DocumentCode
3588516
Title
Performance of Splunk for the TDAQ information service at the ATLAS experiment
Author
Yasu, Yoshiji ; Kazarov, Andrei
Author_Institution
High Energy Accel. Res. Organ., Tsukuba, Japan
fYear
2014
Firstpage
1
Lastpage
6
Abstract
The ATLAS Trigger and Data Acquisition (TDAQ) is a large, distributed system composed of several thousand interconnected computers and tens of thousands software processes. Monitoring data produced by multiple sources are selected, aggregated and correlated to perform the analysis of the monitored data. Then they can finally be visualized and presented to the user. Any system implementing these functions has to be flexible in order to adapt to the amount of data produced and requested by the users for analysis and visualization. Due to the size of the ATLAS TDAQ system, the scalability is also important from the performance point of view. Splunk, a commercial product produced by Splunk Inc., is a general-purpose search, analysis & reporting engine and a distributed, non-relational, semi-structured database for time-series text data. This paper describes the evaluation of Splunk for the functionality and the performance.
Keywords
data acquisition; data analysis; data visualisation; distributed databases; high energy physics instrumentation computing; search engines; text analysis; time series; ATLAS Experiment; ATLAS TDAQ system; ATLAS trigger and data acquisition; Splunk; TDAQ Information Service; data visualization; distributed nonrelational semistructured database; distributed system; general-purpose analysis engine; general-purpose reporting engine; general-purpose search engine; interconnected computers; monitored data analysis; monitoring data aggregation; monitoring data correlation; monitoring data selection; software processes; time-series text data; Data visualization; Distributed databases; Indexing; Monitoring; Software;
fLanguage
English
Publisher
ieee
Conference_Titel
Real Time Conference (RT), 2014 19th IEEE-NPSS
Print_ISBN
978-1-4799-3658-8
Type
conf
DOI
10.1109/RTC.2014.7097473
Filename
7097473
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