Social Network Analysis Methodology
2.1 Text Analysis Tools
2.2 The Methodology
3 Experimental Campaign
3.1 TaLTac Analysis
3.2 GATE Analysis
4 Experimental Results
5 Conclusions
References
DGP Application for Support Traffic Information Systems in Indoor and Outdoor Environments
Abstract
1 Introduction
2 Proposed System
3 Related Works
4 Distances Matrix Symmetrization
5 Study Case
6 Conclusions and Future Work
References
LoDGP: A Framework for Support Traffic Information Systems Based on Logic Paradigm
Abstract
1 Introduction
2 Related Works
3 Framework Configuration
3.1 Clusterization
3.2 Vehicles Classification
3.3 Use of Distance Geometry Problem
3.4 Graph Creation
3.5 Logic Algorithm
4 Conclusions
References
The 4th International Workshop on Distributed Embedded Systems (DEM-2017)
Cost and Energy Efficient Indoor and Outdoor Localization of Rail Cars in a Confined Maintenance Site
1 Introduction
2 Localization Methods and Technology
3 Proposed Solution
4 Test Results
5 Conclusions and Future Work
References
Wireless Surface Electromyography
1 Introduction
2 State of the Art
3 Proof of Concept
4 Data Evaluation
5 Conclusion
References
Context-Aware Optimization of Distributed Resources in Internet of Things Using Key Performance Indicators
1 Introduction
2 State of the Art
3 Proposed Methodology
3.1 IoT Architecture
3.2 Cost Estimation
3.3 Dynamic Reconfiguration
4 Use Case Scenario
5 Conclusions and Future Work
References
Acsim: Towards Hyper-scalable Internet of Things Simulation
1 Introduction
2 Related Work
3 Acsim - Architecture Decisions
3.1 Demonstrator
4 Conclusion and Future Work
References
Automatic Reverse Engineering of CAN Bus Data Using Machine Learning Techniques
1 Introduction
2 Controller Area Network
3 Reverse Engineering
4 Automating the Process
5 Results
6 Conclusion
References
The 3rd Workshop on Signal Processing and Machine Learning (SiPML- 2017)
Estimation Model of Food Texture Considering Sound and Load by Neural Network and Fuzzy Logic
Abstract
1 Introduction
2 Overview of the Proposed System
3 Data Acquisition and Signal Processing
3.1 Data Extraction
3.2 Load Data Processing
3.3 FFT of Sound Data and Conversion to Characteristic Values
4 Experiment for Data Acquisition
4.1 Radish
4.2 Cucumber
4.3 Characteristic Values of Samples
5 Neural Network Model
5.1 Training of Neural Network
6 Fuzzy Inference
7 Conclusion
References
Adaptive Threshold, Wavelet and Hilbert Transform for QRS Detection in Electrocardiogram Signals
Abstract
1 Introduction
2 Materials and Methods
2.1 Pre-processing
2.2 Wavelet Transform
2.3 Hilbert Transform
2.4 Adaptive Threshold
2.5 True QRS Locator
3 Results and Discussion
4 Conclusions
Acknowledgments
References
Prediction of Highly Non-stationary Time Series Using Higher-Order Neural Units
Abstract
1 Introduction
2 Materials and Methods
2.1 Neural Network Predictive Model
2.2 Quadratic Neural Unit
2.3 Sliding Window Technique
2.3.1 Batch Optimization
3 Results and Discussion
4 Conclusions
Acknowledgements
References
Predicting the Short-Term Exchange Rate Between United State Dollar and Czech Koruna Using Hilbert-Huang Transform and Fuzzy Logic
Abstract
1 Introduction
2 Materials and Methods
2.1 Hilbert-Huang Transform
2.2 Fuzzy Logic System Uses a Table Lookup Scheme for Time Series Prediction
2.3 Finding the Embedding Dimension of the Time Series
3 Principles of Our Proposal
4 Experiments
5 Conclusions
Acknowledgments
References
Non Linear Fitting Methods for Machine Learning
1 Introduction
2 Exponential and Polynomial Regression
3 Nonlinear Interpolation
4 Splines Fitting
5 Trigonometric Functions
6 Taylor Series
7 Multivariate Non-linear Functions
8 Multi-layer Artificial Neural Networks
9 Conclusion and Results
References
Stability Analysis of Routing Strategies for the Maximum Lifetime Problem in One-Dimensional Ad-Hoc Wireless Networks
1 Introduction
2 Formulation of the Problem
3 Solution of the Maximum Network Lifetime Problem for LN
4 Solution Stability Under Modification of Node Location
5 Conclusions
References
Analysis of Mastication Sound for Development of Food Texture Inference System
Abstract
1 Introduction
2 Experiment of Mastication by Human
3 FFT Result and Characteristic Value
3.1 Bone Conduction Sound
3.2 Air Conduction Sound
3.3 Summary and Discussion
4 Neural Network Model
4.1 Training and Evaluating Neural Network
5 Conclusion
References
Physical-Parameter Identification of Structures From Seismic Responses via Maximum Likelihood Estimation
Abstract
1 Introduction
2 Methodology
3 Numerical Verification
4 Conclusions
Acknowledgments
References
Author Index

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Advances on P2P, Parallel, Grid, Cloud and Internet Computing

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