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The RADStack: Open Source Lambda Architecture for Interactive Analytics
|Title:||The RADStack: Open Source Lambda Architecture for Interactive Analytics|
show 1 moreTschetter, Eric
|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.|
|Rights:||Attribution-NonCommercial-NoDerivatives 4.0 International|
|Appears in Collections:||
Streaming Data Analytics and Applications Minitrack|
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