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

Advances on P2P, Parallel, Grid, Cloud and Internet Computing: Proceedings of the 12th International Conference on P2P, Parallel, Grid, Cloud and … Engineering and Communications Technologies)

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.

Table of Contents

Chapter 1. The 12th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2017)
Chapter 2. Home Energy Management by Differential Evolution and Enhanced Differential Evolution in Smart Grid Environment
Chapter 3. Demand Side Optimization in Smart Grid Using Harmony Search Algorithm and Social Spider Algorithm
Chapter 4. Home Energy Management Using Social Spider and Bacterial Foraging Algorithm
Chapter 5. Optimization of Home Energy Management System Through Application of Tabu Search
Chapter 6. Load Scheduling in Home Energy Management System Using Meta-Heuristic Techniques and Critical Peak Pricing Tariff
Chapter 7. Energy Efficiency Using Genetic and Crow Search Algorithms in Smart Grid
Chapter 8. Residential Demand Side Management in Smart Grid Using Meta-Heuristic Techniques
Chapter 9. A Machine Learning Approach for Ranking in Question Answering
Chapter 10. Detecting Malware Based on Opcode N-Gram and Machine Learning
Chapter 11. Performance Evaluation of WMNs by WMN-PSOSA Simulation System Considering Constriction and Linearly Decreasing Vmax Methods
Chapter 12. Characterizing User Influence Within Twitter
Chapter 13. Routing in a DTN: Performance Evaluation for Random Waypoint and Steady State Random Waypoint Using NS3 Simulator
Chapter 14. Optimal Residential Load Scheduling Under Utility and Rooftop Photovoltaic Units
Chapter 15. A Hybrid Genetic Based on Harmony Search Method to Schedule Electric Tasks in Smart Home
Chapter 16. An Efficient Home Energy Management Scheme Using Cuckoo Search
Chapter 17. Phonetics-Based Parallel Privacy Preserving Record Linkage
Chapter 18. Improved Ant Colony RBF Spatial Interpolation of Ore Body Visualization Software Development
Chapter 19. RBF Model Based on the KECDBN
Chapter 20. Design of a S-box for SMS4 Based on Threshold Implementation
Chapter 21. The Prediction Model of Online Social Networks’ Evolution Based on the Similarity of Community
Chapter 22. A Game Model of APT Attack for Distributed Network
Chapter 23. Quality CloudCrowd: A Crowdsourcing Platform for QoS Assessment of SaaS Services
Chapter 24. Host Based Intrusion Detection and Prevention Model Against DDoS Attack in Cloud Computing
Chapter 25. A Policy Based Framework for Software Defined Optical Networks
Chapter 26. Application of Genetic Algorithm and Simulated Annealing to Ensemble Classifier Training on Data Streams
Chapter 27. Security and Understanding Techniques for Visual CAPTCHA Interpretation
Chapter 28. Convergence Analysis of PSO for Hyper-Parameter Selection in Deep Neural Networks
Chapter 29. Embedding Strategies in Multi-secret Steganography
Chapter 30. Query Expansion Based on WordNet and Word2vec for Italian Question Answering Systems
Chapter 31. Tuning SyntaxNet for POS Tagging Italian Sentences
Chapter 32. ECT: A Novel Architecture for Evidence Collection in Forensic Investigation
Chapter 33. Modeling Instability for Large Scale Processing Tasks Within HEP Distributed Computing Environments
Chapter 34. An Algorithm for Migration and Resource Planning in Cloud Technologies
Chapter 35. Multi-level Orchestration of Cloud Services in OrCS
Chapter 36. Performance Analysis of AIN-PT, AIN-SLT and SIIT Network-Based Translators
Chapter 37. Hiring Doctors in E-Healthcare with Zero Budget
Chapter 38. Metric Based Cloud Infrastructure Monitoring
Chapter 39. A Short Review for Ransomware: Pros and Cons
Chapter 40. The 10th International Workshop on Simulation and Modelling of Engineering and Computational Systems (SMECS-2017)
Chapter 41. Power Management in Smart Grid for Residential Consumers
Chapter 42. Demand Side Management in Smart Grid by Using Flower Pollination Algorithm and Genetic Algorithm
Chapter 43. Using Meta-Heuristic and Numerical Algorithm Inspired by Evolution Differential Equation and Strawberry Plant for Demand Side Management in Smart Grid
Chapter 44. Genetic Algorithm and Earthworm Optimization Algorithm for Energy Management in Smart Grid
Chapter 45. Clinical Pathway Pattern Mining: Cleft Lip and Cleft Palate Case Studies
Chapter 46. The 8th International Workshop on Streaming Media Delivery and Management Systems (SMDMS-2017)
Chapter 47. Design and Implementation of Division-Based Broadcasting Using NS-3
Chapter 48. A Rare Piece Diffusion Method Using Rateless Coding on BitTorrent-Like Distribution System
Chapter 49. Models for Stream Data Distribution with Progressive Quality Improvement
Chapter 50. A Skip Graph-Based Collection System for Sensor Data Streams Considering Phase Differences
Chapter 51. The 7th International Workshop on Multimedia, Web and Virtual Reality Technologies (MWVRTA-2017)
Chapter 52. Proposal of an Open Data Visualization System for Disaster Prevention and Disaster Reduction
Chapter 53. A Conceptual Framework for Developing an Information Retrieval for Healthcare Services
Chapter 54. Adaptive Array Antenna Systems with Machine Learning Based Image Recognitions for Vehicular Delay To …
Chapter 55. Evaluation of Multimedia Contents for Supporting Different Types of Self-learning
Chapter 56. The 7th International Workshop on Adaptive Learning via Interactive, Cognitive and Emotional Approaches (ALICE-2017)
Chapter 57. Application of Fuzzy Ordinal Peer Assessment in Formative Evaluation
Chapter 58. How RU? Finding Out When to Help Students
Chapter 59. Principles for an Effort-Aware System
Chapter 60. Applications of Distributed and High Performance Computing to Enhance Online Education
Chapter 61. Student Engagement Value (SEV): Adapting Customer Lifetime Value (CLV) for a Learning Environment
Chapter 62. Learning Resources Based on Analysis of Digital Newspaper Data
Chapter 63. An Adaptive Learning Approach Using a Full Engagement Educational Framework
Chapter 64. Design of a Microlevel Student Engagement Data Capture System
Chapter 65. The 5th International Workshop on Cloud and Distributed System Applications (CADSA-2017)
Chapter 66. Voting in Distributed Revision Control Systems
Chapter 67. Analysis of Frameworks for Building IaaS Cloud Using by Cloud Computing Providers
Chapter 68. Orchestration and Automation of NVF
Chapter 69. NoC-Based Thread Synchronization in a Custom Manycore System
Chapter 70. A Methodology for Social Networks Analysis and Mining
Chapter 71. DGP Application for Support Traffic Information Systems in Indoor and Outdoor Environments
Chapter 72. LoDGP: A Framework for Support Traffic Information Systems Based on Logic Paradigm
Chapter 73. The 4th International Workshop on Distributed Embedded Systems (DEM-2017)
Chapter 74. Cost and Energy Efficient Indoor and Outdoor Localization of Rail Cars in a Confined Maintenance Site
Chapter 75. Wireless Surface Electromyography
Chapter 76. Context-Aware Optimization of Distributed Resources in Internet of Things Using Key Performance Indicators
Chapter 77. Acsim: Towards Hyper-scalable Internet of Things Simulation
Chapter 78. Automatic Reverse Engineering of CAN Bus Data Using Machine Learning Techniques
Chapter 79. The 3rd Workshop on Signal Processing and Machine Learning (SiPML- 2017)
Chapter 80. Estimation Model of Food Texture Considering Sound and Load by Neural Network and Fuzzy Logic
Chapter 81. Adaptive Threshold, Wavelet and Hilbert Transform for QRS Detection in Electrocardiogram Signals
Chapter 82. Prediction of Highly Non-stationary Time Series Using Higher-Order Neural Units
Chapter 83. Predicting the Short-Term Exchange Rate Between United State Dollar and Czech Koruna Using Hilbert-Huang Transform and Fuzzy Logic
Chapter 84. Non Linear Fitting Methods for Machine Learning
Chapter 85. Stability Analysis of Routing Strategies for the Maximum Lifetime Problem in One-Dimensional Ad-Hoc Wireless Networks
Chapter 86. Analysis of Mastication Sound for Development of Food Texture Inference System
Chapter 87. Physical-Parameter Identification of Structures From Seismic Responses via Maximum Likelihood Estimation