Lambda Architecture can be use in Batch, Real Time and Combining both .
Works in three modes:
1.Batch Mode : Using Map Reduce :Provides analytics upto near real time semi aggregated
2 Real time : Stream Mode (Spark) : Provides real time analytics
3.Mix Mode: Integrating both Stream and Batch files :Mix mode serving layer may be data pull from NoSQL DB.
Image reference from MapR
Works in three modes:
1.Batch Mode : Using Map Reduce :Provides analytics upto near real time semi aggregated
2 Real time : Stream Mode (Spark) : Provides real time analytics
3.Mix Mode: Integrating both Stream and Batch files :Mix mode serving layer may be data pull from NoSQL DB.
Image reference from MapR