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Lambda Architecture Speed Layer: Real-Time Visualization For Taxi [Part 1]by@srivassid
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Lambda Architecture Speed Layer: Real-Time Visualization For Taxi [Part 1]

by Siddharth6mDecember 18th, 2020
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Lambda architecture has 3 components, a) Speed layer, which is the streaming data layer or real time data layer, b) serving layer, which is the database layer, which is derived by aggregating data from speed layer, and c) batch layer, which is the set of computations which are perfomed on large sets of data, typically stored in a distributed file system. In this post i will be talking about how to implement the speed layer, by visualizing real time taxi data. Post that, the visualization will allow us to make some real time business decisions. Code for this article can be found here.

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@srivassid

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