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Advances in Edge Computing: Massive Parallel Processing and Applications: Massive Parallel Processing and Applications [Pehme köide]

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  • Formaat: Paperback / softback, 324 pages
  • Sari: Advances In Parallel Computing
  • Ilmumisaeg: 29-Mar-2020
  • Kirjastus: IOS Press,US
  • ISBN-10: 1643680625
  • ISBN-13: 9781643680620
Teised raamatud teemal:
  • Formaat: Paperback / softback, 324 pages
  • Sari: Advances In Parallel Computing
  • Ilmumisaeg: 29-Mar-2020
  • Kirjastus: IOS Press,US
  • ISBN-10: 1643680625
  • ISBN-13: 9781643680620
Teised raamatud teemal:
The rapid advance of Internet of Things (IoT) technologies has resulted in the number of IoT-connected devices growing exponentially, with billions of connected devices worldwide. While this development brings with it great opportunities for many fields of science, engineering, business and everyday life, it also presents challenges such as an architectural bottleneck – with a very large number of IoT devices connected to a rather small number of servers in Cloud data centers – and the problem of data deluge. Edge computing aims to alleviate the computational burden of the IoT for the Cloud by pushing some of the computations and logics of processing from the Cloud to the Edge of the Internet. It is becoming commonplace to allocate tasks and applications such as data filtering, classification, semantic enrichment and data aggregation to this layer, but to prevent this new layer from itself becoming another bottleneck for the whole computing stack from IoT to the Cloud, the Edge computing layer needs to be capable of implementing massively parallel and distributed algorithms efficiently.This book, Advances in Edge Computing: Massive Parallel Processing and Applications, addresses these challenges in 11 chapters. Subjects covered include: Fog storage software architecture; IoT-based crowdsourcing; the industrial Internet of Things; privacy issues; smart home management in the Cloud and the Fog; and a cloud robotic solution to assist medical applications.Providing an overview of developments in the field, the book will be of interest to all those working with the Internet of Things and Edge computing.
Preface v
Fatos Xhafa
Arun Kumar Sangaiah
Chapters Contributors ix
Acknowledgment xi
The Vision of Edges of Internet as a Computing Fabric
1(21)
Fatos Xhafa
Fog Computing on Constrained Devices: Paving the Way for the Future IoT
22(39)
Flavia Pisani
Fabiola M.C. de Oliveira
Eduardo S. Gama
Roger Immich
Luiz F. Bittencourt
Edson Borin
A Fog Storage Software Architecture for the Internet of Things
61(45)
Bastien Confais
Adrien Lebre
Benoit Parrein
Towards an Architecture for Information-Centric Network with Content Replication in Edge Computing
106(42)
Erick B. Nascimento
Edward David Moreno
Douglas D.J. de Macedo
A Quality-Assuring, Combinatorial Auction Based Mechanism for IoT-Based Crowdsourcing
148(30)
Vikash Kumar Singh
Sajal Mukhopadhyay
Fatos Xhafa
Paul Krause
Edge Intelligence and the Industrial Internet of Things
178(19)
Richard Hill
Hussain Al-Aqrabi
Issues in Privacy Preservation for Re-Publishable Data
197(18)
Pachara Tinamas
Juggapong Natwichai
A Study on Various Cryptographic Techniques Towards Fog Environment
215(22)
Anand Mahendran
Narmadha K.
M. Hamada
iHome: Secure Smart Home Management in the Cloud and the Fog
237(27)
Euripides G. M. Petrakis
George Myrizakis
Hybrid Neural Network and Improved Cuckoo Optimization Algorithm for Forecasting Thermal Comfort Index at Urban Open Spaces
264(17)
Alireza Goli
Erfan Babaee Tirkolaee
Arun Kumar Sangaiah
A Cloud Robotic Solution to Assist Medical Application
281(26)
Harinee Shan
Anand Mahendran
Subject Index 307(2)
Author Index 309