---
title: "Architecting Cloud-Native Kafka: From Tiered Storage Towards a Diskless Future"
url: https://daily.dev/posts/architecting-cloud-native-kafka-from-tiered-storage-towards-a-diskless-future-pnyqctfwr
source_url: https://www.infoq.com/articles/architecting-cloud-native-kafka
type: article
source: "InfoQ"
published: 2026-05-26T09:00:42.271Z
updated: 2026-05-26T09:01:09.209Z
tags: ["cloud-native", "finops", "apache-kafka"]
reading_time: 22
upvotes: 0
comments: 0
language: en
---

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# Architecting Cloud-Native Kafka: From Tiered Storage Towards a Diskless Future

**[InfoQ](https://daily.dev/sources/infoq)** · 22 min read · 0 upvotes · 0 comments

## Summary

A deep architectural analysis of Apache Kafka's evolution toward cloud-native design, covering tiered storage (KIP-405) with FinOps cost attribution (KIP-1267), the next-generation consumer rebalance protocol (KIP-848) enabling safe Kubernetes autoscaling, Share Groups (KIP-932) for partition-independent parallelism, virtual clusters (KIP-1134) for multi-tenancy, and the emerging diskless storage proposals (KIP-1150, KIP-1163). Includes concrete cost calculations comparing EBS vs S3 storage, PromQL examples for chargeback pipelines, workload decision matrices, and honest assessments of which KIPs are production-ready versus still under community discussion.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.infoq.com/articles/architecting-cloud-native-kafka>

---

Tags: [#cloud-native](https://daily.dev/tags/cloud-native), [#finops](https://daily.dev/tags/finops), [#apache-kafka](https://daily.dev/tags/apache-kafka)

[View this post on daily.dev](https://daily.dev/posts/architecting-cloud-native-kafka-from-tiered-storage-towards-a-diskless-future-pnyqctfwr)