Data Lambda Architecture

Abstraction

Data Collecting

EC2

• instance environment
• regional option
• Persisting Volume permanently by Amazon EBS
• Providing EIP for static IPv4 address

S3

Bucket

• all of the instances are belongs to some buckets like folder in Windows
• Container for instances.

Objects

• smallest concept in S3
• An object consist of object data and meta data.

RDS

• Support relational database.

API Gateway.

• bridging from external service to internal AWS services.
• supporting consistance accessing methods from and to web, mobile.

Cloud Watch

Kinesis Streamer

Amazon Pinpoint

Real-Time Processing

real-time item recommenation

• Spark Streaming
• Flink (Kinesis Analysis)
  - real-time analysis.
  

Amazon ES

Data Cataloging(AWS glue)