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Denormalized
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Denormalized

denormalized.io·Infrastructure

Denormalized is a fast, embeddable stream processing engine built on Apache DataFusion. It enables developers to process millions of events per second on a single node, making it ideal for building high-throughput, data-intensive applications. The engine is open source and designed for easy integration.

Open Source
WebEmbeddableCLIAPISelf-hosted
D
Denormalized preview
Visit denormalized.io↗

Overview

5 features

Denormalized sits in PulseGate's Frameworks & SDKs category. It focuses on processing large-scale event streams efficiently and simply within applications. It is built as an open-source project for developers building data-intensive applications. Denormalized is open source under the Open Source license. Denormalized is available on the web, embeddable surfaces, the command line, and API, and it can be self-hosted.

Denormalized first shipped in 2024. Key capabilities include stream processing, embeddable engine, and high throughput.

  • ✓Stream processing
  • ✓Embeddable engine
  • ✓High throughput
  • ✓Apache DataFusion integration
  • ✓Single node operation

Tags

stream-processingdatafusionevent-ingestionembedded-engine

Built with & integrations

Framework
nextjs
Hosting
vercel
Runs on
BrowserEmbeddableCLIAPI-onlySelf-hosted

Trust & compliance

LicenseOpen Source
Verified signals
✓ HTTPS✓ Open Source

Recent events

Latest indexed changes and source events

  1. IndexedJun 26, 8:13 PM

    Listing verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about Denormalized

What does Denormalized do?
Denormalized focuses on processing large-scale event streams efficiently and simply within applications. It is catalogued under Frameworks & SDKs on PulseGate.
Who is Denormalized for?
Denormalized is an open-source project built for developers building data-intensive applications.
Is Denormalized free?
Yes — Denormalized is open source under the Open Source license and free to use.
What platforms does Denormalized run on?
Denormalized runs on the web, embeddable surfaces, the command line, and API. It can also be self-hosted.
Is Denormalized still maintained?
PulseGate's liveness checks currently classify Denormalized as active.
When did Denormalized launch?
Denormalized first shipped in 2024.
Is Denormalized open source?
Yes — Denormalized is open source under the Open Source license.

At a glance

Platforms
Web
Languages
English
License
Open Source
First seen
Mar 25, 2024
Activity
🟢 Active
Status
🟢 Active
Built for
developers building data-intensive applications
Model
Open source
Solves
Processing large-scale event streams efficiently and simply within applications.

Developer

Denormalized

Live coverage

Confidence
Medium · 73
Indexed
Jun 26, 2026
Lifecycle
Alive
Activity
Active
First seen
Mar 2024
Last seen
4w ago
Identity audit (9)
Entity ID
cmqvdduv405qk143d8222zobt
Slug
denormalized-stream-processing-made-simple-denormalized-io
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jun 26, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 16, 2026
Canonical URL
https://denormalized.io/

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