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The role of big data, cloud computing and IoT to make cities smarter

Krishna Kumar Mohbey
2017 International Journal of Society Systems Science  
This paper, reviews the role of big data, cloud computing and IoT support smart cities. In addition, it identifies different perspectives, challenges and use of these technologies.  ...  It reduces costs and resource consumption as well as more effective use of them. To enhance smart city services, big data, cloud computing and internet of things (IoT) plays a huge potential role.  ...  In this paper, I have discussed the cloud based big data analytics for smart future cities.  ... 
doi:10.1504/ijsss.2017.083615 fatcat:odmb6vn2u5eetj4wq5ce5wfl5q

The role of big data in smart city

Ibrahim Abaker Targio Hashem, Victor Chang, Nor Badrul Anuar, Kayode Adewole, Ibrar Yaqoob, Abdullah Gani, Ejaz Ahmed, Haruna Chiroma
2016 International Journal of Information Management  
This study can serve as a benchmark for researchers and industries for the future progress and development of smart cities in the context of big data.  ...  The combination of the IoT and big data is an unexplored research area that has brought new and interesting challenges for achieving the goal of future smart cities.  ...  The future business model and architecture with the aim of managing big data for smart city were also proposed, and the applications of the smart cities in which big data analytics can play an important  ... 
doi:10.1016/j.ijinfomgt.2016.05.002 fatcat:bphwojox7zft5kgpjjo6ee4pgy

Towards cloud based big data analytics for smart future cities

Zaheer Khan, Ashiq Anjum, Kamran Soomro, Muhammad Atif Tahir
2015 Journal of Cloud Computing: Advances, Systems and Applications  
This paper presents a theoretical and experimental perspective on the smart cities focused big data management and analysis by proposing a cloud-based analytics service.  ...  A prototype has been designed and developed to demonstrate the effectiveness of the analytics service for big data analysis.  ...  Acknowledgements We acknowledge early discussion and feedback on architectural components from Dr. Saad Liaquat of the University of the West of England, Bristol, UK.  ... 
doi:10.1186/s13677-015-0026-8 fatcat:oncr53ekdzddrkcrk7lx3uuomm

Enabling Cognitive Smart Cities Using Big Data and Machine Learning: Approaches and Challenges

Mehdi Mohammadi, Ala Al-Fuqaha
2018 IEEE Communications Magazine  
Moreover, the high dynamical nature of smart cities calls for new generation of machine learning approaches that are flexible and adaptable to cope with the dynamicity of data to perform analytics and  ...  We also propose a three-level learning framework for smart cities that matches the hierarchical nature of big data generated by smart cities with a goal of providing different levels of knowledge abstractions  ...  We reviewed state-of-the-art methods and approaches that embrace smart city big data toward future cognitive smart cities.  ... 
doi:10.1109/mcom.2018.1700298 fatcat:b2tijduyjfcrrgabnkitkccboy

SciCloud: A Scientific Cloud and Management Platform for Smart City Data

Xiufeng Liu, Per Sieverts Nielsen, Alfred Heller, Panagiota Gianniou
2017 2017 28th International Workshop on Database and Expert Systems Applications (DEXA)  
The pervasive use of Internet of Things and smart meter technologies in smart cities increases the complexity of managing the data, due to their sizes, diversity, and privacy issues.  ...  SciCloud provides on-demand computing resource provisions, a scalable data management platform and an in-place data analytics environment to support the scientific research using smart city data.  ...  The infrastructure components are partly supported by the Danish Electronic Infrastructure (DeIC) through the project "Science Cloud for Cities".  ... 
doi:10.1109/dexa.2017.22 dblp:conf/dexaw/LiuNHG17 fatcat:q63hpamxaveord7kg44wmyiekq

Emerging Trends, Issues, and Challenges in Big Data and Its Implementation toward Future Smart Cities

Guangjie Han, Mohsen Guizani, Jaime Lloret, Sammy Chan, Liangtian Wan, Wael Guibene
2017 IEEE Communications Magazine  
To achieve precise big data analytics and make real-time decisions for future smart cities, it is challenging to efficiently deliver huge amounts of collected data to the processing servers.  ...  ., in "Software-Defined Networks with Mobile Edge Computing and Caching for Smart Cities: A Big Data Deep Reinforcement Learning Approach," propose an integrated framework that can enable dynamic orchestration  ... 
doi:10.1109/mcom.2017.8198795 fatcat:qcjdhylusjfrbfm7pi6vtulbji

The Smart Triad : Big Data Analytics , Cloud Computing and Internet of Things to shape the Smart Home, Smart City, Smart Business & Smart Country

2019 International journal of recent technology and engineering  
Big data analytics, cloud computing & internet of things are a smart triad which have started shaping our future towards smart home, city, business, country.  ...  The source of big data at different connected electronic devices is stored on cloud server for analytics.  ...  This convolution of big data analytics, cloud computing and internet of things in this era will drive us towards living in smart home, work at smart office, live in smart city, country and even do smart  ... 
doi:10.35940/ijrte.b1449.0982s1119 fatcat:dzku2g25arhr7onk5lzojwfbse


Slavko Arsovski
2019 Proceedings on Engineering Sciences  
In Japan is process for achieving a "Super-Smart Society" as fifth stage of society's development.  ...  Through analysis elements of Society 5.0 are emphasized four main carracteristics: (1) optimising society as a whole with integration of cyber space and physical space, (2) using data as a new resource  ...  IoT Platforms Device clouds Social services Human interfaces Big Data Analytics Cloud services IoT Data Services Device Connectivity Platform Industrial Systems and Protocols  ... 
doi:10.24874/pes01.02.081 fatcat:wsrfornppnftdj3emkerbltzde

The core enabling technologies of big data analytics and context-aware computing for smart sustainable cities: a review and synthesis

Simon Elias Bibri, John Krogstie
2017 Journal of Big Data  
In addition, relatively little attention has been given to the integration of big data analytics and context-aware computing as advanced forms of ICT in the context of smart sustainable cities.  ...  In doing so, we develop, elucidate, and evaluate the most relevant frameworks pertaining to big data analytics and context-aware computing in the context of smart sustainable cities, bringing together  ...  The core enabling technologies of big data analytics and context-aware computing for smart sustainable cities of the future Like other application areas to which big data analytics and context-aware computing  ... 
doi:10.1186/s40537-017-0091-6 fatcat:tuoghrgbtzdflkrfb3ddcac6x4

The anatomy of the data-driven smart sustainable city: instrumentation, datafication, computerization and related applications

Simon Elias Bibri
2019 Journal of Big Data  
This paucity of research pertains particularly to the untapped potential of big data technologies and their novel applications for advancing sustainability in the context of smart sustainable cities [8  ...  Second, it highlights and substantiates the great potential of big data technology for enabling such contribution by identifying, synthesizing, distilling, and enumerating the key practical and analytical  ...  As far as research centers and innovation labs are concerned, they are associated with research and innovation for the purpose of developing and disseminating urban intelligence functions.  ... 
doi:10.1186/s40537-019-0221-4 fatcat:2wsib6yi3bfbzfaxjqlidsfiwe

A Comparison of Smart City Development and Big Data Analytics Adoption Approaches

Zohreh Pourzolfaghar, Christian Bremser, Markus Helfert, Gunther Piller
2018 Proceedings of the 7th International Conference on Smart Cities and Green ICT Systems  
This paper intends to elucidate the similarities between smart city development and big data analytics adoption.  ...  Consequently, the number of organisational big data initiatives and efforts to implement smart city concepts are increasing.  ...  ACKNOWLEDGEMENTS This work was supported by the Science Foundation Ireland grant "13/RC/2094" and co-funded under the European Regional Development Fund through the Southern & Eastern Regional Operational  ... 
doi:10.5220/0006674501570164 dblp:conf/smartgreens/PourzolfagharBH18 fatcat:puq4qrgs2rd5javeofc3s4mrf4

Cloud Support Data Management Infrastructure for Upcoming Smart Cities

Muhannad Quwaider, Mahmoud Al-Alyyoub, Yaser Jararweh
2016 Procedia Computer Science  
This paper presents a novel large scale data management model for future smart cities.  ...  Then, a MEC framework is used to explore the data management infrastructure for upcoming smart cities.  ...  Towards cloud based big data analytics for smart future cities has been introduced in 1 .  ... 
doi:10.1016/j.procs.2016.04.257 fatcat:iloqwhq53nc5llaprofigi56nq

IoT and Big Data Applications in Smart Cities: Recent Advances, Challenges, and Critical Issues

Marieh Talebkhah, Aduwati Sali, Mohsen Marjani, Meisam Gordan, Shaiful Jahari Hashim, Fakhrul Zaman Rokhani
2021 IEEE Access  
Thus, Big Data analytics should be integrated into a smart city environment.  ...  In this regard, the examination of Big Data analytical systems and their integration into smart cities sounds crucial.  ... 
doi:10.1109/access.2021.3070905 fatcat:dk2x3epdyvh43jmu7sptpcvl3e

Review of the Complexity of Managing Big Data of the Internet of Things

David Gil, Magnus Johnsson, Higinio Mora, Julian Szymański
2019 Complexity  
Complexity arises from several aspects of the Big Data life cycle, such as gathering data, storing them onto cloud servers, cleaning and integrating the data, a process involving the last advances in ontologies  ...  Finally, we also point the reader to the state-of-the-art literature for further in-depth studies, and we present the major trends for the future.  ...  Acknowledgments The authors acknowledge the support from the research center Internet of Things and People (IOTAP) at Malmö University in Sweden.  ... 
doi:10.1155/2019/4592902 fatcat:ltxfdzaqvnfq7ajyj3nufm65re

Fog Computing for Smart Cities' Big Data Management and Analytics: A Review

Elarbi Badidi, Zineb Mahrez, Essaid Sabir
2020 Future Internet  
The new and emerging paradigms of edge and fog computing promise to address big data storage and analysis in The field of smart cities.  ...  We specifically describe The design of a fog-based data pipeline to address The issues of latency and network bandwidth required by time-sensitive smart city applications.  ...  [68] investigated The issue of smart grid big data analytics in The cloud.  ... 
doi:10.3390/fi12110190 fatcat:i3ziazyorve2rc2zvhxzskirhm
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