Data Processing - Architecture

Card Puncher Data Processing


  • Fault tolerance
  • Parallelism
  • High Latency
  • Delivery semantics
  • Operations and monitoring
  • Schema management


  • forward-compatible data architecture: the ability to add more applications that need to process the same data … differently


Martin Kleppmann Data Hierarchy Of Needs

Documentation / Reference

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Kafka Commit Log Messaging Process
Kafka (Event Hub)

Apache Kafka is a broker application that stores the message as a distributed commit log. The entire data storage system is just a transaction log. |data feeds Data Systems are exposing data, ...
Card Puncher Data Processing
Software Architecture

Software architecture is : structure and vision On a application development level, the design help you to realize your architecture. What is architectural or not is really subjective. No architecture:...

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