CEPBen:a benchmark for complex event processing systems

Li, Chunhui and Berry, Robert (2014). CEPBen:a benchmark for complex event processing systems. IN: Performance characterization and benchmarking. Nambiar, Raghunath and Poess, Meikel (eds) Lecture notes in computer science . Cham (CH): Springer.

Abstract

Complex Event processing (CEP) has emerged over the last ten years. CEP systems are outstanding in processing large amount of data and responding in a timely fashion. While CEP applications are fast growing, performance management in this area has not gain much attention. It is critical to meet the promised level of service for both system designers and users. In this paper, we present a benchmark for complex event processing systems: CEPBen. The CEPBen benchmark is designed to evaluate CEP functional behaviours, i.e., filtering, transformation and event pattern detection and provides a novel methodology of evaluating the performance of CEP systems. A performance study by running the CEPBen on Esper CEP engine is described and discussed. The results obtained from performance tests demonstrate the influences of CEP functional behaviours on the system performance.

Publication DOI: https://doi.org/10.1007/978-3-319-04936-6_9
Divisions: Engineering & Applied Sciences > Computer science
Engineering & Applied Sciences > Computer science research group
Event Title: 5th TPC Technology Conference on performance characterization and benchmarking / 39th international conference on Very Large Data Bases
Event Type: Other
Event Dates: 2013-08-26 - 2013-08-30
Uncontrolled Keywords: benchmark,complex event processing,complexity,performance evaluation,response time,throughput,Computer Science(all),Theoretical Computer Science
Full Text Link: http://www.scopus.com/inward/record.url?scp=84958520496&partnerID=8YFLogxK
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Published Date: 2014-01-01
Authors: Li, Chunhui
Berry, Robert

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