IoT analytics: Collect, process, analyze, and present massive amounts of operational data - Research and innovation challenges

Building the Hyperconnected Society: Internet of Things Research and Innovation Value Chains, Ecosystems and Markets

Volumn , Issue , 2015, Pages 221-260

  Barnaghi, Payam ^b   Bauer, Martin ^h   Biswas, Abdur Rahim ^c   Botterman, Maarten ⁱ   Cheng, Bin ^h   Cirillo, Flavio ^h   Dillinger, Markus ^g   Graux, Hans ^j   Hoseinitabatabaie, Seyed Amir ^b   Kovacs, Ernö ^h   Longo, Salvatore ^h   Nunna, Swaroop ^g   Paulin, Alois ^e   Venkatesha Prasad, R R ^d   Soldatos, John ^a   Thuemmler, Christoph ^e   Volk, Mojca ^f  

^a ATHENS INFORMATION TECHNOLOGY   (Greece)

^b UNIVERSITY OF SURREY   (United Kingdom)

^c CREATE NET   (Italy)

^d DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

^e EDINBURGH NAPIER UNIVERSITY   (United Kingdom)

^f UNIVERSITY OF LJUBLJANA   (Slovenia)

^g EUROPEAN RESEARCH CENTER   (Germany)

^h NEC CORPORATION   (Japan)

ⁱ GNKS Consult   (Netherlands)

^j Timelex   (Belgium)

more..

Author keywords

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EID: 85029023065     PISSN: None     EISSN: None     Source Type: Book    
DOI: None     Document Type: Chapter

References (43)

1. P. Barnaghi, A. Sheth, and C. Henson. 'From Data to Actionable Knowledge: Big Data Challenges in the Web of Things', IEEE Intelligent Systems, vol. 28, no. 6, pp. 6-11, Nov/Dec. 2013
2. J. Gama, I. Zliobaite, A. Bifet, M. Pechenizkiy, A. Bouchachia. 'Asurvey on concept drift adaptation', ACM Computer Surveys 46, 4, article 44, 2014
3. P. Barnaghi et al. I. Borthwick. (editor), 'Digital Technology Adoption in the Smart Built Environment', IET Sector Technical Briefing, The Institution of Engineering and Technology (IET), Technical report, March 2015
4. H. Karl and A.Willig. 'Protocols and Architectures forWireless Sensor Networks', Wiley-Blackwell, 2007
5. S. Nastic, S. Sehic, H. L. Truong, S. Dustdar. 'Provisioning Softwaredefined IoT Cloud Systems', The 2nd Int. Conf. on Future Internet of Things and Cloud (FiCloud-2014), 2014
6. M. Compton et al, 'The SSN ontology of the W3C semantic sensor network incubator group', Web Semantics: Science, Services and Agents on the World Wide Web, vol. 17, pp. 25-32, 2012
7. J. Lin, E. Keogh, S. Lonardi. et al., 'A Symbolic Representation of Time Series, with Implications for Streaming Algorithms', Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge, 2003, pp. 2-11
8. Y. Bengio, A. Courville, P.Vincent. 'Representation Learning:AReview and New Perspectives', IEEE Trans. PAMI, special issue Learning Deep Architectures, 2013
9. P. Barnaghi, A. Sheth, A. Singh, M. Hauswirth. 'Physical-Cyber-Social Computing: Looking Back, Looking Forward', Guest Editors Introduction, IEEE Internet Computing, May/June, 2015
10. Cisco, 'Cisco Visual Networking Index: Global Mobile Data Traffic Forecast Update 2014-2019 White Paper' 03-Feb-2015. [Online].Available: http://www.cisco.com/c/en/us/solutions/collateral/service-provider /visual-networking-index-vni/white paper c11-520862.html. [Accessed: 23-May-2015]
11. HM Government, 'Personalised health and care 2020: a framework for action' 13-Nov-2014. [Online].Available: https://www.gov.uk/gover nment/publications/personalised-health-and-care-2020/using-data-and-t echnology-to-transform-outcomes-for-patients-and-citizens. [Accessed: 23-May-2015]
12. A. Bassi, M. Bauer, M. Fiedler, T. Kramp, R. van Kranenburg, S. Lange, and S. Meissner, Eds., Enabling things to talk: designing IoT solutions with the IoT architectural reference model; [Iot-A, Internet of things-architecture]. Heidelberg: Springer, 2013
13. H. R. Schindler, J. Cave, N. Robinson, V. Horvath, P. Hackett, S. Gunashekar, M. Botterman, S. Forge, and H. Graux, Europe's policy options for a dynamic and trustworthy development of the Internet of Things: SMART 2012/0053. Santa Monica, CA: RAND Corporation, 2013
14. EC: European Political Strategy Centre, 'Ethics, science and technology' 25-Mar-2015. [Online].Available: http://ec.europa.eu/epsc/ege en.htm. [Accessed: 23-May-2015]
15. E. Niehaus, M. Herselman, and A. N. Babu, 'Principles of Neuroempiricism and generalization of network topology for health service delivery' Indian J. Med. Inform., vol. 4, no. 1, 2009
16. O. Ferrer-Roca, R. Tous, and R. Milito, 'Big and Small Data: The Fog' 2014, pp. 260-261
17. C. Thuemmler, J. Mueller, S. Covaci, T. Magedanz, S. de Panfilis, T. Jell, and A. Gavras, 'Applying the Software-to-Data Paradigm in Next Generation E-Health Hybrid Clouds' in Proceedings of the 2013 10th International Conference on Information Technology: New Generations, Washington, DC, USA, 2013, pp. 459-463
18. S. Nunna, A. Kousarida, M. Ibrahim, M. Dillinger, C. Thuemmler, H. Feussner, and A. Schneider, 'Enabling Real-Time Context-Aware Collaboration through 5G and Mobile Edge Computing' in Proceedings of Information Technology New Generations 2015, 2015
19. R. Vargheese and H. Dahir, 'An IoT/IoE enabled architecture framework for precision on shelf availability: Enhancing proactive shopper experience' 2014, pp. 21-26
20. N. Khan, 'Fog Computing: Better Solutions for IT' Int. J. Eng. Tech. Res., vol. 3, no. 2, Feb. 2015
21. R. Bond, 'Big Data and Healthcare' Charles Russell Speachlys. [Online].Available: http://www.charlesrussellspeechlys.com/updates/pu blications/commercial-new/big-data-and-healthcare/?UTM SOURCE= MONDAQ&UTM MEDIUM=SYNDICATION&UTM CAMPAIGN= VIEW-ORIGINAL. [Accessed: 23-May-2015]
22. Deloitte, 'Big data revolution: six trends unlocking the power of health care analytics' A view from the Center, 10-Feb-2014. [Online]. Available: http://blogs.deloitte.com/centerforhealthsolutions/2014/02/big-dat a-revolution-six-trends-unlocking-the-power-of-health-care-analytics.ht ml#.VWB75HuJgb4. [Accessed: 23-May-2015]
23. C. Tan, L. Sun, and K. Liu, 'Big Data Architecture for Pervasive Healthcare: A Literature Review' presented at the 23rd European Conference on Information Systems, Muenster, 2015
24. MarketsAndMarkets, 'Healthcare Mobility Solutions Market by Products & Services (Mobile Devices, Mobile Apps, Enterprise Platforms), Application (Patient Care, Operations, Workforce Management), End Users (Payers, Providers, Patients)-Global Forecast to 2020' May 2015
25. MarketsAndMarkets, 'Global Healthcare Cloud Computing Market worth $5.4 Billion by 2017' [Online].Available: http://www.marketsand markets.com/PressReleases/cloud-computing-healthcare.asp
26. F. Fernandez and G. C. Pallis. 'Opportunities and challenges of the Internet of Things for healthcare: Systems engineering perspective' in Wireless Mobile Communication and Healthcare (Mobihealth), 2014 EAI 4th International Conference on, 2014, pp. 263-266
27. A. Banafa, 'Fog Computing: From the Center to the Edge of the Cloud' New Trends in Hi Tech, 22-Aug-2014
28. M. Ectors, 'Fog Computing Might Save Operators From an IoT Data Tsunami' DZone: Smart Content for Tech Professionals, 07-Feb-2014
29. Data Protection Working Party, 'Opinion 4/2007 on the concept of personal data' 20-Jun-2007
30. A. Paulin. 'Towards Self-Service Government-A Study on the Computability of Legal Eligibilities' J. Univers. Comput. Sci., vol. 19, no. 12, pp. 1761-1791, Jun. 2013
31. E. Bertino, G. Ghinita, and A. Kamra. Access control for databases concepts and systems. Boston: Now, 2011
32. A. Paulin, 'Towards the Foundation for Read-Write Governance of Civilizations' in Third International Conference on Software, Services and Semantic Technologies S3T 2011, vol. 101, D. Dicheva, Z. Markov, and E. Stefanova, Eds. Berlin, Heidelberg: Springer, 2011, pp. 95-102
33. A. Paulin and T. Welzer. 'A Universal System for Fair Non-Repudiable Certified e-Mail without a Trusted Third Party' Comput. Secur., 2013
34. L. Sanchez, R. Ramdhany, A. Gluhak, S. Krco, E. Theodoridis, D. Pfisterer, L. Muñoz; J. A. Galache, P. Sotres, J. R. Santana, V. Gutierrez. SmartSantander: IoT Experimentation over a Smart City Testbed
35. NEC public safety whitepaper [Online]: http://www.nec.com/en/global/ solutions/safety/pdf/Safer Cities WP.pdf
36. Chan, Antoni B., Z-SJ Liang, and NunoVasconcelos. 'Privacy preserving crowd monitoring: Counting people without people models or tracking' IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008
37. NEC IoT Broker component [Online]: https://github.com/Aeronbroker/ Aeron
38. M. Bauer and S. Longo. 'Geographic Service Discovery for the Internet of Things' Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services. Springer International Publishing, 2014. 424-431
39. Cisco IoT Forecast [Online]: http://share.cisco.com/internet-ofthings.html
40. H. Soliman, K. Sudan, A. Mishra. A smart forest-fire early detection sensory system: Another approach of utilizing wireless sensor and neural networks, IEEE Sensors, vol., no., pp. 1900, 1904, 1-4 Nov. 2010
41. NEC water leak detection service [Online]: http://www.nec.com/en/ global]/solutions/waterloss-management/
42. G. Orwell. Nineteen Eighty-Four. A novel. London: Secker & Warburg, 1949
43. G. Farvell., http://www.csmonitor.com/Commentary/Monitor-Political-Cartoons, retrieved 10 Jan. 2015