Mobile Big Data: A Roadmap from Models to Technologies

Description

This book reports on the latest advances in mobile technologies for collecting, storing and processing mobile big data in connection with wireless communications. It presents novel approaches and applications in which mobile big data is being applied from an engineering standpoint and addresses future theoretical and practical challenges related to the big data field from a mobility perspective. Further, it provides an overview of new methodologies designed to take mobile big data to the Cloud, enable the processing of real-time streaming events on-the-move and enhance the integration of resource availability through the ‘Anywhere, Anything, Anytime’ paradigm. By providing both academia and industry researchers and professionals with a timely snapshot of emerging mobile big data-centric systems and highlighting related pitfalls, as well as potential solutions, the book fills an important gap in the literature and fosters the further development in the area of mobile technologies for exploiting mobile big data. Front Matter ....Pages i-x Front Matter ....Pages 1-1 Big Data Analytics: Applications, Prospects and Challenges (Konstantinos Vassakis, Emmanuel Petrakis, Ioannis Kopanakis)....Pages 3-20 Levering Mobile Cloud Computing for Mobile Big Data Analytics (Yongxin Liu, Houbing Song)....Pages 21-39 Game Theoretic Approaches in Mobile Cloud Computing Systems for Big Data Applications: A Systematic Literature Review (Georgios Skourletopoulos, Constandinos X. Mavromoustakis, George Mastorakis, Jordi Mongay Batalla, Ciprian Dobre, John N. Sahalos et al.)....Pages 41-62 Front Matter ....Pages 63-63 Evidence-Aware Mobile Cloud Architectures (Huber Flores, Vassilis Kostakos, Sasu Tarkoma, Pan Hui, Yong Li)....Pages 65-84 Context-Awareness in Location Based Services in the Big Data Era (Patrizia Grifoni, Arianna D’Ulizia, Fernando Ferri)....Pages 85-127 Mobile Big Data in Vehicular Networks: The Road to Internet of Vehicles (Ali Kamouch, Abdelaali Chaoub, Zouhair Guennoun)....Pages 129-143 Front Matter ....Pages 145-145 Mobile Distributed Complex Event Processing—Ubi Sumus? Quo Vadimus? (Fabrice Starks, Vera Goebel, Stein Kristiansen, Thomas Plagemann)....Pages 147-180 Electromagnetic Interference and Discontinuity Effects of Interconnections on Big Data Performance of Integrated Circuits (Seyi Stephen Olokede, Babu Sena Paul)....Pages 181-216 Evaluating Decision Analytics from Mobile Big Data using Rough Set Based Ant Colony (Soumya Banerjee, Youakim Badr)....Pages 217-231 Energy-Aware Issues for Handling Big Data in Mobile Cloud Computing (Chhabi Rani Panigrahi, Rajesh Kumar Verma, Joy Lal Sarkar, Bibudhendu Pati)....Pages 233-256 Front Matter ....Pages 257-257 Big Data—A New Technology Trend and Factors Affecting the Implementation of Big Data in Australian Industries (Bhavyadipsinh Jadeja, Tomayess Issa)....Pages 259-287 Extending the Sana Mobile Healthcare Platform with Features Providing ECG Analysis (Katerina Tsampi, Spyros Panagiotakis, Elias Hatzakis, Emmanouil Lakiotakis, Georgia Atsali, Kostas Vassilakis et al.)....Pages 289-321 Social Networking in Higher Education in India (Anil Kumar Malleshappa, Tomayess Issa)....Pages 323-347