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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

  • Lucio Grandinetti
  • Seyedeh Leili Mirtaheri
  • Reza Shahbazian
Conference proceedings TopHPC 2019

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

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Deep Learning

    1. Front Matter
      Pages 1-1
    2. Zahra Rezaei, Hossein Ebrahimpour Komleh, Behnaz Eslami
      Pages 18-31
  3. Big Data Analytics

    1. Front Matter
      Pages 69-69
    2. Mohammad Allahbakhsh, Saeed Arbabi, Hamid-Reza Motahari-Nezhad, Boualem Benatallah
      Pages 71-83
    3. Raghda Al-taei, Maryam Amir Haeri
      Pages 98-108
    4. Hamid Fadishei, Sahar Doustian, Parisa Saadati
      Pages 119-131
    5. Arman Aghdashi, Seyedeh Leili Mirtaheri
      Pages 156-173
  4. Internet of Things

    1. Front Matter
      Pages 175-175
    2. Malihe Asemani, Fatemeh Jabbari, Fatemeh Abdollahei, Paolo Bellavista
      Pages 177-190
    3. Hamze Sadeghizadeh, Amirhossein Davaei Markazi, Saeed Shavvalpour
      Pages 220-227
    4. Hadiseh Moradi Sani, Soroush Omidvar Tehrani, Behshid Behkamal, Haleh Amintoosi
      Pages 240-252
    5. Mehrnaz Moudi, Mohamed Othman
      Pages 253-264
    6. Zahra Moezkarimi, Reza Nourmohammadi, Sima Zamani, Fatemeh Abdollahei, Zahra Golmirzaei, Abuzar Arabsorkhi
      Pages 265-278
  5. Data Mining, Neural Network and Genetic Algorithms

    1. Front Matter
      Pages 289-289
    2. Amin Saradar Torshizi, Adel Ghazikhani
      Pages 291-300
    3. Mahdieh Dehghani, Ali Kamandi, Ali Moeini
      Pages 301-314
    4. Gijoo Yang, Jeonggeun Jin, Dongho Kim, Hae-Jong Joo
      Pages 331-338
    5. Amir Hossein Farajpour Tabrizi, Habib Izadkhah
      Pages 339-351
    6. Behzad Zakeri, Amin Karimi Monsefi, Sanaz Samsam, Bahareh Karimi Monsefi
      Pages 367-377
    7. Mohammad Kazem Fallah, Vahid Salehi Keshvari, Mahmood Fazlali
      Pages 378-393
    8. Hamed Mirashk, Amir Albadvi, Mehrdad Kargari, Mostafa Javide, Abdollah Eshghi, Ghazaleh Shahidi
      Pages 394-405
    9. Amin Karimi Monsefi, Behzad Zakeri, Sanaz Samsam, Morteza Khashehchi
      Pages 406-417
    10. Keivan Borna, Reza Ghanbari
      Pages 418-425
    11. Behnam Samadi, Azadeh Mansouri, Ahmad Mahmoudi-Aznaveh
      Pages 426-437
  6. Performance Issues and Quantum Computing

    1. Front Matter
      Pages 439-439
    2. Soroush Karimian-Aliabadi, Danilo Ardagna, Reza Entezari-Maleki, Ali Movaghar
      Pages 441-458
    3. Maryam Moradifar, Asadollah Shahbahrami, Mina Nematpour, Hossein Amiri
      Pages 459-467
    4. Seyyed Mohammad Shaheri Langroudi, Hamid Reza Hamidi, Shokooh Kermanshahani
      Pages 468-475
  7. Back Matter
    Pages 513-514

About these proceedings

Introduction

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.

Keywords

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

Editors and affiliations

  • Lucio Grandinetti
    • 1
  • Seyedeh Leili Mirtaheri
    • 2
  • Reza Shahbazian
    • 3
  1. 1.University of CalabriaRendeItaly
  2. 2.Kharazmi UniversityTehranIran
  3. 3.University of CalabriaRendeItaly

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-33495-6
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-33494-9
  • Online ISBN 978-3-030-33495-6
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site