This book presents current progress on challenges related to Big Data management by focusing on the particular challenges associated with context-aware data-intensive applications and services. The book is a state-of-the-art reference discussing progress made, as well as prompting future directions
Big Data and Internet of Things: A Roadmap for Smart Environments
β Scribed by Nik Bessis, Ciprian Dobre (eds.)
- Publisher
- Springer International Publishing
- Year
- 2014
- Tongue
- English
- Leaves
- 477
- Series
- Studies in Computational Intelligence 546
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
This book presents current progress on challenges related to Big Data management by focusing on the particular challenges associated with context-aware data-intensive applications and services. The book is a state-of-the-art reference discussing progress made, as well as prompting future directions on the theories, practices, standards and strategies that are related to the emerging computational technologies and their association with supporting the Internet of Things advanced functioning for organizational settings including both business and e-science. Apart from inter-operable and inter-cooperative aspects, the book deals with a notable opportunity namely, the current trend in which a collectively shared and generated content is emerged from Internet end-users. Specifically, the book presents advances on managing and exploiting the vast size of data generated from within the smart environment (i.e. smart cities) towards an integrated, collective intelligence approach. The book also presents methods and practices to improve large storage infrastructures in response to increasing demands of the data intensive applications. The book contains 19 self-contained chapters that were very carefully selected based on peer review by at least two expert and independent reviewers and is organized into the three sections reflecting the general themes of interest to the IoT and Big Data communities:
Section I: Foundations and Principles
Section II: Advanced Models and Architectures
Section III: Advanced Applications and Future Trends
The book is intended for researchers interested in joining interdisciplinary and transdisciplinary works in the areas of Smart Environments, Internet of Things and various computational technologies for the purpose of an integrated collective computational intelligence approach into the Big Data era.
β¦ Table of Contents
Front Matter....Pages i-xix
Front Matter....Pages 1-1
Big Data Platforms for the Internet of Things....Pages 3-34
Improving Data and Service Interoperability with Structure, Compliance, Conformance and Context Awareness....Pages 35-66
Big Data Management Systems for the Exploitation of Pervasive Environments....Pages 67-89
On RFID False Authentications....Pages 91-110
Adaptive Pipelined Neural Network Structure in Self-aware Internet of Things....Pages 111-136
Spatial Dimensions of Big Data: Application of Geographical Concepts and Spatial Technology to the Internet of Things....Pages 137-168
Fog Computing: A Platform for Internet of Things and Analytics....Pages 169-186
Front Matter....Pages 187-187
Big Data Metadata Management in Smart Grids....Pages 189-214
Context-Aware Dynamic Discovery and Configuration of β Things β in Smart Environments....Pages 215-241
Simultaneous Analysis of Multiple Big Data Networks: Mapping Graphs into a Data Model....Pages 243-257
Toward Web Enhanced Building Automation Systems....Pages 259-283
Intelligent Transportation Systems and Wireless Access in Vehicular Environment Technology for Developing Smart Cities....Pages 285-313
Emerging Technologies in Health Information Systems: Genomics Driven Wellness Tracking and Management System (GO-WELL)....Pages 315-339
Front Matter....Pages 341-341
Sustainability Data and Analytics in Cloud-Based M2M Systems....Pages 343-365
Social Networking Analysis....Pages 367-378
Leveraging Social Media and IoT to Bootstrap Smart Environments....Pages 379-399
Four-Layer Architecture for Product Traceability in Logistic Applications....Pages 401-423
Disaster Evacuation Guidance Using Opportunistic Communication: The Potential for Opportunity-Based Service....Pages 425-446
iPromotion: A Cloud-Based Platform for Virtual Reality Internet Advertising....Pages 447-470
β¦ Subjects
Computational Intelligence; Artificial Intelligence (incl. Robotics)
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