Evaluating a Flow-Based Programming Approach as an Alternative for Developing CEP Applications in IoT

One of the main advantages brought by the Internet of Things (IoT) is the possibility of having large amounts of data from several sources that allow us, once analyzed, to make decisions in various domains in real time. This implies the need to be able to process large volumes of data in more or les...

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Vydáno v:IEEE internet of things journal Ročník 9; číslo 13; s. 11489 - 11499
Hlavní autoři: Ortiz, Guadalupe, Castillo, Ivan, Garcia-de-Prado, Alfonso, Boubeta-Puig, Juan
Médium: Journal Article
Jazyk:angličtina
Vydáno: Piscataway IEEE 01.07.2022
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:
Benchmark testing
Complex event processing (CEP)
Computer architecture
Data buses
dataflow
dataflow computing
Decision analysis
Domains
Engines
enterprise service bus (ESB)
flow-based programming (FBP)
Internet of Things
Internet of Things (IoT)
Programming
Real-time systems
Service-oriented architecture
Virtual machining
ISSN:2327-4662, 2327-4662
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Shrnutí:One of the main advantages brought by the Internet of Things (IoT) is the possibility of having large amounts of data from several sources that allow us, once analyzed, to make decisions in various domains in real time. This implies the need to be able to process large volumes of data in more or less limited processing times depending on the application domain. In this sense, complex event processing (CEP), used in conjunction with an enterprise service bus (ESB), has proven to be very efficient in multiple domains. In search for greater efficiency, some CEP engines offer the option of using flow-based programming (FBP) rather than their traditional programming using CEP together with an event bus. However, its use, while it may be more efficient, can lead to other limitations. In this article, we analyze and describe the performance and limitations of using a CEP engine with an ESB versus a CEP engine with FBP. This will allow developers to decide which option is more convenient for their IoT system depending on the application domain and its specific needs.
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ISSN:2327-4662
2327-4662
DOI:10.1109/JIOT.2021.3130498