Approximation trade-offs in Markovian stream processing: An empirical study

Proceedings - International Conference on Data Engineering

Volumn , Issue , 2010, Pages 936-939

  Letchner, Julie ^a   Ré, Christopher ^b   Balazinska, Magdalena ^a   Philipose, Matthai ^c  

^a UNIVERSITY OF WASHINGTON   (United States)

^b University of Wisconsin   (United States)

^c INTEL RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO SIGNAL; DATA SETS; DISCRETE LOCATION; EMPIRICAL STUDIES; GPS DATA; MARKOVIAN STREAM; MINIMAL EFFECTS; ORDERS OF MAGNITUDE; QUERY RESULTS; REAL-WORLD;

HYDRAULICS;

SEMANTICS;

EID: 77952761680     PISSN: 10844627     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDE.2010.5447926     Document Type: Conference Paper

References (15)

1. A. Deshpande and S. Madden. MauveDB: supporting model-based user views in database systems. In Proc. of the SIGMOD Conf., pages 73-84, 2006.
2. IDC. The expanding digital universe: A forecast of worldwide information growth through 2010. An IDC White Paper sponsored by EMC., March 2007.
3. B. Kanagal and A. Deshpande. Efficient query evaluation over temporally correlated probabilistic streams. In Proc. of the 25th ICDE Conf., pages 1315-1318, 2009.
4. J. Letchner, C. Ré, M. Balazinska, and M. Philipose. Access methods for markovian streams. In Proc. of the 25th ICDE Conf., 2009.
5. J. Letchner, C. Ré, M. Balazinska, and M. Philipose. Approximation trade-offs in a markovian streamm warehouse: An empirical study. Technical Report #UW-CSE-09-07-103, University of Washington, July 2009.
6. E. Lo et al. Olap on sequence data. In J. T.-L. Wang, editor, Proc. of the SIGMOD Conf., pages 649-660. ACM, 2008.
7. D. J. Patterson, D. Fox, H. A. Kautz, and M. Philipose. Fine-grained activity recognition by aggregating abstract object usage. In Proc. of the ISWC Conf., pages 44-51, 2005.
8. C. Ré, J. Letchner, M. Balazinska, and D. Suciu. Event queries on correlated probabilistic streams. In Proc. of the SIGMOD Conf., pages 715-728, 2008.
9. RFID Journal. Hospital gets ultra-wideband RFID. http://www.rfidjournal. com/article/view/1088/1/1, Aug. 2004.
10. Y. Rubner, C. Tomasi, and L. J. Guibas. A metric for distributions with applications to image databases. In Proc. of the ICCV Conf., pages 59-66, 1998.
11. S. J. Russell and P. Norvig. Artificial intelligence : a modern approach. Prentice Hall, 2nd edition, 2003.
12. Z. Shen, H. Kawashima, and H. Kitagawa. Probabilistic event stream processing with lineage. In Proc. of Data Engineering Workshop, 2008.
13. T. Tran, C. Sutton, R. Cocci, Y. Nie, Y. Diao, and P. Shenoy. Probabilistic inference over rfid streams in mobile environments. In Proc. of the 25th ICDE Conf., 2009.
14. University of Washington. RFID Ecosystem. http://rfid.cs.washington.edu/.
15. R. Yan, A. Hauptmann, and C. Rong Jin. Image and Video Retrieval, chapter Multimedia Search with Pseudo-Relevance Feedback, pages 649-654. Lecture Notes in Computer Science. Springer Berlin / Heidelberg, 2003.