# Real-Time Data Ingestion Patterns for Analytics at Scale

DevFeed: [Real-Time Data Ingestion Patterns for Analytics at Scale](<https://devfeed.tech/articles/real-time-data-ingestion-instant-analytics-18624.md>)

Original publisher: [Read original article](<https://www.tinybird.co/blog/real-time-data-ingestion>)

Author: Cameron Archer

Published: 2023-08-18T00:00:00Z

Content type: article

Language: en

Sources: [Tinybird](<https://devfeed.tech/sources/tinybird.md>)

Topics: [real-time](<https://devfeed.tech/topics/real-time.md>), [data](<https://devfeed.tech/topics/data.md>)

Tags: [data](<https://devfeed.tech/tags/data.md>), [load](<https://devfeed.tech/tags/load.md>), [patterns](<https://devfeed.tech/tags/patterns.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [scalable-analytics-architecture](<https://devfeed.tech/tags/scalable-analytics-architecture.md>), [scale](<https://devfeed.tech/tags/scale.md>)

## AI overview

The article discusses patterns for real-time data ingestion at scale and warns that incorrect approaches can cause data loss under load.

## Source excerpt

Real-time data ingestion at scale requires specific patterns. Get this wrong and you'll lose data under load. Here's what works.