№1, 2011
ОБ ИСПОЛЬЗОВАНИИ СИСТЕМ УПРАВЛЕНИЯ ПОТОКАМИ ДАННЫХ ДЛЯ МОНИТОРИНГА КОМПЬЮТЕРНЫХ СЕТЕЙ
В этой статье рассматриваются некоторые вопросы по обработке потока данных, включая модели потока данных, непрерывной обработки запросов и системы управления потоками данных и возможности использования их в мониторинге компьютерных сетей. (стр. 67-74)
Ключевые слова: анализ IP-трафика, потоки данных, модели потоков данных, непрерывный запрос, системы управления базами данных, системы управления потоками данных.
Литература
- Plagemann, T., Goebel, V., Bergamini, A., Tolu,G., Urvoy-Keller,G., Biersack,E.W.:Using Data Stream Management Systems for Traffic Analysis – A Case Study, Passive and Active Network Measurement, 5th International Workshop, PAM 2004, Antibes Juan-les-Pins, France, April 19-20, 2004, Proceedings, pp. 215–226.
- L. Brownston, R. Farrell, E. Kant, and N. Martin, Programming expert systems in OPS5: an introduction to rule-based programming, Addison-Wesley Longman Publishing Co., Inc. Boston, MA, USA, 1985, 471 p.
- Carney, D., Cetintemel, U., Cherniack, M., Convey, C., Lee, S.,Seidman, G., Stonebraker, M., Tatbul, N., Zdonik, S.,:Monitiring Streams- A New Class of Data Management Applications, Proceedings of the 28th international conference on Very Large Data Bases (2002) (VLDB '02) Conference, Hong Kong, China, 2002, pp. 215–226.
- S. Babu and J. Widom. Continuous queries over data streams. Technical report, Stanford University Database Group, March 2001. Available at http://ilpubs.stanford.edu:8090/527/
- Babcock, B., Babu, S., Datar, M., Motwani, R., Widom, J.: Models and Issues in Data Stream Systems, Proceedings of the Twenty-first ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, June 3-5, Madison, Wisconsin, USA. ACM 2002, pp. 1–16.
- P. Tucker, D. Maier, T. Sheard, L. Fegaras. Enhancing relational operators for querying over punctuated data streams. 2002. www.cse.ogi.edu/dot/niagara/pstream/punctuating.pdf
- A. Gilbert, Y. Kotidis, S. Muthukrishnan and M. Strauss. Surfing wavelets on streams: One pass summaries for approximate aggregate queries. VLDB Journal, 2001, pp.79–88.
- D. Terry, D. Goldberg, D. Nichols, and B. Oki. Continuous queries over append-only databases. In Proc. of the 1992 ACM SIGMOD Intl. Conf. on Management of Data, pp. 321–330.
- A. Arasu, S. Babu, J. Widom. An Abstract Semantics and Concrete Language for Continuous Queries over Streams and Relations. Technical Report, Nov. 2002. http://ilpubs.stanford.edu:8090/563/.
- Y. Zhu, D. Shasha. StatStream: Statistical Monitoring of Thousands of Data Streams in Real Time. In Proc. Int. Conf. on Very Large Data Bases, 2002, pp. 358–369.
- Micheel, J., Braun, H.-W., Graham, I.: Storage and Bandwidth Requirements for Passive Internet Header Traces, Workshop on Network-Related Data Management, in conjunction with ACM SIGMOD/PODS 2001, Santa Barbara, California, USA, May 21-23, 2001.
- The STREAM Group. STREAM: The Stanford Stream Data Manager (short overview paper), IEEE Data Engineering Bulletin, Vol. 26 No. 1, March 2003, pp. 19–26.
- Cranor, C., Johnson, T. Spatcheck, O., Shkapenyuk, V.: Gigascope: A Stream Database for Network Applications, ACM SIGMOD 2003, San Diego, California, USA, June 9–12, 2003, pp. 647-651
- Sailesh Krishnamurthy, Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Samuel R. Madden, Vijayshankar Raman, Fred Reiss, and Mehul A. Shah. TelegraphCQ: An Architectural Status Report. IEEE Data Engineering Bulletin, Vol 26(1), March 2003, pp. 11–18.
- Yunyue Zhu, Dennis Shasha “StatStream: Statistical Monitoring of Thousands of Data Streams in Real Time” VLDB, August, 2002. pp. 358–369.
- Mark Sullivan: Tribeca: A System for Managing Large Databases of Network Traffic, USENIX Annual Technical Conference (NO 98), June 15-19,1998, pp. 13–24.
