Apr 26, 2023

The present and future of compaction in Druid

Compaction in the Druid database has been evolving into use cases beyond improving query performance and reducing storage. This talk will first go over what is compaction, current use cases for compaction, a beginner’s guide on setting up compaction (and automatic compaction), and common pitfalls when setting up auto-compaction. The talk will then drive into short and long term plans for compaction in Druid. Future features include creating derived datasources / materialized views and automatically changing or maintaining different schemas for the same datasource based on the age of data.

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Mar 05, 2026

Imply Lumi: What’s New, What’s Next — and How to Unlock More Observability Value Today

Observability teams must retain more data, investigate faster, and control costs without disrupting existing tools. This live Imply Lumi update shows new ingestion, retention, search, Splunk interoperability,...

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Jan 07, 2026

Strategies for Managing Your Splunk Spend at Scale in 2026

Learn how a decoupled architecture for Splunk—powered by Imply Lumi and Federated Search—helps you keep more data searchable, reduce costs, and scale efficiently without changing existing Splunk workflows.

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Nov 19, 2025

Observability at a Breaking Point: How Decoupling Unlocks Speed, Scale, & Savings

Learn how decoupled observability helps you do more with your Splunk data, reduce costs, and scale efficiently with Federated Search.

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