Browse > Article
http://dx.doi.org/10.9708/jksci.2010.15.8.001

Development of the Performance Benchmark Tool for Data Stream Management Systems Combined with DBMS  

Kim, Gyoung-Bae (서원대학교 컴퓨터교육과)
Abstract
Many applications of DSMS(Data Stream Management System) require not only to process real-time stream data efficiently but also to provide high quality services such as data mining and data warehouse combining with DBMS(Database Management System) to users. In this paper we execute the performance benchmark of the combined system of DSMS and DBMS that is developed for high quality services. We use the stream data of network monitoring application system and combine the traditional representative DSMSs and DBMSs in a single system for the performance testing. We develop the total performance benchmark tool implementing JAVA language for the our testing. For our performance testing, we combine DSMS such as STREAM and Coral8 and DBMS such MySQL and Oracle10g respectively.
Keywords
DSMS; performance benchmark tool; stream data;
Citations & Related Records
연도 인용수 순위
  • Reference
1 Babcock, B. et al., "Models and Issues in Data Stream Systems," PODS2002, pp. 1-16, 2002.
2 Motwani, R. et al., "Query Processing, Approximation, and Resource Management in a Data Stream Management System," In Proc. the First BiennialConf. on Innovative Data Systems Research, Asiloma, California, pp. 245-256, Jan. 2003.
3 A. Arasu, B. Babcock, S. Babu, J. Cieslewicz, M. Datar, K. Ito, R. Motwani, U. Srivastava and J. Widom, "Stream: The Stanford Data Stream Management System," in IEEE Data Engineering Bulletin, vol. 4(1), pp.19-26, 2003.
4 S. Chandrasekaran, O. Copper, A. Deshpande, M. J. Franklin, H. Joseph M, W. Hong, S. Krishnamurthy, S. Madden, V. Raman, F. Reiss and M. Shah, "TelegraphCQ: Continuous Dataflow Processing for an Uncertain World," in Proceedings of the Conference on Innovative Data Systems Research, pp.11-18, 2003.
5 Zdonik, S. et al., "The Aurora and Medusa Projects," IEEE Data Engineering Bulletin, Vol. 26, No. 1, pp. 3-10, 2003.
6 Jianjun Chen, David J. DeWitt, Feng Tian and Yuan Wang, "NiagaraCQ: A calable Continuous Query Stream for Internet Databases," ACM SIGMOD Record, pp.379-390, 2000.
7 M. A. Hammad, M. F. Mokbel, M. H. Ali, W. G. Aref, A. C. Catlin, A. K. Elmagarmid, M. Eltabakh, M. G. Elfeky, T. M. Ghanem, R. Gwadera, I. F. Ilyas, M. Marzouk, and X. Xiong. "Nile: A Query Processing Engine for Data Streams", In ICDE, p.851, 2004.
8 http://www.coral8.com
9 http://www/streambase.com
10 Mohamed F. Mokbel , Xiaopeng Xiong, Moustafa A. Hammad , Walid G. Aref, "Continuous Query Processing of Spatio-Temporal Data Streams in PLACE," Geoinformatica, v.9 n.4, p.343-365, 2005.   DOI   ScienceOn
11 이충호, 안경환, 이문수, 김주완, "u-GIS 공간정보 기술동향," 전자통신동향분석, 제 22권, 제 3호, 110-123쪽, 2007년.
12 Frederick Reiss, Kurt Stockinger, Kesheng Wu, Arie Shoshani, Joseph M. Hellerstein, "Enabling Real-Time Querying of Live and Historical Stream Data," Proceedings of the 19th International Conference on Scientific and Statistical Database Management, p.28, July 09-11, 2007.
13 http://www.tpc.org
14 Navendu Jain, Lisa Amini, Henrique Andrade, Richard King, Yoonho Park, Philippe Selo, Chitra Venkatramani, "Design, implementation, and evaluation of the linear road benchmark on the stream processing core," Proceedings of the ACM SIGMOD Conference, pp.431-442, 2006.
15 Golab, L. and Ozsu, M. T., "Issues in Data Stream Management," ACM SIGMOD Record, Vol. 32, No. 2, pp. 5-14, 2003.   DOI   ScienceOn
16 F. Reiss and J. Hellerstein. "Data Triage: An Adaptive Architecture for Load Shedding in TelegraphCQ," In IEEE ICDE Conference, pp.155-156, April 2005.
17 Coral8, "Guide to Evaluating Complex Event Processing Engines," http://www.coral8.com/system/files/assets/pdf/GuideToEvaluatingCEP Engines.pdf
18 http://www.mysql.org
19 A. Arasu, M. Cherniack, E. Galvez, D. Maier, A. Maskey, E. Ryvkina, M. Stonebraker, and R. Tibbetts, "Linear Road: A Stream Data Management Benchmark," VLDB 2004, pp.480-491, 2004.
20 http://datalab.cs.pdx.edu/niagara/NEXMark/
21 http://www.oracle.com