Towards hybrid online on-demand querying of realtime data with stateful complex event processing

Proceedings - 2013 IEEE International Conference on Big Data, Big Data 2013

Volumn , Issue , 2013, Pages 199-205

  Zhou, Qunzhi ^a   Simmhan, Yogesh ^a   Prasanna, Viktor ^a  

^a University of Southern California   (United States)

Author keywords

big data; complex event processing; inmemory database; semantic web; stream processing

Indexed keywords

BIG DATA; DATA STREAMS; QUERY PROCESSING; SEMANTIC WEB;

BIG DATA APPLICATIONS; COMPLEX EVENT PROCESSING; COMPLEX EVENT PROCESSING (CEP); DATA MANAGEMENT SYSTEM; ENERGY INDUSTRY; INTERACTIVE QUERY PROCESSING; STREAM PROCESSING; SYSTEM ARCHITECTURES;

INFORMATION MANAGEMENT;

EID: 84893284570     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BigData.2013.6691575     Document Type: Conference Paper

References (25)

1. Big data gets real-time. Oracle White Paper, 2013.
2. A. Adi and et al. Complex event processing for financial services. In IEEE Services Computing Workshops, 2006.
3. A. Demers, J. Gehrke and et al. Cayuga: A general purpose event monitoring system. In CIDR, 2007.
4. D. Anicic, S. Rudolph, P. Fodor, and N. Stojanovic. Stream reasoning and complex event processing in etalis. Semantic Web Journal, 2012.
5. N. Backman, R. Fonseca, and U. Ç etintemel. Managing parallelism for stream processing in the cloud. In International Workshop on Hot Topics in Cloud Data Processing, 2012.
6. A. Biem and et al. IBM infosphere streams for scalable, realtime intelligent transportation services. In SIGMOD, 2010.
7. R. Cattell. Scalable sql and nosql data stores. SIGMOD Record, 39(4), 2011.
8. D. Abadi and D. Carney et al. Aurora: a data stream management system. In SIGMOD, 2003.
9. D. Carney, U. Cetintemel and et al. Monitoring streams a new class of data management applications. In VLDB, 2002.
10. H. Garcia-Molina, J. D. Ullman, and J. Widom. Database systems: The complete book. Prentice Hall Press, 2008.
11. D. Gyllstrom, E. Wu, and et. al. SASE: Complex event processing over streams. In the 3rd Conference on Innovative Data Systems Research, 2007.
12. J. Han, E. Haihong, G. Le, and J. Du. Survey on nosql database. In International Conference on Pervasive Computing and Applications (ICPCA), 2011.
13. M. T. Jones. Process real-time big data with twitter storm. IBM Technical Library, 2013.
14. H. Joshi and G. R. Bamnote. Distributed database: A survey. In International Journal Of Computer Science And Applications, 2013.
15. B. Kao and H. Garcia-molina. An overview of real-time database systems. In Advances in Real-Time Systems, 1994.
16. D. Laney. 3D data management: Controlling data volume, velocity, and variety. Technical report, META Group, 2001.
17. S. S. Loesing, M. Hentschel, T. Kraska, and D. Kossmann. Stormy: an elastic and highly available streaming service in the cloud. In Joint EDBT/ICDT Workshops, 2012.
18. S. Suhothayan, K. Gajasinghe and et al. Siddhi: A second look at complex event processing architectures. In ACM GCE Workshop, 2011. http://siddhi. sourceforge.net.
19. K. Shvachko, H. Kuang, S. Radia, and R. Chansler. The hadoop distributed file system. In IEEE Symposium on Mass Storage Systems and Technologies, 2010.
20. Y. Simmhan, S. Aman, A. Kumbhare, R. Liu, S. Stevens, Q. Zhou, and V. Prasanna. Cloud-based software platform for data-driven smart grid management. CiSE, 2013.
21. D. Terry, D. Goldberg, D. Nichols, and B. Oki. Continuous queries over append-only databases. In SIGMOD, 1992.
22. Y. Law and et al. Query languages and data models for database sequences and data streams. In VLDB, 2004.
23. Q. Zhou, S. Natarajan, Y. Simmhan, and V. Prasanna. Semantic information modeling for emerging applications in smart grid. In ITNG, 2012.
24. Q. Zhou, Y. Simmhan, and V. Prasanna. Incorporating semantic knowledge into dynamic data processing for smart power grids. In International Semantic Web Conference, 2012.
25. Q. Zhou, Y. Simmhan, and V. Prasanna. Scepter: Semantic complex event processing across realtime and persistent streams. IEEE Transactions on Computers, 2013. Under review.