Tag: Lambda Architecture

The Humble Cloud Architect Answers Questions on Strategy

Strategy Q&A from the Humble Cloud Architect

March 08, 2018

Recently, we hosted a webinar entitled “The Humble Cloud Architect: What is Your Database Strategy?” We had a number of excellent questions during that session, including some that we did not have the time to answer during the webinar. These questions are reproduced and answered below. For those who missed the webinar, you may view […]

architecture contention shared data

Solving Lambda Architecture’s Fast Layer Problem

February 05, 2018
Getting up to date answers about recent events and asking the same question about older data is really hard to do using open source. The Lambda Architecture is a somewhat complicated way of doing this kind of mass scale, relatively fast, open source data processing. The key point is that you have two layers: a [...]

Simplifying the (complex) Lambda Architecture

December 01, 2014

The Lambda Architecture defines a robust framework for ingesting streams of fast data while providing efficient real-time and historical analytics. In Lambda, immutable data flows in one direction: into the system. The architecture’s main goal is to execute OLAP-type processing faster – in essence,  reduce columnar analytics from every couple of seconds to 100ms or […]

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