Efficient filtering processes for machine-to-machine data based on automation modules and data-Agnostic algorithms

International Journal of Business Process Integration and Management

Volumn 7, Issue 1, 2014, Pages 73-86

  Papageorgiou, Apostolos ^a   Schmidt, Mischa ^a   Song, JaeSeung ^b   Kami, Nobuharu ^c  

^a NEC LABORATORIES EUROPE   (Germany)

^b Sejong University   (South Korea)

^c NEC CORPORATION   (Japan)

Author keywords

Autonomic computing; Big Data; Filtering; M2M; Machine to machine; Platform; Processes

Indexed keywords

EID: 84899580999     PISSN: 17418763     EISSN: 17418771     Source Type: Journal    
DOI: 10.1504/IJBPIM.2014.060606     Document Type: Article

References (22)

1. Agrawal, D., Bernstein, P., Bertino, E., Davidson, S., Dayal, U., Franklin, M., Gehrke, J., Haas, L., Halevy, A., Han, J., Jagadish, H.V., Labrinidis, A., Madden, S., Papakonstantinou, Y., Patel, J.M., Ramakrishnan, R., Ross, K., Shahabi, C., Suciu, D., Vaithyanathan, S. and Widom, J. (2012) Challenges and Opportunities with Big Data, a community white paper developed by leading researchers across the United States [online] http://cra.org/ccc/docs/ init/bigdatawhitepaper.pdf.
2. Alaya, M.B., Matoussi, S., Monteil, T. and Drira, K. (2012) 'Autonomic computing system for self-management of machine-to-machine networks', International Workshop on Self-Aware Internet of Things (Self-IoT '12), pp.25-30, ACM.
3. Boswarthik, D., Elloumi, O. and Hersent, O. (2012) M2M Communications: A Systems Approach, John Wiley & Sons Ltd, UK.
4. Chu, D., Lane, N.D., Lai, T.T-T., Pang, C., Meng, X., Guo, Q., Li, F. and Zhao, F. (2011) 'Balancing energy, latency and accuracy for mobile sensor data classification', in ACM Conference on Embedded Networked Sensor Systems (SenSys '11), pp.54-67, ACM.
5. Dean, J. and Ghemawat, S. (2008) 'MapReduce: simplified data processing on large clusters', ACM Communications, Vol. 51, No. 1, pp.107-113.
6. Ericsson (2011) More than 50 Billion Connected Devices, Ericsson White Paper No. 284 23-3149, pp.1-12.
7. Gatti, M., Herrmann, R., Loewenstern, D., Pinel, F. and Shwartz, L. (2012) 'Domain-independent data validation and content assistance as a service', in IEEE International Conference on Web Services (ICWS '12), pp.407-414, IEEE.
8. Hossain, M.A., Atrey, P.K. and El-Saddik, A. (2011) 'Modeling and assessing quality of information in multisensor multimedia monitoring systems', ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP), Vol. 7, No. 1, pp.3:1-3:30.
9. Kephart, J. and Chess, D. (2003) 'The vision of autonomic computing', Computer, Vol. 36, No. 1, pp.41-50.
10. Laurila, J.K., Gatica-Perez, D., Aad, I., Blom, J., Bornet, O., Do, T., Dousse, O., Eberle, J. and Miettinen, M. (2012) 'The mobile data challenge: Big Data for mobile computing research', in Mobile Data Challenge Nokia Workshop.
11. Manyika, J., Chui, M., Brown, B., Bughin, J., Dobbs, R., Roxburgh, C. and Byers, A.H. (2011) Big Data: The Next Frontier for Innovation, Competition, and Productivity, McKinsey Global Institute, May [online] http://www.mckinsey.com/ mgi/publications/big-data/pdfs/M GI-big-data-full-report.pdf.
12. Matsuda, N., Sato, H., Koseki, S. and Nagai, N. (2011) 'Development of the M2M service platform', NEC Technical Journal, Special Issue on the Network of Things, Vol. 6, No. 4, pp.19-23.
13. Mylyy, O. (2008) RFID Data Management, Aggregation and Filtering, Hasso Plattner Institute Publications, Seminar on RFID Technology.
14. Oracle (2013) Oracle Database 2 Day + Data Warehousing Guide 11g, Release 1 (11.1) [online] http://docs.oracle.com/cd/B28359-01/server.111/b28314/tdpd w-system.htm#CHDFIGHF (accessed December 2013).
15. Papageorgiou, A., Schmidt, M., Song, J. and Kami, N. (2013) 'Smart M2M data filtering using domain-specific thresholds in domain-Agnostic platforms', IEEE International Congress on Big Data (BigData 2013), pp.286-293, IEEE.
16. Stvilia, B., Gasser, L., Twidale, M.B. and Smith, L.C. (2007) 'A framework for information quality assessment', Journal of the American Society for Information Science and Technology, Vol. 58, No. 12, pp.1720-1733.
17. Tan, S.K., Sooriyabandara, M. and Fan, Z. (2011) 'M2M communications in the smart grid: applications, standards, enabling technologies, and research challenges', International Journal of Digital Multimedia Broadcasting, Vol. 2011, pp.1-8.
18. The Broadband Forum (2013) TR-069 Amendment 4, CPE WAN Management Protocol, July [online] http://www.broadbandforum.org/technical/download/TR- 069Amendment-4.pdf (accessed November 2013).
19. Wahle, S., Magedanz, T. and Schulze, F. (2012) 'The OpenMTC framework -M2M solutions for smart cities and the internet of things', in International Symposium on World of Wireless, Mobile and Multimedia Networks (WoWMoM '12), pp.1-3, IEEE.
20. Wedin, O., Bogren, J. and Grabec, I. (2008) Data Filtering Methods, EU Project Deliverable, Roadidea 215455.
21. Wu, G., Talwar, S., Johnsson, K., Himayat, N. and Johnson, K.D. (2011) 'M2M: from mobile to embedded internet', IEEE Communications Magazine, Vol. 49, No. 4, pp.36-43.
22. Zoller, S., Reinhardt, A., Schulte, S. and Steinmetz, R. (2011) 'Scoresheet-based event relevance determination for energy efficiency in wireless sensor networks', in IEEE Conference on Local Computer Networks (LCN), EDAS Conference Services, pp.207-210.