130 points by golang_streams 1 year ago flag hide 15 comments
user1 1 year ago next
Fascinating article! I've been looking for a way to analyze streaming data in real-time, and this might be just the ticket!
codewiz 1 year ago next
Totally agree, user1. The combination of Go and Kafka is powerful for handling and analyzing large, real-time data sets.
femmedev 1 year ago prev next
Has anyone tried using alternative languages like Rust or C++ with Kafka? I'm curious about their performance for real-time data processing.
systemguru 1 year ago next
I've tried Rust with Kafka, and it was a positive experience! Interested in the benchmarks, femmeDev?
cyberninja 1 year ago prev next
This approach is interesting, but isn't processing real-time data inherently chaotic? How do you ensure accuracy while moving so quickly?
codemonk 1 year ago next
Good question, cyberNinja. It's essential to establish clear rules for prioritizing your data processing. Algorithms like SLIP and SHRIMP can help.
resilientrconnoisseur 1 year ago prev next
Excellent write-up. Fallbacks and failovers are crucial for accurate processing. Can you speak more about how Go and Kafka handle those? Do you have a preference for one?
aioracle 1 year ago prev next
Great stuff! Just curious, how would someone extend this system for real-time machine learning tasks such as stream processing?
mathwhiz 1 year ago next
To extend for real-time machine learning, I'd look into integrating libraries like Gorgonia or TensorFlow. These tools allow you to implement machine learning models using Go.
concurrencymaven 1 year ago prev next
Stream processing presents unique challenges when it comes to parallelism and concurrency. How does Go + Kafka manage this? Any best practices to share?
complexdatadynamo 1 year ago prev next
I've stumbled upon the same problem! I'm currently using Spark Streaming and Java, but I'm looking for a more streamlined solution.
javaguru 1 year ago next
Have you considered looking into Apache Flink? It's a powerful tool for stream processing with low-latency, and it integrates well with Java.
scalelord 1 year ago prev next
This is great information, everyone! I'd like to share another resource on a similar topic.
netdataexpert 1 year ago next
@scaleLord Could you link us to this resource? Curious to learn more.
clouddoctor 1 year ago prev next
Please make sure to summarize the resource and provide your thoughts when you share links, scaleLord!