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Benchmarking Distributed Stream Processing Platforms for IoT Applications [chapter]

Anshu Shukla, Yogesh Simmhan
2017 Lecture Notes in Computer Science  
Here, we develop a benchmark suite and per- formance metrics to evaluate DSPS for streaming IoT applications.  ...  Distributed Stream Processing Systems (DSPS) are becoming es- sential components of any IoT stack, but the efficacy and performance of contemporary DSPS have not been rigorously studied for IoT data streams  ...  The experiments on Microsoft Azure were supported through a grant from Azure for Research.  ... 
doi:10.1007/978-3-319-54334-5_7 fatcat:ri6vg6aig5gujjm2t6ejfcsdcq

RIoTBench: An IoT benchmark for distributed stream processing systems

Anshu Shukla, Shilpa Chaturvedi, Yogesh Simmhan
2017 Concurrency and Computation  
Here, we develop RIoTBench, a Realtime IoT Benchmark suite, along with performance metrics, to evaluate DSPS for streaming IoT applications.  ...  Distributed Stream Processing Systems (DSPS) hosted on Cloud data-centers are becoming the vital engine for real-time data processing and analytics in any IoT software architecture.  ...  The experiments on Microsoft Azure were supported through a grant from Azure for Research.  ... 
doi:10.1002/cpe.4257 fatcat:rivgwd7jqbdr5gu7lc6rkshzne

Performance Measurement of Complex Event Platforms

Eva Zámečníková, Jitka Kreslíková
2016 JIOS   unpublished
We intend to use CEP platform for processing of complex time series and integrate a solution for newly proposed method of decision making.  ...  The aim of this paper is to find and compare existing solutions of complex event processing platforms (CEP). CEP platforms generally serve for processing and/or predicting of high frequency data.  ...  FINCOS According to the [11] FINCoS is a set of benchmarking tools for load generation and performance measuring of various event processing systems.  ... 
fatcat:k6k52hpu7zh3rafiezfg75bo7e

A canonical language for complex event processing systems [article]

Saeed Mahmoodi, Universität Stuttgart, Universität Stuttgart
2019
Complex Event Processing (CEP) systems have widely grown in recent years, as working efficiently with streaming data is getting a lot of attention.  ...  Creating a CEP system with a query language that supports them all is not feasible.  ...  Li [6] uses another CEP benchmarking tool called CEPBen to analyze the performance of Complex Event Processing systems.  ... 
doi:10.18419/opus-10176 fatcat:htb3b4c3afft5e7y6ox2ktcy7q