Questioning the Lambda Architecture
The Lambda Architecture has its merits, but alternatives are worth exploring.
Jay Kreps
Jay Kreps is the co-founder and CEO of Confluent, the company behind the popular Apache Kafka streaming platform. Prior to founding Confluent, he was the lead architect for data infrastructure at LinkedIn. He is among the original authors of several open source projects including Project Voldemort (a key-value store), Apache Kafka (a distributed streaming platform) and Apache Samza (a stream processing system).
Radar
Content
Apache Kafka and the four challenges of production machine learning systems
Untangling data pipelines with a streaming platform.
Logs and real-time stream processing
Chapter 3 from I Heart Logs.
I ♥ Logs: Apache Kafka and Real-time Data Integration
This webcast talk will discuss how logs and stream-processing can form a backbone for data flow, ETL, and real-time data processing.
Why local state is a fundamental primitive in stream processing
What do you get if you cross a distributed database with a stream processing system?