Lambda Architecture Overview

Lambda Architecture Top Level View : 
 Hybrid form of batch- and real-time stream-processing to process massive of records by maintaining balance throughput,latency & fault-tolerance.

Three Layer  of Lambda : 

1. batch layer : 1.  managing the master dataset 2. pre-compute the batch views
2. serving layer :  1. indexes the batch views  2. to query Indexed data in low-latency mode on adopt basis
3. speed layer  : 1. deals with recent data only 2. compensates for the high latency of updates to the serving layer 

Data are dispatched & passed to both the batch layer and the speed layer for processing.

Lambda Architecture With Processing Steps :

Use Cases : 

• Weather prediction  & analytics system 
• News recommendation system
• aerospace tracking System