Please use this identifier to cite or link to this item: http://hdl.handle.net/10125/41359

The RADStack: Open Source Lambda Architecture for Interactive Analytics

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Title:The RADStack: Open Source Lambda Architecture for Interactive Analytics
Authors:Yang, Fangjin
Merlino, Gian
Ray, Nelson
Léauté, Xavier
Gupta, Himanshu
show 1 moreTschetter, Eric
show less
Keywords:Druid
Samza
Kafka
Streaming
Analytics
Date Issued:04 Jan 2017
Abstract:The Real-time Analytics Data Stack, colloquially referred to \ as the RADStack, is an open-source data analytics stack designed \ to provide fast, flexible queries over up-to-the-second \ data. It is designed to overcome the limitations of either \ a purely batch processing system (it takes too long to surface \ new events) or a purely real-time system (it’s difficult \ to ensure that no data is left behind and there is often no \ way to correct data after initial processing). It will seamlessly \ return best-effort results on very recent data combined \ with guaranteed-correct results on older data. In this paper, \ we introduce the architecture of the RADStack and discuss \ our methods of providing interactive analytics and a flexible \ data processing environment to handle a variety of real-world \ workloads.
Pages/Duration:10 pages
URI/DOI:http://hdl.handle.net/10125/41359
ISBN:978-0-9981331-0-2
DOI:10.24251/HICSS.2017.206
Rights:Attribution-NonCommercial-NoDerivatives 4.0 International
https://creativecommons.org/licenses/by-nc-nd/4.0/
Appears in Collections: Streaming Data Analytics and Applications Minitrack


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