--- title: "Rediscovering RocksDB – Embedded Storage in Cloud-Native Applications" url: https://daily.dev/posts/rediscovering-rocksdb-embedded-storage-in-cloud-native-applications-mfiffjtev source_url: https://cloudnativenow.com/contributed-content/rediscovering-rocksdb-embedded-storage-in-cloud-native-applications type: article source: "Cloud Native Now" published: 2026-06-30T12:46:17.946Z updated: 2026-07-01T16:22:53.345Z tags: ["cloud-native"] reading_time: 4 upvotes: 1 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Rediscovering RocksDB – Embedded Storage in Cloud-Native Applications **[Cloud Native Now](https://daily.dev/sources/cloudnativenow)** · 4 min read · 1 upvotes · 0 comments ## Summary RocksDB, the embedded key-value store originally developed at Facebook on top of LevelDB, offers a compelling alternative to centralized databases for cloud-native applications. By running inside the application process itself, it eliminates network round trips for short-lived operational state such as workflow checkpoints, session metadata, and processing queues. Systems like Apache Kafka Streams and Apache Flink already use RocksDB as a local state backend to improve throughput and reduce latency. The post argues that while managed distributed databases remain essential for relational queries and centralized governance, moving ephemeral state closer to computation can significantly reduce latency and operational complexity in Kubernetes-based platforms. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Lessons learned building DoorDash’s clusterless ML feature store](https://daily.dev/posts/lessons-learned-building-doordash-s-clusterless-ml-feature-store-wbskyh8za) · Doordash · 1 upvotes · 0 comments - [From Homegrown to Flink: Migrating a Stateful Ad Event Join at Scale](https://daily.dev/posts/from-homegrown-to-flink-migrating-a-stateful-ad-event-join-at-scale-6lmjzq9eh) · Zalando · 7 upvotes · 0 comments - [CockroachDB Serverless: Sub-second Scaling from Zero with Multi-region Cluster Virtualization](https://daily.dev/posts/cockroachdb-serverless-sub-second-scaling-from-zero-with-multi-region-cluster-virtualization-3eawwrikn) · Metadata · 0 upvotes · 0 comments --- Tags: [#cloud-native](https://daily.dev/tags/cloud-native) [View this post on daily.dev](https://daily.dev/posts/rediscovering-rocksdb-embedded-storage-in-cloud-native-applications-mfiffjtev)