High-Performance Computing and Big Data Analysis

1. Front Matter

   Pages i-xiv

   PDF

2. Deep Learning

   1. Front Matter

      Pages 1-1

      PDF

   2. Providing RS Participation for Geo-Distributed Data Centers Using Deep Learning-Based Power Prediction

      • Somayyeh Taheri, Maziar Goudarzi, Osamu Yoshie

      Pages 3-17

   3. Event Detection in Twitter Big Data by Virtual Backbone Deep Learning

      • Zahra Rezaei, Hossein Ebrahimpour Komleh, Behnaz Eslami

      Pages 18-31

   4. Privacy Preserved Decentralized Deep Learning: A Blockchain Based Solution for Secure AI-Driven Enterprise

      • Amin Fadaeddini, Babak Majidi, Mohammad Eshghi

      Pages 32-40

   5. Unsupervised Deep Learning for Conflict Resolution in Big Data Analysis

      • Zeinab Nakhaei, Ali Ahmadi

      Pages 41-52

   6. Smart Recommendation System Based on Understanding User Behavior with Deep Learning

      • Reza Mahdavi, Afsaneh Hasanjani Roshan

      Pages 53-67

3. Big Data Analytics

   1. Front Matter

      Pages 69-69

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   2. Genome of Human-Enabled Big Data Analytics

      • Mohammad Allahbakhsh, Saeed Arbabi, Hamid-Reza Motahari-Nezhad, Boualem Benatallah

      Pages 71-83

   3. A Distributed Method Based on Mondrian Algorithm for Big Data Anonymization

      • Amin Nezarat, Khadije Yavari

      Pages 84-97

   4. An Ensemble Angle-Based Outlier Detection for Big Data

      • Raghda Al-taei, Maryam Amir Haeri

      Pages 98-108

   5. Big Data Analytics Help Prevent Adolescents Suicide: An Introduction to Mindpal

      • Brianna Turner, Ali Eslami

      Pages 109-118

   6. The Merits of Bitset Compression Techniques for Mining Association Rules from Big Data

      • Hamid Fadishei, Sahar Doustian, Parisa Saadati

      Pages 119-131

   7. Distributed-to-Centralized Data Management Through Data LifeCycle Models for Zero Emission Neighborhoods

      • Amir Sinaeepourfard, Sobah Abbas Petersen

      Pages 132-142

   8. Analytical Comparison of Virtual Machine and Data Placement Algorithms for Big Data Applications Based on Cloud Computing

      • Seyyed Mohsen Seyyedsalehi, Mohammad Khansari

      Pages 143-155

   9. A Survey on Load Balancing in Cloud Systems for Big Data Applications

      • Arman Aghdashi, Seyedeh Leili Mirtaheri

      Pages 156-173

4. Internet of Things

   1. Front Matter

      Pages 175-175

      PDF

   2. A Comprehensive Fog-Enabled Architecture for IoT Platforms

      • Malihe Asemani, Fatemeh Jabbari, Fatemeh Abdollahei, Paolo Bellavista

      Pages 177-190

   3. The Effect of Internet of Things on E-Business and Comparing Friedman’s Results with Factor Analysis (Case Study: Business in Online Stores Member of Iranian E-Mail Symbol)

      • Leila Abdollahzadeh Ramhormozi, Amir Houshang Azh, Mehdi Khaki

      Pages 191-219

   4. Internet of Things and Iranian Companies; An Empirical Survey from Industrial Market Perspective

      • Hamze Sadeghizadeh, Amirhossein Davaei Markazi, Saeed Shavvalpour

      Pages 220-227

This book constitutes revised and selected papers from the Second International Congress on High-Performance Computing and Big Data Analysis, TopHPC 2019, held in Tehran, Iran, in April 2019.

The 37 full papers and 2 short papers presented in this volume were carefully reviewed and selected from a total of 103 submissions. The papers in the volume are organized acording to the following topical headings: deep learning; big data analytics; Internet of Things.- data mining, neural network and genetic algorithms; performance issuesand quantum computing.

• artificial intelligence
• cloud computing
• data mining
• data security
• Internet of Things (IoT)
• map-reduce
• parallel algorithms
• parallel processing systems
• sensors
• signal filtering and prediction
• signal processing
• telecommunication networks
• wireless sensor networks
• algorithm analysis and problem complexity

• University of Calabria, Rende, Italy

  Lucio Grandinetti, Reza Shahbazian

• Kharazmi University, Tehran, Iran

  Seyedeh Leili Mirtaheri

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