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)

Front Matter ....Pages i-l
Front Matter ....Pages 1-1
 Home Energy Management by Differential Evolution and Enhanced Differential Evolution in Smart Grid Environment  (Fatima Tariq, Samia Abid, Muhammad Talha, Musa Ahmad, Haq Nawaz, Ayesha Areej et al.)....Pages 3-15
 Demand Side Optimization in Smart Grid Using Harmony Search Algorithm and Social Spider Algorithm  (Muhammad Junaid, Muhammad Hassan Rahim, Anwar Ur Rehman, Waqar Ali, Muhammad Awais, Tamour Bilal et al.)....Pages 16-25
 Home Energy Management Using Social Spider and Bacterial Foraging Algorithm  (Arje Saba, Adia Khalid, Adnan Ishaq, Komal Parvez, Sayed Aimal, Waqar Ali et al.)....Pages 26-36
 Optimization of Home Energy Management System Through Application of Tabu Search  (Sundas Shafiq, Iqra Fatima, Samia Abid, Sikandar Asif, Sajeeha Ansar, Zain Ul Abideen et al.)....Pages 37-49
 Load Scheduling in Home Energy Management System Using Meta-Heuristic Techniques and Critical Peak Pricing Tariff  (Maham Tariq, Adia Khalid, Iftikhar Ahmad, Mahnoor Khan, Bushra Zaheer, Nadeem Javaid)....Pages 50-62
 Energy Efficiency Using Genetic and Crow Search Algorithms in Smart Grid  (Ayesha Anjum Butt, Muhammad Hassan Rahim, Mahnoor Khan, Asma Zahra, Maham Tariq, Tanveer Ahmad et al.)....Pages 63-75
 Residential Demand Side Management in Smart Grid Using Meta-Heuristic Techniques  (Mahnoor Khan, Rabiya Khalid, Bushra Zaheer, Maham Tariq, Zain ul Abideen, Hera Malik et al.)....Pages 76-88
 A Machine Learning Approach for Ranking in Question Answering  (Alba Amato, Antonio Coronato)....Pages 89-98
 Detecting Malware Based on Opcode N-Gram and Machine Learning  (Pengfei Li, Zhouguo Chen, Baojiang Cui)....Pages 99-110
 Performance Evaluation of WMNs by WMN-PSOSA Simulation System Considering Constriction and Linearly Decreasing Vmax Methods  (Admir Barolli, Shinji Sakamoto, Kosuke Ozera, Makoto Ikeda, Leonard Barolli, Makoto Takizawa)....Pages 111-121
 Characterizing User Influence Within Twitter  (Mehran Asadi, Afrand Agah)....Pages 122-132
 Routing in a DTN: Performance Evaluation for Random Waypoint and Steady State Random Waypoint Using NS3 Simulator  (Evjola Spaho, Kevin Bylykbashi, Leonard Barolli, Makoto Takizawa)....Pages 133-141
 Optimal Residential Load Scheduling Under Utility and Rooftop Photovoltaic Units  (Ghulam Hafeez, Rabiya Khalid, Abdul Wahab Khan, Malik Ali Judge, Zafar Iqbal, Rasool Bukhsh et al.)....Pages 142-153
 A Hybrid Genetic Based on Harmony Search Method to Schedule Electric Tasks in Smart Home  (Manzoor Ahmad, Asif Khan, Zunaira Nadeem, Anila Yasmeen, Iqra Fatima, Saman Zahoor et al.)....Pages 154-166
 An Efficient Home Energy Management Scheme Using Cuckoo Search  (Sheraz Aslam, Rasool Bukhsh, Adia Khalid, Nadeem Javaid, Ibrar Ullah, Itrat Fatima et al.)....Pages 167-178
 Phonetics-Based Parallel Privacy Preserving Record Linkage  (Alexandros Karakasidis, Georgia Koloniari)....Pages 179-190
 Improved Ant Colony RBF Spatial Interpolation of Ore Body Visualization Software Development  (Xiurong Chen, Xuan Wang, Xuguang Wu)....Pages 191-198
 RBF Model Based on the KECDBN  (Xiurong Chen, Yixiang Tian, Xuan Wang, Xuguang Wu)....Pages 199-205
 Design of a S-box for SMS4 Based on Threshold Implementation  (Xinchao Li, Shuangpeng Ma)....Pages 206-214
 The Prediction Model of Online Social Networks’ Evolution Based on the Similarity of Community  (Li Xiaolong, Zhang Deyang)....Pages 215-223
 A Game Model of APT Attack for Distributed Network  (Zhang Wei, Su Yang, Chen Wenwu)....Pages 224-234
 Quality CloudCrowd: A Crowdsourcing Platform for QoS Assessment of SaaS Services  (Asma Musabah Alkalbani, Farookh Khadeer Hussain)....Pages 235-240
 Host Based Intrusion Detection and Prevention Model Against DDoS Attack in Cloud Computing  (Aws Naser Jaber, Mohamad Fadli Zolkipli, Hasan Awni Shakir, Mohammed R. Jassim)....Pages 241-252
 A Policy Based Framework for Software Defined Optical Networks  (Md Israfil Biswas, Mamun Abu-Tair, Philip Morrow, Sally McClean, Bryan Scotney, Gerard Parr)....Pages 253-265
 Application of Genetic Algorithm and Simulated Annealing to Ensemble Classifier Training on Data Streams  (Konrad Jackowski)....Pages 266-276
 Security and Understanding Techniques for Visual CAPTCHA Interpretation  (Natalia Krzyworzeka, Lidia Ogiela)....Pages 277-283
 Convergence Analysis of PSO for Hyper-Parameter Selection in Deep Neural Networks  (Jakub Nalepa, Pablo Ribalta Lorenzo)....Pages 284-295
 Embedding Strategies in Multi-secret Steganography  (Katarzyna Koptyra, Marek R. Ogiela)....Pages 296-300
 Query Expansion Based on WordNet and Word2vec for Italian Question Answering Systems  (Emanuele Damiano, Aniello Minutolo, Stefano Silvestri, Massimo Esposito)....Pages 301-313
 Tuning SyntaxNet for POS Tagging Italian Sentences  (Fiammetta Marulli, Marco Pota, Massimo Esposito, Alessandro Maisto, Raffaele Guarasci)....Pages 314-324
 ECT: A Novel Architecture for Evidence Collection in Forensic Investigation  (Flora Amato, Leonard Barolli, Giovanni Cozzolino, Antonino Mazzeo, Francesco Moscato)....Pages 325-334
 Modeling Instability for Large Scale Processing Tasks Within HEP Distributed Computing Environments  (Olga Datskova, Weidong Shi)....Pages 335-346
 An Algorithm for Migration and Resource Planning in Cloud Technologies  (Lubos Mercl)....Pages 347-356
 Multi-level Orchestration of Cloud Services in OrCS  (Flora Amato, Francesco Moscato, Fatos Xhafa)....Pages 357-366
 Performance Analysis of AIN-PT, AIN-SLT and SIIT Network-Based Translators  (Ala Hamarsheh, Mujahed Eleyat)....Pages 367-378
 Hiring Doctors in E-Healthcare with Zero Budget  (Vikash Kumar Singh, Sajal Mukhopadhyay, Rantu Das)....Pages 379-390
 Metric Based Cloud Infrastructure Monitoring  (Ales Komarek, Jakub Pavlik, Lubos Mercl, Vladimir Sobeslav)....Pages 391-400
 A Short Review for Ransomware: Pros and Cons  (Hasan Awni Shakir, Aws Naser Jaber)....Pages 401-411
Front Matter ....Pages 413-413
 Power Management in Smart Grid for Residential Consumers  (Muhammad Shahid Saeed, Adia Khalid, Anila yasmeen, Zunaira Nadeem, Muhammad Awais Younas, Syed Zain Raza et al.)....Pages 415-423
 Demand Side Management in Smart Grid by Using Flower Pollination Algorithm and Genetic Algorithm  (Bushra Zaheer Abbasi, Sakeena Javaid, Shaista Bibi, Mahnoor Khan, Maryyam Nawaz Malik, Ayesha Anjum Butt et al.)....Pages 424-436
 Using Meta-Heuristic and Numerical Algorithm Inspired by Evolution Differential Equation and Strawberry Plant for Demand Side Management in Smart Grid  (Ihsan Ali, Sheraz Aslam, Kashif Khan, Waqas Ahmad, Hazrat Abubakar Sadiq, Nadeem Javaid)....Pages 437-446
 Genetic Algorithm and Earthworm Optimization Algorithm for Energy Management in Smart Grid  ( Sajawal ur Rehman Khan, Asif Khan, Noreen Mushtaq, Syed Hassnain Faraz, Osama Amir Khan, Muhammad Azeem Sarwar et al.)....Pages 447-459
 Clinical Pathway Pattern Mining: Cleft Lip and Cleft Palate Case Studies  (Arnuparb Limpastan, Kamolchanok Kammabut, Krit Kwanngern, Juggapong Natwichai)....Pages 460-469
Front Matter ....Pages 471-471
 Design and Implementation of Division-Based Broadcasting Using NS-3  (Tomoya Sakurada, Yusuke Gotoh)....Pages 473-483
 A Rare Piece Diffusion Method Using Rateless Coding on BitTorrent-Like Distribution System  (Akihiro Fujimoto, Yusuke Hirota, Hideki Tode)....Pages 484-495
 Models for Stream Data Distribution with Progressive Quality Improvement  (Tomoki Yoshihisa, Yoshimasa Ishi, Tomoya Kawakami, Satoru Matsumoto, Yuuichi Teranishi)....Pages 496-505
 A Skip Graph-Based Collection System for Sensor Data Streams Considering Phase Differences  (Tomoya Kawakami, Yoshimasa Ishi, Tomoki Yoshihisa, Yuuichi Teranishi)....Pages 506-513
Front Matter ....Pages 515-515
 Proposal of an Open Data Visualization System for Disaster Prevention and Disaster Reduction  (Kentaro Koike, Misaki Iyobe, Tomoyuki Ishida, Noriki Uchida, Kaoru Sugita, Yoshitaka Shibata)....Pages 517-527
 A Conceptual Framework for Developing an Information Retrieval for Healthcare Services  (Nattapon Harnsamut, Bun Suwanparsert, Pruet Boonma, Watcharaporn Sitthikamtiub, Krit Khwanngern, Juggapong Natwichai)....Pages 528-533
 Adaptive Array Antenna Systems with Machine Learning Based Image Recognitions for Vehicular Delay Tolerant Networking  (Noriki Uchida, Tomoyuki Ishida, Yoshitaka Shibata)....Pages 534-541
 Evaluation of Multimedia Contents for Supporting Different Types of Self-learning  (Takuya Inumaru, Kaoru Sugita)....Pages 542-552
Front Matter ....Pages 553-553
 Application of Fuzzy Ordinal Peer Assessment in Formative Evaluation  (Nicola Capuano, Francesco Orciuoli)....Pages 555-564
 How RU? Finding Out When to Help Students  (Hedieh Ranjbartabar, Deborah Richards, Cat Kutay)....Pages 565-575
 Principles for an Effort-Aware System  (David Bañeres)....Pages 576-585
 Applications of Distributed and High Performance Computing to Enhance Online Education  (Santi Caballé, Wei Li, Reza Hoseiny, Albert Zomaya, Fatos Xhafa)....Pages 586-600
 Student Engagement Value (SEV): Adapting Customer Lifetime Value (CLV) for a Learning Environment  (Isuru Balasooriya, Jordi Conesa, Enric Mor, M. Elena Rodríguez)....Pages 601-610
 Learning Resources Based on Analysis of Digital Newspaper Data  (Antonio Sarasa Cabezuelo)....Pages 611-621
 An Adaptive Learning Approach Using a Full Engagement Educational Framework  (Rocael Hernández, Hector R. Amado-Salvatierra)....Pages 622-631
 Design of a Microlevel Student Engagement Data Capture System  (Isuru Balasooriya, Enric Mor, M. Elena Rodríguez)....Pages 632-641
Front Matter ....Pages 643-643
 Voting in Distributed Revision Control Systems  (Philipp Hagemeister, Martin Mauve)....Pages 645-654
 Analysis of Frameworks for Building IaaS Cloud Using by Cloud Computing Providers  (Lubos Mercl, David Sec, Vladimir Sobeslav)....Pages 655-663
 Orchestration and Automation of NVF  (Ales Komarek, Jakub Pavlik, Vladimir Sobeslav)....Pages 664-672
 NoC-Based Thread Synchronization in a Custom Manycore System  (Alessandro Cilardo, Mirko Gagliardi, Daniele Passaretti)....Pages 673-682
 A Methodology for Social Networks Analysis and Mining  (Flora Amato, Giovanni Cozzolino, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì)....Pages 683-691
 DGP Application for Support Traffic Information Systems in Indoor and Outdoor Environments  (Walter Balzano, Fabio Vitale)....Pages 692-699
 LoDGP: A Framework for Support Traffic Information Systems Based on Logic Paradigm  (Walter Balzano, Silvia Stranieri)....Pages 700-708
Front Matter ....Pages 709-709
 Cost and Energy Efficient Indoor and Outdoor Localization of Rail Cars in a Confined Maintenance Site  (Frédéric Melaerts, Siegfried Mercelis, Marc Ceulemans, Peter Hellinckx)....Pages 711-721
 Wireless Surface Electromyography  (Rens Baeyens, Rafael Berkvens, Walter Daems, Jean-Pierre Baeyens, Maggy Goossens, Maarten Weyn)....Pages 722-732
 Context-Aware Optimization of Distributed Resources in Internet of Things Using Key Performance Indicators  (Muddsair Sharif, Siegfried Mercelis, Peter Hellinckx)....Pages 733-742
 Acsim: Towards Hyper-scalable Internet of Things Simulation  (Stig Bosmans, Siegfried Mercelis, Marc Ceulemans, Joachim Denil, Peter Hellinckx)....Pages 743-750
 Automatic Reverse Engineering of CAN Bus Data Using Machine Learning Techniques  (Thomas Huybrechts, Yon Vanommeslaeghe, Dries Blontrock, Gregory Van Barel, Peter Hellinckx)....Pages 751-761
Front Matter ....Pages 763-763
 Estimation Model of Food Texture Considering Sound and Load by Neural Network and Fuzzy Logic  (Shigeru Kato, Naoki Wada)....Pages 765-776
 Adaptive Threshold, Wavelet and Hilbert Transform for QRS Detection in Electrocardiogram Signals  (Ricardo Rodriguez Jorge, Edgar Martínez García, Rafael Torres Córdoba, Jiri Bila, J. Mizera-Pietraszko)....Pages 777-786
 Prediction of Highly Non-stationary Time Series Using Higher-Order Neural Units  (Ricardo Rodríguez Jorge, Edgar Martínez García, Jolanta Mizera-Pietraszko, Jiri Bila, Rafael Torres Córdoba)....Pages 787-795
 Predicting the Short-Term Exchange Rate Between United State Dollar and Czech Koruna Using Hilbert-Huang Transform and Fuzzy Logic  (N. B. Nghien, Ricardo Rodríguez Jorge, Edgar Martínez García, Rafael Torres Córdoba, Jolanta Mizera-Pietraszko, Angel Montes Olguín)....Pages 796-806
 Non Linear Fitting Methods for Machine Learning  (Edgar A. Martínez-García, Nancy Ávila Rodríguez, Ricardo Rodríguez-Jorge, Jolanta Mizera-Pietraszko, Jaichandar Kulandaidaasan Sheba, Rajesh Elara Mohan et al.)....Pages 807-818
 Stability Analysis of Routing Strategies for the Maximum Lifetime Problem in One-Dimensional Ad-Hoc Wireless Networks  (Zbigniew Lipiński)....Pages 819-832
 Analysis of Mastication Sound for Development of Food Texture Inference System  (Shigeru Kato, Naoki Wada, Ryuji Ito, Rina Kondo, Tomomichi Kagawa)....Pages 833-843
 Physical-Parameter Identification of Structures From Seismic Responses via Maximum Likelihood Estimation  (Wei-Chih Su)....Pages 844-852
Back Matter ....Pages 853-855