Table Of ContentStudies in Big Data 22
Constandinos X. Mavromoustakis
George Mastorakis
Ciprian Dobre E ditors
Advances in Mobile
Cloud Computing and
Big Data in the 5G Era
Studies in Big Data
Volume 22
Series editor
Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland
e-mail: [email protected]
About this Series
Theseries“StudiesinBigData”(SBD)publishesnewdevelopmentsandadvances
in the various areas of Big Data-quickly and with a high quality. The intent is to
coverthetheory,research,development,andapplicationsofBigData,asembedded
inthefieldsofengineering,computerscience,physics,economicsandlifesciences.
The books of the series refer to the analysis and understanding of large, complex,
and/or distributed data sets generated from recent digital sources coming from
sensorsorotherphysicalinstrumentsaswellassimulations,crowdsourcing,social
networks or other internet transactions, such as emails or video click streams and
other. The series contains monographs, lecture notes and edited volumes in Big
Data spanning the areas of computational intelligence incl. neural networks,
evolutionary computation, soft computing, fuzzy systems, as well as artificial
intelligence, data mining, modern statistics and Operations research, as well as
self-organizing systems. Of particular value to both the contributors and the
readership are the short publication timeframe and the world-wide distribution,
which enable both wide and rapid dissemination of research output.
More information about this series at http://www.springer.com/series/11970
Constandinos X. Mavromoustakis
⋅
George Mastorakis Ciprian Dobre
Editors
Advances in Mobile Cloud
Computing and Big Data
in the 5G Era
123
Editors
Constandinos X.Mavromoustakis Ciprian Dobre
Department ofComputer Science Department ofComputer Science
University of Nicosia University Politehnica of Bucharest
Nicosia Bucharest
Cyprus Romania
George Mastorakis
Department ofCommerce andMarketing
TechnologicalEducationalInstituteofCrete
Crete
Greece
ISSN 2197-6503 ISSN 2197-6511 (electronic)
Studies in BigData
ISBN978-3-319-45143-5 ISBN978-3-319-45145-9 (eBook)
DOI 10.1007/978-3-319-45145-9
LibraryofCongressControlNumber:2016950383
©SpringerInternationalPublishingSwitzerland2017
Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart
of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations,
recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission
orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar
methodologynowknownorhereafterdeveloped.
The use of general descriptive names, registered names, trademarks, service marks, etc. in this
publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfrom
therelevantprotectivelawsandregulationsandthereforefreeforgeneraluse.
The publisher, the authors and the editors are safe to assume that the advice and information in this
book are believed to be true and accurate at the date of publication. Neither the publisher nor the
authorsortheeditorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinor
foranyerrorsoromissionsthatmayhavebeenmade.
Printedonacid-freepaper
ThisSpringerimprintispublishedbySpringerNature
TheregisteredcompanyisSpringerInternationalPublishingAG
Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland
To my wife Afrodyte for her continuous love,
patience and support.
—Constandinos X. Mavromoustakis
To my wife Athina for her constant support
and love.
—George Mastorakis
Special thanks go to my family, my daughter
Anamaria Raluca and my wife Iulia Raluca,
for their unconditional support,
understanding and patience.
—Ciprian Dobre
Contents
Part I Introduction and Applications of MCC and Big Data
Paradigm in 5G Access
Handling Big Data in the Era of Internet of Things (IoT)... ..... .... 3
Koralia Papadokostaki, George Mastorakis, Spyros Panagiotakis,
Constandinos X. Mavromoustakis, Ciprian Dobre
and Jordi Mongay Batalla
Big Data and Cloud Computing: A Survey of the State-of-the-Art
and Research Challenges .... ..... .... .... .... .... .... ..... .... 23
Georgios Skourletopoulos, Constandinos X. Mavromoustakis,
George Mastorakis, Jordi Mongay Batalla, Ciprian Dobre,
Spyros Panagiotakis and Evangelos Pallis
Towards Mobile Cloud Computing in 5G Mobile Networks:
Applications, Big Data Services and Future Opportunities .. ..... .... 43
Georgios Skourletopoulos, Constandinos X. Mavromoustakis,
George Mastorakis, Jordi Mongay Batalla, Ciprian Dobre,
Spyros Panagiotakis and Evangelos Pallis
Part II Architectures of MCC and Big Data Paradigm
Heterogeneous Data Access Control Based on Trust
and Reputation in Mobile Cloud Computing . .... .... .... ..... .... 65
Zheng Yan, Xueyun Li and Raimo Kantola
A Survey on IoT: Architectures, Elements, Applications,
QoS, Platforms and Security Concepts .. .... .... .... .... ..... .... 115
Gonçalo Marques, Nuno Garcia and Nuno Pombo
vii
viii Contents
Part III MCC and Big Data Paradigm in Smart Ambient Systems
The Art of Advanced Healthcare Applications in Big Data
and IoT Systems... .... .... ..... .... .... .... .... .... ..... .... 133
Claudia Ifrim, Andreea-Mihaela Pintilie, Elena Apostol,
Ciprian Dobre and Florin Pop
A Smart Vision with the 5G Era and Big Data—Next Edge
in Connecting World ... .... ..... .... .... .... .... .... ..... .... 151
Lokesh Kumar Gahlot, Pooja Khurana and Yasha Hasija
Towards a Cloud-Native Radio Access Network .. .... .... ..... .... 171
Navid Nikaein, Eryk Schiller, Romain Favraud, Raymond Knopp,
Islam Alyafawi and Torsten Braun
Smart City Surveillance in Fog Computing .. .... .... .... ..... .... 203
Ning Chen, Yu Chen, Xinyue Ye, Haibin Ling, Sejun Song
and Chin-Tser Huang
Part IV MCC and Big Data Control and Data Management
Secure Opportunistic Vehicle-to-Vehicle Communication ... ..... .... 229
Alexandra-Elena Mihaita, Ciprian Dobre, Florin Pop,
Constandinos X. Mavromoustakis and George Mastorakis
Concurrency Control for Mobile Collaborative Applications
in Cloud Environments.. .... ..... .... .... .... .... .... ..... .... 269
Moulay Driss Mechaoui and Abdessamad Imine
Resource Management Supporting Big Data for Real-Time
Applications in the 5G Era... ..... .... .... .... .... .... ..... .... 289
Konstantinos Katzis and Christodoulos Efstathiades
Smartphone-Based Telematics for Usage Based Insurance .. ..... .... 309
Prokopis Vavouranakis, Spyros Panagiotakis, George Mastorakis
and Constandinos X. Mavromoustakis
Collaborative Media Delivery in 5G Mobile Cloud Networks..... .... 341
Piotr Krawiec, Jordi Mongay Batalla, Joachim Bruneau-Queyreix,
Daniel Negru, George Mastorakis and Constandinos X. Mavromoustakis
Online Music Application with Recommendation System ... ..... .... 361
Iulia Paraicu and Ciprian Dobre
Part I
Introduction and Applications of MCC
and Big Data Paradigm in 5G Access
Handling Big Data in the Era of Internet
of Things (IoT)
Koralia Papadokostaki, George Mastorakis, Spyros Panagiotakis,
Constandinos X. Mavromoustakis, Ciprian Dobre
and Jordi Mongay Batalla
Abstract Intheemerging5Gmobilecomputingenvironments,theneedforcutting
edgetechnologiesregardingdatatransmission,storageandprocessingwillbemore
critical than ever. In addition, handlingof Big Data that isproduced by Internetof
Things(IoT)devicesandextractingvalueoutofit,isarealchallengeforscientists
and markets, towards providing extra profit to the society. In this context, this
chapter aims to shortly present the correlation between Internet of Things and the
expansion of Big Data. At first, a short reference to the evolution of IoT and Big
Dataisprovidedandtheirfeaturesarethenintroduced.Inaddition,thelifecycleof
Big Data in IoT—from capturing to storage and analysis—is shortly described.
Finally,twodifferentapproachesfortheimplementationofBigDataarepresented,
as well as issues in privacy and security are addressed.
⋅ ⋅ ⋅ ⋅
Keywords Internet of things (IoT) Big data Data storage Privacy
⋅ ⋅ ⋅
Cloud computing Wearables RFIDs WSNs
K.Papadokostaki(✉) ⋅ G.Mastorakis ⋅ S.Panagiotakis
DepartmentofInformaticsEngineering,TechnologicalEducationalInstituteofCrete,
Heraklion,Crete,Greece
e-mail:[email protected]
G.Mastorakis
e-mail:[email protected]
S.Panagiotakis
e-mail:[email protected]
C.X.Mavromoustakis
DepartmentofComputerScience,UniversityofNicosia,Nicosia,Cyprus
e-mail:[email protected]
C.Dobre
FacultyofAutomaticControlandComputers,DepartmentofComputerScience,
UniversityPolitehnicaofBucharest,Bucharest,Romania
e-mail:[email protected]
J.M.Batalla
WarsawUniversityofTechnology,NowowiejskaStr.15/19,Warsaw,Poland
e-mail:[email protected]
©SpringerInternationalPublishingSwitzerland2017 3
C.X.Mavromoustakisetal.(eds.),AdvancesinMobileCloudComputing
andBigDatainthe5GEra,StudiesinBigData22,
DOI10.1007/978-3-319-45145-9_1
