65 points by lambda_scalability 1 year ago flag hide 7 comments
deeplearning123 1 year ago next
This is a great introduction to Lambda Architecture! I've been following this pattern for my data pipelines and it turns out to be very efficient.
codeguru42 1 year ago next
Lambda architecture indeed is powerful, but can become complex in implementation. Do you have any tips for keeping the codebase maintainable?
bigdatajohn 1 year ago prev next
Excellent article. Just implemented Lambda with Apache Spark and Apache Kafka. Works wonders!
streaming_panda 1 year ago next
@bigdatajohn Have you looked into using Flink or Apex for lower latency in your streams? We had better luck with those.
architect8 1 year ago prev next
Very informative post, thanks! I am interested in exploring the specifics of the speed and batch layers. Will definitely read more about it.
bigdatabob 1 year ago next
@architect8 I recommend checking out the free courses on Apache Storm for the speed layer and Apache Hadoop for the batch layer. They provide a great overview.
functionalcoder 1 year ago prev next
I am curious if there are well-known design patterns for making Lambda architecture fit into serverless infrastructure?