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Handbook of Large-Scale Distributed Computing in Smart Healthcare

  • Samee U. Khan
  • Albert Y. Zomaya
  • Assad Abbas
Book

Part of the Scalable Computing and Communications book series (SCC)

Table of contents

  1. Front Matter
    Pages i-xi
  2. Assad Abbas, Samee U. Khan, Albert Y. Zomaya
    Pages 1-7
  3. High Performance Computing and Large-Scale Healthcare Architectures

    1. Front Matter
      Pages 9-9
    2. Chonho Lee, Zhaojing Luo, Kee Yuan Ngiam, Meihui Zhang, Kaiping Zheng, Gang Chen et al.
      Pages 11-41
    3. Fan Zhang, Junwei Cao, Samee U. Khan, Keqin Li, Kai Hwang
      Pages 43-66
    4. Fanny Nina-Paravecino, Leiming Yu, Qianqian Fang, David Kaeli
      Pages 67-85
    5. M. Frenken, J. Flessner, J. Hurka
      Pages 87-119
  4. Data Quality and Large-Scale Machine Learning Models for Smart Healthcare

    1. Front Matter
      Pages 121-121
    2. Abdul Kader Saiod, Darelle van Greunen, Alida Veldsman
      Pages 123-156
    3. Md. Sarwar Kamal, Nilanjan Dey, Amira S. Ashour
      Pages 157-176
    4. Christina Orphanidou, David Wong
      Pages 177-216
    5. Netzahualcóyotl Hernández, Luis A. Castro, Jesús Favela, Layla Michán, Bert Arnrich
      Pages 217-238
  5. Internet-of-Things, Fog Computing, and m-Health

    1. Front Matter
      Pages 239-239
    2. Mirjana Maksimović, Vladimir Vujović
      Pages 241-280
    3. Harishchandra Dubey, Admir Monteiro, Nicholas Constant, Mohammadreza Abtahi, Debanjan Borthakur, Leslie Mahler et al.
      Pages 281-321
  6. Wearable Computing for Smart Healthcare

    1. Front Matter
      Pages 377-377
    2. Jian Wu, Roozbeh Jafari
      Pages 379-401
    3. Bharadwaj Veeravalli, Chacko John Deepu, DuyHoa Ngo
      Pages 403-426
    4. Oluwarotimi Williams Samuel, Peng Fang, Shixiong Chen, Yanjuan Geng, Guanglin Li
      Pages 427-442
    5. Mohammad Arif Ul Alam, Nirmalya Roy, Aryya Gangopadhyay, Elizabeth Galik
      Pages 443-471
    6. Daniel Aranki, Gregorij Kurillo, Ruzena Bajcsy
      Pages 473-514
  7. Resource Allocation, Quality of Service (QoS), and Context-Awareness in Smart Healthcare

    1. Front Matter
      Pages 551-551
    2. Ali Hassan Sodhro, Faisal K. Shaikh, Sandeep Pirbhulal, Mir Muhammad Lodro, Madad Ali Shah
      Pages 589-609
    3. Amir Hajjam El Hassani, Amine Ahmed Benyahia, Emmanuel Andres, Samy Talha, Mohamed Hajjam El Hassani, Vincent Hilaire
      Pages 611-622
    4. Lamine Benmimoune, Amir Hajjam, Parisa Ghodous, Emmanuel Andres, Mohamed Hajjam
      Pages 623-635

About this book

Introduction

This volume offers readers various perspectives and visions for cutting-edge research in ubiquitous healthcare. The topics emphasize large-scale architectures and high performance solutions for smart healthcare, healthcare monitoring using large-scale computing techniques, Internet of Things (IoT) and big data analytics for healthcare, Fog Computing, mobile health, large-scale medical data mining, advanced machine learning methods for mining multidimensional sensor data, smart homes, and resource allocation methods for the BANs.

The book contains high quality chapters contributed by leading international researchers working in domains, such as e-Health, pervasive and context-aware computing, cloud, grid, cluster, and big-data computing. We are optimistic that the topics included in this book will provide a multidisciplinary research platform to the researchers, practitioners, and students from biomedical engineering, health informatics, computer science, and computer engineering.

Keywords

pervasive health cloud computing distributed systems fall detection activity recognition

Editors and affiliations

  • Samee U. Khan
    • 1
  • Albert Y. Zomaya
    • 2
  • Assad Abbas
    • 3
  1. 1.Department of Electrical and Computer EngineeringNorth Dakota State University FargoUSA
  2. 2.School of Information TechnologiesUniversity of SydneySydneyAustralia
  3. 3.Department of Computer ScienceCOMSATS Institute of Information TechnologyIslamabadPakistan

Bibliographic information