research-article

A General Framework for Real-Time Processing and Analysis of Flight Test Telemetry Data Based on Flink

Authors:

Zhe YangAuthors Info & Claims

ICBDT '22: Proceedings of the 5th International Conference on Big Data Technologies

Pages 108 - 112

https://doi.org/10.1145/3565291.3565308

Published: 16 December 2022 Publication History

Abstract

In order to meet the requirements of high throughput and low latency, and to improve the flexibility and scalability of the program, we proposed a general framework for the flight test telemetry data processing and analysis based on Flink. Firstly, Flink is used to design the task flow. Furthermore, the task unit relationship is built based on the tree model and implemented in a componentized manner. Finally, it dynamically links components through the Java reflection mechanism to achieve a complete data flow. The framework has been successfully applied in the real-time monitoring process of flight test telemetry, which not only improves the real-time performance but also reduces the time and labor cost of software developers. And it has played an important role in shortening the test flight period and increasing the flight test efficiency.

CCS CONCEPTS: Software and its engineering • Software creation and management • Designing software • Software design engineering

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Cited By

li cwang zpu fchen mliu k(2023)Research on filtering method of telemetry data based on whale optimization and wavelet transform5th International Conference on Information Science, Electrical, and Automation Engineering (ISEAE 2023)10.1117/12.2689586(101)Online publication date: 10-Aug-2023
https://doi.org/10.1117/12.2689586

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ICBDT '22: Proceedings of the 5th International Conference on Big Data Technologies

September 2022

454 pages

ISBN:9781450396875

DOI:10.1145/3565291

Copyright © 2022 ACM.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 16 December 2022

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ICBDT 2022

ICBDT 2022: 2022 5th International Conference on Big Data Technologies

September 23 - 25, 2022

Qingdao, China

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Cited By

li cwang zpu fchen mliu k(2023)Research on filtering method of telemetry data based on whale optimization and wavelet transform5th International Conference on Information Science, Electrical, and Automation Engineering (ISEAE 2023)10.1117/12.2689586(101)Online publication date: 10-Aug-2023
https://doi.org/10.1117/12.2689586

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