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© 2017

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

About the editors

Samee U. Khan is a Program Director at the National Science Foundation, where he is responsible for the Smart & Autonomous Systems program, Critical Resilient Interdependent Infrastructure Systems and Processes program, and Computer Systems Research cluster. He also is a faculty at the North Dakota State University. He is an ACM Distinguished Speaker, an IEEE Distinguished Lecturer, a Fellow of the IET, and a Fellow of the BCS.

Albert Y. Zomaya is currently the Chair Professor of High Performance Computing & Networking and Australian Research Council Professorial Fellow in the School of Information Technologies, The University of Sydney. He is also the Director of the Centre for Distributed and High Performance Computing which was established in late 2009.

Assad Abbas is as an Assistant Professor of Computer Science at COMSATS Institute of Information Technology (CIIT), Islamabad, Pakistan. His research interests are mainly but not limited to Smart Health, Big Data Analytics, Recommendation Systems, Patent Analysis, and Social Network Analysis. Assad’s research has appeared in several reputable international venues. He is also serving as the referee for numerous prestigious journals and as the technical program committee member for several conferences. Moreover, he is a member of IEEE and IEEE-HKN.


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