The role of big data in smart city

International Journal of Information Management - Tập 36 Số 5 - Trang 748-758 - 2016
Mohamed Hashem1, Victor Chang2, Nor Badrul Anuar1, Kayode S. Adewole1, Ibrar Yaqoob1, Abdullah Gani1, Ejaz Ahmed1, Haruna Chiroma3
1Centre for Mobile Cloud Computing Research, Faculty of Computer Science and Information Technology, University of Malaya, 50603, Lembah Pantai, Kuala Lumpur, Malaysia
2Xi’an Jiaotong Liverpool University, Suzhou, China
3Federal college of education (Technical), School of Science, Department of Computer Science, Gombe, Nigeria

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Tài liệu tham khảo

Abdalla, 2012, Remote subscription management of M2M terminals in 4 G cellular wireless networks, Proceedings of the 37th Annual IEEE Conference on Local Computer Networks (Lcn 2012), 869

Adeli, 2009

Ahmad, 2015

Al Nuaimi, 2015, Applications of big data to smart cities, Journal of Internet Services and Applications, 6, 1, 10.1186/s13174-015-0041-5

Anthopoulos, 2012, Urban planning and smart cities: interrelations and reciprocities, 178

Armbrust, 2010, A view of cloud computing, Communications of the ACM, 53, 50, 10.1145/1721654.1721672

Atzori, 2010, The internet of things: a survey, Computer Networks, 54, 2787, 10.1016/j.comnet.2010.05.010

Batty, 2013, Big data, smart cities and city planning, Dialogues in Human Geography, 3, 274, 10.1177/2043820613513390

Bellavista, 2015, Quality-of-service in data center stream processing for smart city applications, 1047

Bello-Orgaz, 2016, Social big data: recent achievements and new challenges, Information Fusion, 28, 45, 10.1016/j.inffus.2015.08.005

Borgia, 2014, The internet of things vision: key features, applications and open issues, Computer Communications, 54, 1, 10.1016/j.comcom.2014.09.008

bsi, 2016

Bughin, 2010, Clouds, big data, and smart assets: ten tech-enabled business trends to watch, McKinsey Quarterly, 56, 75

Caragliu, 2011, Smart cities in Europe, Journal of Urban Technology, 18, 65, 10.1080/10630732.2011.601117

Chang, 2015

Chang, 2015, Towards a big data system disaster recovery in a private cloud, Ad Hoc Networks, 35, 65, 10.1016/j.adhoc.2015.07.012

Chang, 2010, A categorisation of cloud computing business models, Paper presented at the Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing, 10.1109/CCGRID.2010.132

Chang, 2016, A resiliency framework for an enterprise cloud, International Journal of Information Management, 36, 155, 10.1016/j.ijinfomgt.2015.09.008

Chang, 2013, The development that leads to the cloud computing business framework, International Journal of Information Management, 33, 524, 10.1016/j.ijinfomgt.2013.01.005

Chang, 2010, A review of cloud business models and sustainability

Chen, 2014, Big data: a survey, Mobile Networks and Applications, 19, 171, 10.1007/s11036-013-0489-0

Chen, 2009, Survey on smart grid technology, Power System Technology, 33, 1

Chourabi, 2012, Understanding smart cities: an integrative framework, Paper presented at the 2012 45th Hawaii International Conference on System Science (HICSS), 10.1109/HICSS.2012.615

Dargie, 2010

Dean, 2008, MapReduce: simplified data processing on large clusters, Communications of the ACM, 51, 107, 10.1145/1327452.1327492

Demirkan, 2013, A smart healthcare systems framework, It Professional, 15, 38, 10.1109/MITP.2013.35

Dobre, 2014, Intelligent services for big data science, Future Generation Computer Systems, 37, 267, 10.1016/j.future.2013.07.014

S.o.C.M.a. Engineering, 2015

Fan, 2013, Mining big data: current status, and forecast to the future, ACM SIGKDD Explorations Newsletter, 14, 1, 10.1145/2481244.2481246

Gani, 2016, A survey on indexing techniques for big data: taxonomy and performance evaluation, Knowledge and Information Systems, 46, 241, 10.1007/s10115-015-0830-y

George, 2011

Gulisano, 2016

Gouveia, 2016, Smart city energy planning: integrating data and tools, Paper presented at the Proceedings of the 25th International Conference Companion on World Wide Web, 10.1145/2872518.2888617

Gubbi, 2013, Internet of Things (IoT): a vision, architectural elements, and future directions, Future Generation Computer Systems, 29, 1645, 10.1016/j.future.2013.01.010

Hashem, 2015, The rise of big data on cloud computing: review and open research issues, Information Systems, 47, 98, 10.1016/j.is.2014.07.006

Hashem, 2016, MapReduce: review and open challenges, Scientometrics, 1

Hawilo, 2014, NFV: state of the art, challenges, and implementation in next generation mobile networks (vEPC), IEEE Network, 28, 18, 10.1109/MNET.2014.6963800

Hollands, 2015, Critical interventions into the corporate smart city, Cambridge Journal of Regions, Economy and Society, 8, 61, 10.1093/cjres/rsu011

Jalali, 2015, Smart city architecture for community level services through the internet of things, Paper presented at the 2015 18th International Conference on Intelligence in Next Generation Networks (ICIN)

Jimenez, 2014, E-government interoperability: linking open and smart government, Computer, 47, 22, 10.1109/MC.2014.281

Jin, 2014, An information framework for creating a smart city through internet of things, IEEE Internet of Things Journal, 1, 112, 10.1109/JIOT.2013.2296516

Ju, 2013, Smart transportation between three phases through a stimulus-responsive functionally cooperating device, Advanced Materials, 25, 2915, 10.1002/adma.201205240

Kang, 2016, MongoDB-Based repository design for IoT-generated RFID/sensor big data, IEEE Sensors Journal, 16, 485, 10.1109/JSEN.2015.2483499

Khan, 2014, Big data: survey, technologies, opportunities, and challenges, The Scientific World Journal, 2014, 8, 10.1155/2014/712826

Kitchin, 2014, The real-time city? Big data and smart urbanism, GeoJournal, 79, 1, 10.1007/s10708-013-9516-8

Kyriazis, 2013, Sustainable smart city IoT applications: heat and electricity management & eco-conscious cruise control for public transportation, Paper presented at the 2013 IEEE 14th International Symposium and Workshops on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)

Lai, 2015

Lee, 2007, A comparative study of wireless protocols: bluetooth, UWB, ZigBee, and Wi-Fi, Paper presented at the 33rd Annual Conference of the IEEE Industrial Electronics Society, 2007. IECON 2007, 10.1109/IECON.2007.4460126

Lohr, 2012, The age of big data, New York Times, 11

Manville, 2014

Meijer, 2015, Governing the smart city: a review of the literature on smart urban governance, International Review of Administrative Sciences

Mell, P., & Grance, T. (2011). The NIST definition of cloud computing.

Morabito, 2015, Big data and analytics for government innovation, 23

Neumeyer, 2010, S4: distributed stream computing platform, Paper presented at the 2010 IEEE International Conference on Data Mining Workshops (ICDMW), 10.1109/ICDMW.2010.172

Operators Network, 2012, Network functions virtualization, an introduction, benefits, enablers, challenges and call for action, Paper presented at the SDN and OpenFlow SDN and OpenFlow World Congress

Ortiz-Rangel, 2015, Towards a smart city: design of a domestic smart grid, Paper presented at the Innovative Smart Grid Technologies Latin America (ISGT LATAM), 2015 IEEE PES, 10.1109/ISGT-LA.2015.7381268

Osterwalder, 2005, Clarifying business models: origins, present, and future of the concept, Communications of the Association for Information Systems, 16, 1

Oualhaj, 2015, A ferry-assisted solution for forwarding function in Wireless Sensor Networks, Pervasive and Mobile Computing, 22, 126, 10.1016/j.pmcj.2015.05.003

Owen, S., Anil, R., Dunning, T., & Friedman, E. (2011). Mahout in action: manning.

Patil, 2012, A survey on routing protocols in Wireless Sensor Networks, Paper presented at the 2012 18th IEEE International Conference on Networks (ICON), 10.1109/ICON.2012.6506539

Rehman, 2015, Mining personal data using smartphones and wearable devices: a survey, Sensors, 15, 4430, 10.3390/s150204430

Roy, 2007, A middleware framework for ambiguous context mediation in smart healthcare application, Paper presented at the Third IEEE International Conference on Wireless and Mobile Computing, Networking and Communications, 2007. WiMOB 2007

STAFF, 2015

Shahrokni, 2014, Big data GIS analytics towards efficient waste management in Stockholm, Paper presented at the Proceedings of the 2014 Conference ICT for Sustainability, 10.2991/ict4s-14.2014.17

Singh, 2014, A survey of internet-of-things: future vision, architecture, challenges and services, Paper presented at the 2014 IEEE World Forum on Internet of Things (WF-IoT), 10.1109/WF-IoT.2014.6803174

Soto, J. A. C., Werner-Kytölä, O., Jahn, M., Pullmann, J., Bonino, D., Pastrone, C., & Spirito, M. (2016). Towards a federation of smart city services.

Su, 2011, Smart city and the applications, Paper presented at the 2011 International Conference on Electronics, Communications and Control (ICECC), 10.1109/ICECC.2011.6066743

Su, 2011, Smart city and the applications, 2011 International Conference on Electronics, Communications and Control (ICECC), 1028, 10.1109/ICECC.2011.6066743

Tene, 2012, Privacy in the age of big data: a time for big decisions, Stanford Law Review Online, 64, 63

Tsai, 2014, Future Internet of Things: open issues and challenges, Wireless Networks, 20, 2201, 10.1007/s11276-014-0731-0

Tsihrintzis, 2016, Vol. 627

Vilajosana, 2013, Bootstrapping smart cities through a self-sustainable model based on big data flows, IEEE Communications Magazine, 51, 128, 10.1109/MCOM.2013.6525605

Willke, 2007

Wood, 2009, Memory buddies: exploiting page sharing for smart colocation in virtualized data centers, Paper presented at the Proceedings of the 2009 ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments, 10.1145/1508293.1508299

Yaqoob, 2016, Information fusion in social big data: Foundations, state-of-the-art, applications, challenges, and future research directions, International Journal of Information Management, 10.1016/j.ijinfomgt.2016.04.014