Batching vs. Streaming - Scale & Process Millions of Measurements a Second
Adam Butler at GOTO Chicago 2020
The John Deere data platform receives and processes millions of sensor measurements per second from machines around the world.
In this talk, Adam will discuss the various technologies and architectures John Deere has implemented and how they had to adapt to ever increasing volumes of data. Adam will explore their usage of Lambda/Kinesis, Spark and Flink...where they worked, where they didn't, lessons learned and how their current architecture ...
Adam Butler - Engineering Lead in John Deere’s Intelligent Solution Group
In this talk, Adam will discuss the various technologies and architectures John Deere has implemented and how they had to adapt to ever increasing volumes of data. Adam will explore their usage of Lambda/Kinesis, Spark and Flink...where they worked, where they didn't, lessons learned and how their current architecture ...
Adam Butler - Engineering Lead in John Deere’s Intelligent Solution Group