CEPSim: A Simulator for Cloud-Based Complex Event Processing

Proceedings - 2015 IEEE International Congress on Big Data, BigData Congress 2015

Volumn , Issue , 2015, Pages 182-190

  Higashino, Wilson A ^a,b   Capretz, Miriam A M ^a   Bittencourt, Luiz F ^b  

^a UNIVERSITY OF WESTERN ONTARIO   (Canada)

^b UNIVERSITY OF CAMPINAS   (Brazil)

Author keywords

Big Data; cloud computing; complex event processing; simulation

Indexed keywords

CLOUD COMPUTING; DATA HANDLING; DIRECTED GRAPHS; SIMULATORS;

APPLICATION MODELING; ARCHITECTURAL STYLE; COMPLEX EVENT PROCESSING; COMPLEX EVENT PROCESSING (CEP); OPERATOR PLACEMENTS; PROCESSING APPROACH; SCHEDULING STRATEGIES; SIMULATION;

BIG DATA;

EID: 84959464567     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BigDataCongress.2015.34     Document Type: Conference Paper

References (24)

1. F. J. Ohlhorst, Big Data Analytics: Turning Big Data into Big Money, 1st ed. Hoboken, NJ, USA: Wiley, 2012.
2. K. Grolinger, M. Hayes, W. A. Higashino, A. LHeureux, D. S. Allison, and M. A. M. Capretz, "Challenges for MapReduce in Big Data, " in Services, 2014 IEEE World Congress on, Jun. 2014, pp. 182-189.
3. W. A. Higashino, C. Eichler, M. A. M. Capretz, T. Monteil, M. B. F. De Toledo, and P. Stolf, "Query Analyzer and Manager for Complex Event Processing as a Service, " in WETICE Conference, 2014 IEEE 23rd International, Jun. 2014, pp. 107-109.
4. Z. Qian, Y. He, C. Su, Z. Wu, H. Zhu, T. Zhang, L. Zhou, Y. Yu, and Z. Zhang, "TimeStream: Reliable Stream Computation in the Cloud, " in Proceedings of the 8th ACM European Conference on Computer Systems. New York, NY, USA: ACM Press, 2013, p. 1.
5. V. Gulisano, R. Jimenez-Peris, M. Patino-Martinez, C. Soriente, and P. Valduriez, "StreamCloud: An Elastic and Scalable Data Streaming System, " IEEE Transactions on Parallel and Distributed Systems, vol. 23, no. 12, Dec. 2012, pp. 2351-2365.
6. S. K. Garg and R. Buyya, "NetworkCloudSim: Modelling Parallel Applications in Cloud Simulations, " 2011 Fourth IEEE International Conference on Utility and Cloud Computing, Dec. 2011, pp. 105-113.
7. D. Kliazovich, P. Bouvry, and S. U. Khan, "GreenCloud: A packet-level simulator of energy-Aware cloud computing data centers, " Journal of Supercomputing, vol. 62, 2012, pp. 1263-1283.
8. R. N. Calheiros, R. Ranjan, A. Beloglazov, C. A. F. De Rose, and R. Buyya, "CloudSim: A toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms, " Software: Practice and Experience, vol. 41, no. 1, Jan. 2011, pp. 23-50.
9. A. ń;uñez, J. L. V;azquez-Poletti, A. C. Caminero, G. G. Castañ;e, J. Carretero, and I. M. Llorente, "ICanCloud: A Flexible and Scalable Cloud Infrastructure Simulator, " Journal of Grid Computing, vol. 10, 2012, pp. 185-209.
10. D. Luckham, "Rapide: A Language and Toolset for Simulation of Distributed Systems by Partial Orderings of Events, " Stanford University, Tech. Rep., 1996.
11. D. Luckham, The Power of Events: An Introduction to Complex Event Processing in Distributed Enterprise Systems, 1st ed. Addison-Wesley Professional, 2002.
12. D. J. Abadi, D. Carney, U. Cetintemel, M. Cherniack, C. Convey, S. Lee, M. Stonebraker, N. Tatbul, and S. Zdonik, "Aurora: A new model and architecture for data stream management, " The VLDB Journal, vol. 12, no. 2, Aug. 2003, pp. 120-139.
13. A. Arasu, S. Babu, and J. Widom, "The CQL continuous query language: semantic foundations and query execution, " The VLDB Journal, vol. 15, no. 2, Jul. 2005, pp. 121-142.
14. G. Cugola and A. Margara, "Processing flows of information: from data stream to complex event processing, " ACM Computing Surveys, vol. 44, no. 3, Jun. 2012, pp. 1-62.
15. D. Luckham and R. Schulte, "Event Processing Glossary-Version 2.0, " Event Processing Technical Society, Tech. Rep. July, 2011.
16. Storm, "Storm, distributed and fault-Tolerant realtime computation." [Online]. Available: http://storm-project.net/
17. M. Hong, M. Riedewald, C. Koch, J. Gehrke, and A. Demers, "Rulebased multi-query optimization, " in Proceedings of the 12th International Conference on Extending Database Technology Advances in Database Technology-EDBT 09. New York, NY, USA: ACM Press, 2009, p. 120.
18. J. Dean and S. Ghemawat, "MapReduce: Simplified Data Processing on Large Clusters, " Communications of the ACM, vol. 51, no. 1, Jan. 2008, p. 107.
19. A. Brito, A. Martin, T. Knauth, S. Creutz, D. Becker, S. Weigert, and C. Fetzer, "Scalable and Low-Latency Data Processing with Stream MapReduce, " 2011 IEEE Third International Conference on Cloud Computing Technology and Science, Nov. 2011, pp. 48-58.
20. A. M. Aly, A. Sallam, B. M. Gnanasekaran, L.-V. Nguyen-Dinh, W. G. Aref, M. Ouzzani, and A. Ghafoor, "M3: Stream Processing on Main-Memory MapReduce, " in 2012 IEEE 28th International Conference on Data Engineering. IEEE, Apr. 2012, pp. 1253-1256.
21. T. Gúerout, T. Monteil, G. Da Costa, R. Neves Calheiros, R. Buyya, and M. Alexandru, "Energy-Aware simulation with DVFS, " Simulation Modelling Practice and Theory, vol. 39, Dec. 2013, pp. 76-91.
22. N. Grozev and R. Buyya, "Performance Modelling and Simulation of Three-Tier Applications in Cloud and Multi-Cloud Environments, " The Computer Journal, Sep. 2013.
23. G. T. Lakshmanan, Y. Li, and R. Strom, "Placement Strategies for Internet-Scale Data Stream Systems, " IEEE Internet Computing, vol. 12, no. 6, Nov. 2008, pp. 50-60.
24. Powersmiths, "Powersmiths WOW-Build a more sustainable future." [Online]. Available: http://www.powersmithswow.com/