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Consider an international airline which operates both in passenger segment and cargo segment. For every flight that is flying, the airline capture a lot of

Consider an international airline which operates both in passenger segment and cargo segment.
For every flight that is flying, the airline capture a lot of data in real time which can be used for
live tracking of flight status, modelling the flight schedules as well as for preventive maintenance
schedule etc. Also at the same time, the same data was used for various analytical purposes which
are oriented towards improving the airline operations and also for the predicting the passenger
loads, cargo loads in near future and devising the marketing strategies around it. Identify the
appropriate data processing architecture that can help in achieving these use cases. With a help of
architectural diagram, represent the proposed system architecture.
Answer:
Its case of Lambda architecture as data needs to be processed in batch mode as well as in real time
mode.
Identification of the architecture type
Drawing each of the following system component explaining scenarios for the processing
across batch and streaming layers
Source data representation
Batch layer
Speed layer
Serving layer
Query layer

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