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Consistent, Scalable Compaction for Real-Time Upserts in Apache Pinot

February 18, 2026

Learn how upserts on Pinot are enhanced on StarTree Cloud with efficient compaction to reduce storage bloat and maintain query performance at scale.

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StarTree Cloud Reaches 1 Billion Average Daily Queries

How StarTree serves 500+ QPS on Iceberg data – powered by Apache Pinot

StarTree Adds Native Iceberg Support

Pinot Insights

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Flattening JSON Objects in Pinot for Performance and Efficiency

Apache Kafka and Apache Pinot – Built together to work together.

Why StarTree Cloud for Organizations Running Apache Pinot

Architecting analytics for concurrency and flexibility: Apache Pinot vs pre-aggregated KV stores

RTA Summit 2025 Kishore Golapakrishna

Overheard at Real-Time Analytics Summit 2025

Using StarTree Cloud to Get the Most Out of Apache Pinot

StarTree Engineering

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Consistent, Scalable Compaction for Real-Time Upserts in Apache Pinot

From Chaos to Confidence: Building StarTree’s Release Certification Service

Inside the flight path of real-time ingestion in Apache Pinot