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High-Performance Computing and Big Data Analysis

Second International Congress, TopHPC 2019, Tehran, Iran, April 23–25, 2019, Revised Selected Papers

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Lucio Grandinetti

    1. University of Calabria, Rende, Italy

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  2. Seyedeh Leili Mirtaheri

    1. Kharazmi University, Tehran, Iran

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    You can also search for this editor in PubMed   Google Scholar

  3. Reza Shahbazian

    1. University of Calabria, Rende, Italy

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 891)

Included in the following conference series:

Conference proceedings info: TopHPC 2019.

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Table of contents (39 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Deep Learning

    1. Front Matter

      Pages 1-1
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    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
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    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
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  1. High-Performance Computing and Big Data Analysis

Keywords

About this book

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.



Editors and Affiliations

  • University of Calabria, Rende, Italy

    Lucio Grandinetti, Reza Shahbazian

  • Kharazmi University, Tehran, Iran

    Seyedeh Leili Mirtaheri

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