Algorithms and metrics for processing multiple heterogeneous continuous queries

ACM Transactions on Database Systems

Volumn 33, Issue 1, 2008, Pages

  Sharaf, Mohamed A ^a,b   Chrysanthis, Panos K ^a,b   Labrinidis, Alexandros ^a,b   Pruhs, Kirk ^a,b  

^a UNIVERSITY OF PITTSBURGH   (United States)

^b University of Pittsburgh   (United States)

Author keywords

Continuous queries; Data stream management system; Operator scheduling

Indexed keywords

CONTINUOUS QUERIES; DATA STREAM MANAGEMENT SYSTEM; OPERATOR SCHEDULING;

ALGORITHMS; DATABASE SYSTEMS; ONLINE SYSTEMS; QUALITY OF SERVICE; SCHEDULING;

QUERY PROCESSING;

EID: 41549138276     PISSN: 03625915     EISSN: 15574644     Source Type: Journal    
DOI: 10.1145/1331904.1331909     Document Type: Article

References (34)

1. ACHARYA, S. AND MUTHUKRISHNAN, S. 1998. Scheduling on-demand broadcasts: New metrics and algorithms. In Proceedings of the ACMI IEEE International Conference on Mobile Computing and Networking (MobiCom).
2. AKSOY, D. AND FRANKLIN, M. 1999. RxW: A scheduling approach for large-scale on-demand data broadcast. IEEE/ACM Trans. Network. 7, 6, 846-860.
3. AVNUR, R. AND HELLERSTEIN, J. M. 2000. Eddies: Continuously adaptive queiy processing. In Proceedings of the ACM SIGMOD International Conference on Management of Data.
4. BABCOCK, B., BABU, S., DATAR, M., AND MOTWANI, R. 2003. Chain: Operator scheduling for memory minimization in data stream systems. In Proceedings of the ACM SIGMOD International Conference on Management of Data.
5. BABCOCK, B., BABU, S., DATAR, M., MOTWANI, R., AND THOMAS, D. 2004. Operator scheduling in data stream systems. Int. J. VLDB 13, 4.
6. p norm: A rising tide lifts all boats. In Proceedings of the ACM Symposium on Theory of Computing (STOC).
7. BENDER, M. A., CHAKRABARTI, S., AND MUTHUKRISHNAN, S. 1998. Flow and stretch metrics for scheduling continuous job streams. In Proceedings of the ACM Symposium on Discrete Algorithms (SODA).
8. CARNEY, D., CETINTEMEL, U., CHERNIACK, M., CONVEY, C., LEE, S., SEIDMAN, G., STONEBRAKER, M., TATBUL, N., AND ZDONIK, S. 2002. Monitoring streams: A new class of data management applications. In Proceedings of the Very Large Data Bases Conference (VLDB).
9. CARNEY, D., CETINTEMEL, U., RASIN, A., ZDONIK, S., CHERNIACK, M., AND STONEBRAKER, M. 2003. Operator scheduling in a data stream manager. In Proceedings of the Very Large Data Bases Conference (VLDB).
10. CHANDRASEKARAN, S., COOPER, O., DESHPANDE, A., FRANKLIN, M. J., HELLERSTEIN, J. M., HONG, W., KRISHNAMURTHY, S., MADDEN, S., RAMAN, V., REISS, F., AND SHAH, M. A. 2003. TelegraphCQ: Continuous Dataflow Processing for an Uncertain World. In Proceedings of the Biennial Conference on Innovative Data Systems Research (CIDR).
11. CHEN, J., DEWITT, D. J., AND NAUGHTON, J. F. 2002. Design and evaluation of alternative selection placement strategies in optimizing continuous queries. In Proceedings of the International Conference on Data Engineering (ICDE).
12. CRANOR, C., JOHNSON, T., SPATASCHEK, O., AND SHKAPENYUK, V. 2003. Gigascope: A stream database for network applications. In Proceedings of the ACM SIGMOD International Conference.
13. FAGIN, R., LOTEM, A., AND NAOR, M. 2001. Optimal aggregation algorithms for middleware. In Proceedings of the ACM Symposium on Principles of Database System,s (PODS).
14. GOLAB, L. AND OZSU, M. T. 2003. Processing sliding window multi-joins in continuous queries over data streams. In Proceedings of the Very Large Data Bases Conference (VLDB).
15. HAMMAD, M., FRANKLIN, M., AREF, W., AND ELMAGARMID, A. K. 2003. Scheduling for shared window joins over data streams. In Proceedings of the Very Large Data Bases Conference (VLDB).
16. HAMMAD, M. A., MOKBEL, M. F., ALI, M. H., AREF, W. G., CATLIN, A. C., ELMAGARMID, A. K., ELTABAKH, M., ELFEKY, M. G., GHANEM, T. M., GWADERA, R., ILYAS, I. F., MARZOUK, M., AND XIONG, X. 2004. Nile: A query processing engine for data streams. In Proceedings of the International Conference on Data Engineering (ICDE).
17. JACOBSON, V. 1988. Congestion avoidance and control. In Proceedings of the ACM SIGCOMM International Conference on Communications Architectures and Protocols.
18. KANG, J., NAUGHTON, J. F., AND VIOLAS, S. D. 2003. Evaluating window joins over unbounded streams. In Proceedings of the International Conference on Data Engineering (ICDE).
19. LI, J., MAIER, D., TUFTE, K., PAPADIMOS, V., AND TUCKER, P. A. 2005. No pane, no gain: efficient evaluation of sliding-window aggregates over data streams. SIGMOD Record 34, 1, 39-44.
20. MADDEN, S., SHAH, M. A., HELLERSTEIN, J. M., AND RAMAN, V. 2002. Continuously adaptive continuous queries over streams. In Proceedings of the ACM SIGMOD International Conference on Management of Data.
21. MEHTA, M. AND DEWITT, D. J. 1993. Dynamic memory allocation for multiple-query workloads. In Proceedings of the Very Large Data Bases Conference (VLDB).
22. MOTWANI, R., WIDOM, J., ARASU, A., BABCOCK, B., BABU, S., DATAR, M., MANKU, G., OLSTON, C., ROSENSTEIN, J., AND VARMA, R. 2003. Query processing, resource management, and approximation in a data stream management system. In Proceedings of the Biennial Conference on Innovative Data Systems Research (CIDR).
23. MUTHUKRISHNAN, S., RAJARAMAN, R., SHAHEEN, A., AND GEHRKE, J. E. 1999. Online scheduling to minimize average stretch. In Proceedings of the IEEE Symposium on Foundations of Computer Science (FOCS).
24. SELLIS, T. K. 1988. Multiple-query optimization. ACM Trans. Datab. Syst. 13, 1.
25. SHARAF, M. A. 2007. Metrics and algorithms for processing multiple continuous queries. Ph.D. thesis, University of Pittsburgh.
26. SHARAF, M. A., CHRYSANTHIS, P. K., AND LABRINIDIS, A. 2005. Preemptive rate-based operator scheduling in a data stream management system. In Proceedings of the 3rd ACS/IEEE International Conference on Computer Systems and Applications (AICCSA'05). Cairo, Egypt.
27. SHARAF, M. A., CHRYSANTHIS, P. K., LABRINIDIS, A., AND PRUHS, K. 2006. Efficient scheduling of heterogeneous continuous queries. In Proceedings of the Very Large Data Bases Conference (VLDB).
28. SHARAF, M. A., LABRINIDIS, A., CHRYSANTHIS, P. K., AND PRUHS, K. 2005. Freshness-aware scheduling of continuous queries in the dynamic web. In Proceedings of the International Workshop on Web and Databases (WebDB).
29. SUTHERLAND, T., PIELECH, B., ZHU, Y., DING, L., AND RUNDENSTEINER, E. A. 2005. An adaptive multi-objective scheduling selection framework for continuous query processing. In Proceedings of the International Database Engineering and Applications Symposium (IDEAS).
30. TIAN, F. AND DEWITT, D. J. 2003. Tuple routing strategies for distributed eddies. In Proceedings of the Very Large Data Bases Conference (VLDB).
31. URHAN, T. AND FRANKLIN, M. J. 2001. Dynamic pipeline scheduling for improving interactive query performance. In Proceedings of the Very Large Data Bases Conference (VLDB).
32. VIGLAS, S. D. AND NAUGHTON, J. F. 2002. Rate-based queiy optimization for streaming information sources. In Proceedings of the ACM SIGMOD International Conference on Management of Data.
33. WALDSPURGER, C. A. AND WEIHL, W. E. 1994. Lotteiy scheduling: Flexible proportional-share resource management. In Proceedings of the USENIX Symposium on Operating Systems Design and Implementation (OSDI).
34. WILSCHUT, A. AND APERS, P. 1991. Dataflow query execution in a parallel main-memory environment. In Proceedings of the International Conference on Parallel and Distributed Information Systems (PDIS).