"No one is harder on a talented person than the person themselves" - Linda Wilkinson ; "Trust your guts and don't follow the herd" ; "Validate direction not destination" ;

February 26, 2020

IoT Architecture

  • Edge - Lightweight protocols for Machine to Cloud communication - MQTT (Lightweight pub/sub) - Immutable data - Read-Only - Data cannot be modified
  • Cloud Entry - Large scale data ingestion to consume data - Kafka - (Distributed Log processing)- Immutable data - Data cannot be modified
  • Cloud Streaming - Real-time data analysis to report and alert - Spark - (RDDs / ML ) - Immutable data - Data cannot be modified
  • Store and Analyze - Reports on data, Completed transactions - Postgres, RDBMS - Do the Remaining CRUD
  • ML on Edge, ML on Streaming data, ML on Stored data (completed transaction)
Happy Learning!!!

No comments: