Advances in Intelligent Networking and Collaborative Systems

Name: Advances in Intelligent Networking and Collaborative Systems | The 11th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2019)
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The 11th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2019)

Leonard Barolli Hiroaki Nishino Hiroyoshi Miwa(Herausgeber*in)

Springer (Verlag)

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Erschienen am 14. August 2019

L, 599 Seiten

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Intro
Welcome Message from the INCoS-2019 Organizing Committee
Message from the INCoS-2019 Workshops Chairs
INCoS-2019 Organizing Committee
Honorary Co-chairs
General Co-chairs
Programme Co-chairs
Workshops' Co-chairs
International Advisory Committee
International Liaison Co-chairs
Award Co-chairs
Web Administrator Co-chairs
Local Arrangement Co-chairs
Finance Chair
Steering Committee Chair
Track Areas and PC Members
Track 1: Data Mining, Machine Learning and Collective Intelligence
Sec14
Sec15
Track 2: Fuzzy Systems and Knowledge Management
Sec17
Sec18
Track 3: Grid and P2P Distributed Infrastructure for Intelligent Networking and Collaborative Systems
Sec20
Sec21
Track 4: Nature's Inspired Parallel Collaborative Systems
Sec23
Sec24
Track 5: Security, Organization, Management and Autonomic Computing for Intelligent Networking and Collaborative Systems
Sec26
Sec27
Track 6: Software Engineering, Semantics and Ontologies for Intelligent Networking and Collaborative Systems
Sec29
Sec30
Track 7: Wireless and Sensor Systems for Intelligent Networking and Collaborative Systems
Sec32
Sec33
Track 8: Service-Based Systems for Enterprise Activities Planning and Management
Sec35
Sec36
Track 9: Next-Generation Secure Network Protocols and Components
Sec38
Sec39
Track 10: Big Data Analytics for Learning, Networking and Collaborative Systems
Sec41
Sec42
Track 11: Cloud Computing: Services, Storage, Security and Privacy
Sec44
Sec45
Track 12: Intelligent Collaborative Systems for Work and Learning, Virtual Organization and Campuses
Sec47
Sec48
Track 13: Social Networking and Collaborative Systems
Sec50
Sec51
Track 14: Intelligent and Collaborative Systems for E-Health
Sec53
Sec54
Track 15: Mobile Networking and Applications
Sec56
Sec57
INCoS-2019 Reviewers
Welcome Message from WIND-2019 Workshop Organizers
WIND-2019 Organizing Committee
WIND-2019 Workshop Co-chairs
Programme Committee
Welcome Message from FINCoS-2019 Workshop Organizer
FINCoS-2019 Organizing Committee
Workshop Organizer
Programme Committee
Welcome Message from BDS-2019 Workshop Organizers
BDS-2019 Organizing Committee
Workshop Organizers
Programme Committee
Welcome Message from e-Business-2019 International Workshop Organizers
e-Business-2019 Organizing Committee
Workshop Organizers
Programme Committee
Welcome Message from MaLICS-2019 International Workshop Organizer
MaLICS-2019 Organizing Committee
Workshop Organizer
Programme Committee
INCoS-2019 Keynote Talks
3D Graphics Applications for Education and Visualization Yoshihiro Okada Kyushu University, Kyushu, JapanAbstract. In this talk, I will introduce the research activities about 3D graphics applications. We have developed environments for 3D graphics applications for many years. We have proposed a new system for 3D graphics applications called IntelligentBox. I will present the IntelligentBox and several applications especially for education and visualization. There are many education applications
Secure Resilient Edge Cloud Designed Network Tarek Saadawi The City University of New York, City College, New York, USAAbstract. IoT systems have put forth new requirements in all aspects of their existence: a diverse QoS requirements, resiliency of computing and connectivity, and the scalability to support massive number of end devices in a plethora of envisioned applications. The trustworthy IoT/cyber physical system (CPS) networking for smart and connected communities will be realized by dist
Container-Leveraged Service Realization Challenges for Cloud-Native Computing JongWon Kim Gwangju Institute of Science & Technology (GIST), Gwangju, KoreaAbstract. Cloud-native computing, employing container-based microservices architecture, is accelerating its adoption for agile and scalable service deployment over worldwide multi-cloud infrastructure. In order to transparently enable diversified interconnections for container-based cloud-native computing, by leveraging SDN/NFV technology, we n
Contents
The 11th International Conference on Intelligent Networking and Collaborative Systems (INCoS-2019)
A Hierarchical Group of Peers in Publish/Subscribe Systems
1 Introduction
2 System Model
3 A GBLC (Group-Based Linear Time Causally Ordering) Protocol
4 Evaluation
5 Concluding Remarks
References
Performance Analysis of WMNs by WMN-PSOHC-DGA Simulation System Considering Linearly Decreasing Inertia Weight and Linearly Decreasing Vmax Replacement Methods
1 Introduction
2 Node Placement Problem in WMNs
3 Proposed and Implemented Simulation System
3.1 WMN-PSOHC-DGA Hybrid Simulation System
4 Simulation Results
5 Conclusions
References
Development and Evaluation of IoT/M2M Application Using Real Object Oriented Model
Abstract
1 Introduction
2 Related Works
2.1 IoT Application Development Using a Horizontal Type Model
2.2 Automatic Generation of Source Code
3 Development Method Using a Real Object-Oriented Model
3.1 Real Object-Oriented Model
3.2 Automatic Generation and Deployment of Source Code
4 Development Procedure Using Real Object Orientation
4.1 Prototype Application
4.1.1 The Crime Prevention Application
4.1.2 The Physical Condition Management Application
4.2 Development Procedure 1 (Create Application and Container, IP Address Management File)
4.3 Development Procedure 2 (Extraction Process)
4.4 Development Procedure 3 (Combine Process)
4.5 Development Procedure 4 (Compilation and Automatic Deployment)
5 Performance Evaluation
6 Conclusion
References
A Fuzzy-Based Decision System for Sightseeing Spots Considering Noise Level as a New Parameter
1 Introduction
2 Application of Fuzzy Logic for Control
3 Proposed Fuzzy-Based System
4 Simulation Results
5 Conclusions and Future Work
References
A Method for Detecting and Alerting the Presence of a Reverse Running Vehicle
Abstract
1 Introduction
2 Related Work
3 System Implementation
3.1 System Organization
3.2 Road Type Detection
3.3 Calculation of Traveling Direction
3.4 Inter-vehicle Communication Based on Wi-SUN
3.5 Data Transmission Protocol
4 Preliminary Experiment and Improvement
4.1 Preliminary Experiment
4.2 Discussion
5 Conclusions and Future Work
References
A Robot TA System Promoting Students' Active Participation in Lectures
Abstract
1 Introduction
2 Related Work
3 Proposed System
3.1 Humanoid Robot
3.2 Web Application System Implementation
3.3 GUI Design and System Flow
4 Preliminary Experiment
5 Conclusion
References
User-Density Dependent Autonomous Clustering for MANET Based on the Laplace Equation
1 Introduction
2 Cluster Construction Technology Based on the Diffusion Equation
2.1 The Diffusion Equation
2.2 Autonomous Clustering Based on the Diffusion Equation
3 Autonomous Clustering Method Based on the Laplace Equation
3.1 The Laplace Equation
3.2 Autonomous Clustering Based on the Laplace Equation
3.3 Example of Clustering on One-Dimensional Network
4 Characteristic Evaluation of Autonomous Clustering Based on the Laplace Equation
4.1 Cluster Structure and Voronoi Division
4.2 Experiment Environment
4.3 Experimental Evaluations of Cluster Structure
5 Conclusions
References
Data and Subprocess Transmission on the Edge Node of TWTBFC Model
1 Introduction
2 Two-Way Tree-Based Fog Computing (TWTBFC) Model
2.1 TBFC Model
2.2 Fog Nodes
3 Two-Way Transmission of Data
4 Evaluation
5 Concluding Remarks
References
A Wheelchair Management System Using IoT Sensors and Agile-Kanban
1 Introduction
2 IoT and Kanban
2.1 IoT
2.2 Kanban
3 Agile-Kanban System
4 Proposed Wheelchair Management System
5 Conclusions and Future Work
References
A Remote Puppet Control System for Humanoid Communication Robot
Abstract
1 Introduction
2 Related Work
3 System Organization
4 System Implementation
4.1 Controller
4.2 Broadcasting Server
4.3 Communication Robots
5 Preliminary Experiments
6 Conclusions
References
Network Design Method by Link Protection Considering Probability of Simultaneously Links Failure
1 Introduction
2 Related Works
3 Link Protection Ploblem Considering Simultaneously Links Failure
4 Polynomial-Time Heuristic Algorithm for PPPSLF
5 Performance Evaluation
6 Conclusions
References
A Novel Bounded-Error Piecewise Linear Approximation Algorithm for Streaming Sensor Data in Edge Computing
Abstract
1 Introduction
2 Approaches
3 Experiments
3.1 Experimental Setup
3.2 Compression Ratio
4 Conclusions
References
A Message Relaying Method with a Dynamic Timer Considering Non-signal Duration from Neighboring Nodes for Vehicular DTN
1 Introduction
2 Related Work
3 Message Relaying Method Considering Dynamic Timer
3.1 Overview of Dynamic Timer
3.2 Timer Setting
4 Modeling and Simulation Results
4.1 Scenario Setting
4.2 Simulation Results
5 Conclusions
References
A 2-Dimensional Technology and Real-World Interaction View Approach
1 Introduction
2 Background
2.1 Purpose of Research
2.2 Related Work
3 Method
4 Observation
4.1 General Technology Model
4.2 Computer Technology Models
4.3 Knowledge Awareness Model
5 Discussion
5.1 Advantages of the Proposed Method
5.2 Limitations
6 Conclusion
References
Event Management Service System
Abstract
1 Introduction
1.1 Microservice Architecture
1.2 Literature Review
2 Main Principles of Microservices
3 EventWatcher - Admin Panel Microservice
3.1 Overview
3.2 Tests
4 EventWatcher - Reservation Microservice
4.1 Overview
4.2 Tests
5 Conclusions
References
Method for Extracting Positions of Players from Video of Lacrosse Game
1 Introduction
2 Related Works
3 Method for Extracting Position of Players from Video of Lacrosse Game
3.1 Detection of Field
3.2 Detection of Players
3.3 Labeling
4 Performance Evaluation of Proposed Method
4.1 Performance Evaluation of Function of Extracting Region of Field
4.2 Performance Evaluation of Function of Extracting Players
5 Conclusion
References
Digital University Admission Application System with Study Documents Using Smart Contracts on Blockchain
1 Introduction
2 Digital University Admission Application System Using Smart Contracts on Blockchain
2.1 Digital University Admission Application System
2.2 Architecture of System Using Smart Contracts on Blockchain
2.3 Implementation of Prototype of Proposed System
3 Conclusion
References
Algorithm Using Deep Learning for Recognition of Japanese Historical Characters in Photo Image of Historical Book
1 Introduction
2 Related Works
3 Method of Automatic Reprinting of Historical Books from Photo Images
4 Performance Evaluation
4.1 Recognition Rate of One Character
4.2 Recognition Rate of a Page
5 Conclusions
References
Proposing a Blockchain-Based Open Data Platform and Its Decentralized Oracle
1 Introduction
2 Related Works
3 Blockchain-Based Open Data Platform
3.1 About Block Generation Time
3.2 Domains and Proof of Work at Proximity (PoWaP)
3.3 Decentralized Oracle (DO) to Openly Estimate True Information
3.4 Estimation of Users' Reliability and Incentive Design
3.5 Security
3.6 Privacy
4 Summary
References
Visualization of Users Raking in Online Dating Service
1 General Introduction
2 Related Work
3 Methodology of Visualization
4 Dataset
5 Results
6 Discussion over Results and Conclusion
References
Performance Evaluation of V2V and V2R Communication Based on 2-Wavelength Cognitive Wireless Network on Road State Information GIS Platform
Abstract
1 Introduction
2 Related Works
3 V2V and V2R Communication Server System
4 Cognitive Wireless Network
5 Data Transmission Flow in 2-Wavelength Network
6 Prototype and Performance Evaluation
6.1 Prototype System
6.2 Performance Results on V2R Communication
6.3 Performance Results on V2V Communication
7 Discussions
8 Conclusion
Acknowledgments
References
A Machine Learning Approach to Fake News Detection Using Knowledge Verification and Natural Language Processing
Abstract
1 Introduction
2 Defining Fake News
3 Automating Fake News Detection
4 Our Proposed Framework
5 Result Analysis
6 Future Work
7 Conclusion
References
Short-Term Solar Power Forecasting Using SVR on Hybrid PV Power Plant in Indonesia
Abstract
1 Introduction
2 Methodology
2.1 Data Analysis
2.2 Support Vector Regression
2.3 Sliding Window-Based Support Vector Regression
2.4 Evaluation
3 Results and Discussion
4 Conclusion and Future Works
Acknowledgments
References
Optical Axis Estimation Method Using Binocular Free Space Optics
Abstract
1 Introduction
2 Device System
3 Laser Beam Alignment
4 Basic Communication Experiment
5 Conclusion
Acknowledgments
References
Enhancing Security of Cellular IoT with Identity Federation
Abstract
1 Introduction
2 Related Works
3 Identity Federation
3.1 Most Popular Identity Federation Solutions
4 Identity Federation for Cellular IoT
4.1 Current IoT Systems
4.2 Current Cellular IoT Systems
4.3 Federation of Mobile and IoT Identities
4.4 The Proposed Cellular Identity Federation Solution
4.5 The Authentication Process
5 The Cellular Identity Federation Proof-of-Concept
5.1 4G/5G Mobile Network
5.2 IoT Server
5.3 Identity Management Entities
5.4 IoT Devices
6 Conclusions
Acknowledgement
References
Reversible Data Hiding Algorithm in Homomorphic Encrypted Domain Based on EC-EG
1 Introduction
2 Related Knowledges
2.1 Construction of Elliptic Curve ElGamal (EC-EG)
2.2 Rhombus Pattern Based PEE
3 Proposed Algorithm
3.1 Room Reserving
3.2 Image Encryption and Construction of Mirroring Central Ciphertext
3.3 Data Hiding
3.4 Data Extraction
3.5 Image Restoration
4 Simulation Experiment and Theoretical Analysis
5 Conclusion
References
Impact of Automation to Event Management Efficiency
Abstract
1 Introduction
2 Event Management and Intelligent (SMART) Environment
3 Process of Automation and Artificial Intelligence
4 Process of Automation and Artificial Intelligence
5 Case Study - Automation Routines and Economic Impacts
6 Conclusion
References
A New Fair Electronic Contract Signing Protocol
Abstract
1 Introduction
2 ECDSA
3 A New Fair Electronic Contract Signing Protocol
4 Security Analysis
5 Conclusion
Acknowledgement
References
CAPTCHA Recognition Based on Kohonen Maps
Abstract
1 Introduction
2 Kohonen Maps
3 CAPTCHA Recognition
3.1 CAPTCHA Classification
3.2 Process Design
3.3 Image Preprocessing
3.4 Segmentation
3.5 Feature Extraction
3.6 Training
3.7 Recognition
4 Conclusion
References
Effects of Truss Structure of Social Network on Information Diffusion Among Twitter Users
1 Introduction
2 Methodology
3 Results and Discussion
3.1 Comparison of Intra-community and Inter-community Diffusion
3.2 Effect of Strength of Community Structure
4 Conclusion and Future Work
References
The 11th International Workshop on Information Network Design (WIND-2019)
On-Demand Transmission Interval Control Method for Spatio-Temporal Data Retention
1 Introduction
2 Related Work
3 Spatio-Temporal Data Retention System
3.1 Assumptions
3.2 System Objectives and Requirements
3.3 A Data Transmission Control Based on Node Density
3.4 Problems of the Previous Work
4 Proposed Method
4.1 Decision Policy of Data Transmission Interval
4.2 Dynamic Decision of Initial Data Transmission Interval
5 Simulation Evaluation
5.1 Simulation Models
5.2 Simulation Results and Discussions
6 Conclusion
References
SDN-Based Time-Domain Error Correction for In-Network Video QoE Estimation in Wireless Networks
1 Introduction
2 Related Work
3 QoE Calculation Model for Video Streaming Services
3.1 G.1071-Based QoE Calculation
3.2 Theoretical Analysis on QoE Calculation
4 OpenFlow-Based In-Network QoE Estimation
4.1 OpenFlow-Based Packet Loss Rate Measurement
4.2 Parameter Estimation
5 Experimental Evaluation
5.1 Experimental Settings
5.2 Effectiveness in No Packet Loss Environment
5.3 Effectiveness in Packet Loss Environment
6 Conclusion
References
On Retrieval Order of Statistics Information from OpenFlow Switches to Locate Lossy Links by Network Tomographic Refinement
1 Introduction
2 Overview and the Basic Location Scheme
3 Proposed Location Scheme
4 Simulation Evaluation
5 Concluding Remakes
References
Problem of Determining Weights of Edges for Reducing Diameter
1 Introduction
2 Related Research
3 Problem of Determining Edge Weights to Reduce Diameter
4 Polynomial Time Algorithm for Restricted DWP
5 Conclusions
References
Network Design Method Resistant to Cascade Failure Considering Betweenness Centrality
1 Introduction
2 Related Research
3 Problem of Determining Protected Set Resistant to Cascade Failure Considering Betweenness Centrality
4 Polynomial Time Approximation Algorithm
5 Performance Evaluation
6 Conclusion
References
Real-Time Multi-resource Allocation via a Structured Policy Table
1 Introduction
2 System Model
3 Index Based Policy Table Search
3.1 Apply Limit to W and T
3.2 Total Possible Number of States (ST)
3.3 Policy Tables
3.4 Index Based Search on Policy Tables
4 Evaluation
5 Conclusion
References
Efficient Migration of Large-Memory VMs Using Private Virtual Memory
1 Introduction
2 Migration of Large-Memory VMs
3 VMemDirect
4 Implementation
4.1 Swap File for Private Swap Space
4.2 Direct Memory Transfer
4.3 Paging for Private Virtual Memory
5 Experiments
5.1 Migration Performance
5.2 Performance of Private Virtual Memory
6 Related Work
7 Conclusion
References
Transmission Control Method to Realize Efficient Data Retention in Low Vehicle Density Environments
1 Introduction
2 Related Works
3 STD Retention System
3.1 Assumption
3.2 System Requirements
3.3 Previous Work
3.4 Problems with the Previous Method
4 Proposed Method
5 Simulation
5.1 Simulation Model
5.2 Performance Evaluation
6 Conclusions
References
The 7th International Workshop on Frontiers in Intelligent Networking and Collaborative Systems (FINCoS-2019)
Cloud CRM System for Mobile Virtual Network Operators
Abstract
1 Introduction
2 Literature Review
2.1 Mobile Virtual Network Operators
2.2 Customer Relationship Management in Telecom Industry
3 The Model of the CRM for MVNO
3.1 Deployment
3.2 Components
3.3 Functionalities
4 Conclusion
References
A Basic Framework of Blockchain-Based Decentralized Verifiable Outsourcing
1 Introduction
2 Preliminaries and Background
2.1 Bilinear Group
2.2 Blockchain
2.3 System Model
3 Our Proposed Scheme
3.1 Public Auditing for Shared Data
3.2 Group Management
4 Security Analysis
5 Conclusion
References
An Efficient Mobile Cloud Service Model or Tactical Edge
Abstract
1 Introduction
2 Mobile Cloud Service Model Construction Oriented to the Edge of Military Tactics
2.1 Overall Architecture of MCS Model
2.2 Functional Architecture of MCS Model
3 MCS Model Operation Mechanism
3.1 Mobile Cloud Service Discovery
3.2 Mobile Cloud Service Supply
3.3 Mobile Cloud Service Operation
4 Summarizes
References
Benefits from Engineering Projects Implementation
Abstract
1 Introduction
2 Structure of Engineering Payments
2.1 Simulating the Structure of Engineering Payments
2.2 Testing the Method of Establishing the Structure of Engineering Payments
3 Conclusion
References
The 5th International Workshop on Theory, Algorithms and Applications of Big Data Science (BDS-2019)
GRNN Approach Towards Missing Data Recovery Between IoT Systems
Abstract
1 Introduction
2 GRNN Approach for Missing Data Recovery Task
3 Modeling and Results
3.1 Dataset Descriptions
3.2 Quality Indicators
3.3 GRNN Method Results
3.4 Comparison
3.5 Further Work
4 Conclusion
References
Research and Application of Big Data Correlation Analysis in Education
Abstract
1 Introduction
2 Research Objects and Characteristics
3 The Research Methods
3.1 Sample Distribution
3.2 Research Ideas and Methods
4 Statistical Analysis of Data
4.1 Univariate Analysis
4.2 Bivariate Analysis
References
Towards a Computational Model of Artificial Intuition and Decision Making
1 Introduction
2 Background and Related Work
3 Discussion of the Approaches
4 Description of the Model: The Main Architecture
4.1 Requirements of Artificial Intuition Model
5 Conclusion
References
Twitter Analysis for Business Intelligence
Abstract
1 Introduction
2 Literature Review
3 Methodology
3.1 Text and Social Network Analysis Using Netlytic
4 Statement of Results and Analysis
5 Conclusion
References
The 5th International Workshop on Collaborative e-Business Systems (e-Business-2019)
Bonus Programs for CRM in Retail Business
Abstract
1 Introduction
2 Customer Loyalty Programs Classification
3 Bonus Schemes
4 Conclusions
References
Bus Ticket Reservation System Agile Methods of Projects Management
Abstract
1 Introduction
2 Problems of Current System
3 Objectives and Scope of Work
4 Software Development Model
4.1 Data Flow Diagram
4.2 Use Case Diagram
4.3 User Interface
4.4 Test Cases
5 Conclusion
References
Virtual Teaching in an Engineering Context as Enabler for Internationalization Opportunities
Abstract
1 Virtual Teaching Concepts in Engineering as Enabler for Intensified Internationalization
2 Internationalisation@Home Through Virtual Internationalization Concepts at the University of Applied Sciences Technikum Wien
3 Gender and Diversity at UAS Technikum Wien - How to Substantiate These Concerns in Internationalized Engineering Teaching Formats
3.1 Gender and Diversity Principles in Relation to Internationalization
3.2 Concretization of Virtual Training Concepts with Regard to Internationalization Within ENGINE
4 ENGINE - Project Description and Virtualization Approach
4.1 Project Design
4.2 ENGINE Building Blocks (1) - The Modified Teaching Case Study
4.3 ENGINE Building Blocks (2) - The Virtual Lab Concept
5 Conclusion
Acknowledgments
References
Diagnosing the Administration Systems as a Prerequisite for Enterprises Business Processes Reengineering
Abstract
1 Introduction
2 Diagnosing Administration Systems as a Prerequisite for Enterprises Business Processes Reengineering
3 Testing the Method of Administration Systems Diagnosis
4 Conclusion
References
Product Lifecycle Management Service System
Abstract
1 Introduction
2 Comparison of Existing Solutions
3 Our System
4 Conclusions
References
Building Microservices Architecture for Smart Banking
Abstract
1 Introduction
2 Comparison Microservices with SOA Approach
3 Model Building
4 Conclusion
References
Crowdfunding - An Innovative Corporate Finance Method and Its Decision-Making Steps
Abstract
1 Introduction
2 Theoretical Background
2.1 Estimation of Evaluation Criteria of the Four Main Financial Decisions
2.2 Venture Capital
2.3 Business Angels
2.4 Family and Friends
2.5 Crowdfunding
3 Analysis of General Types of Crowdfunding
3.1 Equity-Based
3.2 Reward-Based
3.3 Lending-Based
3.4 Donation-Based
3.5 Advantages and Limitations of Crowdfunding
4 Analysis of Decision Making Processes in Crowdfunding
4.1 Triadic Interdependencies of Actors
4.2 Decisions from the Viewpoint of the Main Actors
4.2.1 Decision Analysis from the Viewpoint of the Entrepreneur
4.2.2 Decision Analysis from the Viewpoint of the Crowd
4.2.3 Decision Analysis from the Viewpoint of the Intermediary
5 Conclusion
References
The 2nd International Workshop Machine Learning in Intelligent and Collaborative Systems (MaLICS-2019)
Survey on Blockchain-Based Electronic Voting
1 Introduction
2 Development of Electronic Voting
2.1 General Electronic Voting
2.2 Blockchain-Based Electronic Voting
3 Comparative Analysis of Blockchain-Based Electronic Voting Schemes
4 Conclusion
References
Optimization of Maintenance Costs of Video Systems Based on Cloud Services
1 Introduction
2 Cloud Computing, Its Services and Possibilities
3 System Model for Storing and Processing Video Operating in the Cloud
4 Comparison of Cloud Computing Providers from the Point of View of Service Price
5 Conclusions
References
Movies Recommendation System
1 Introduction
2 Recommendation Systems
3 System Model for Movies Recommendation
4 The Results of Recommendation System Working
5 Conclusions
References
An Application-Driven Heterogeneous Internet of Things Integration Architecture
Abstract
1 Introduction
2 Related Work
3 An Application-Driven IoT Architecture
3.1 Application Layer
3.2 Control Layer
3.3 Network and Transportion Layer
3.4 Sensing Layer
4 Methods and Procedures
5 Application and Implement
5.1 Uniform Description of Resources
5.2 Meta-Demand
5.3 Collaborative Allocation of Resources
5.4 Performance of Architecture
6 Conclusion
Acknowledgments
References
Author Index

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