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Webinar

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

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Blog and Guides

Imply Lumi Product Preview:  Removing the Cost–Performance Tradeoff in Observability

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Blog and Guides

Imply Lumi product update: what’s new

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Case Study

A Global Investment Bank Restores Security Visibility with Imply Lumi While Cutting Observability Costs

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Webinar

Strategies for Managing Your Splunk Spend at Scale in 2026

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Blog and Guides

The Most-Read Imply Blogs of 2025 (and what they signal for 2026)

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Blog and Guides

The Breaking Point for Observability Leaders

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Blog and Guides

How to Efficiently Scale Splunk with Imply Lumi

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Solution Brief

Cribl + Imply Lumi: Solutions Brief

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Use Case

A database for IoT and telemetry

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Webinar

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

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Blog and Guides

The State of Log Management 2025

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Blog and Guides

The next evolution in observability: How architecture is following in BI’s footsteps

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Report

The State of Log Management

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Report

The Breaking Point for Observability Leaders

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Blog and Guides

From Cribl Stream to Imply Lumi in minutes

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Blog and Guides

CriblCon 2025 Recap: 3 Takeaways from the Front Lines of Observability

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Blog and Guides

Quickstart: Add Lumi to Splunk as a Drop-In Data Layer

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Blog and Guides

Splunk expands federation, Imply Lumi extends it to observability

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Case Study

The R&A Delivers Real-Time Observability During Major Sporting Events

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Case Study

NTT Delivers Real-Time Observability for Global IP Traffic

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Case Study

Citrix Delivers Real-Time Observability for Threat Detection and Environment Health

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Case Study

Ibotta Delivers Real-Time Observability for Fraud & Incident Detection

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Case Study

Netflix Delivers Real-Time Observability for Playback Quality

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Blog and Guides

Splunk .conf25 Recap: Imply Lumi’s Big Debut in the Partnerverse

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Blog and Guides

Introducing Imply Lumi: The Industry’s First Observability Warehouse

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The Breaking Point for Observability Leaders

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Use Case

A database for application observability

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Use Case

A database for security and fraud

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Blog and Guides

10 Years of Imply: From Apache Druid to What’s Next in Real-Time Analytics

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Blog and Guides

Real-Time Observability Without Operational Overhead: What’s Next?

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Blog and Guides

It’s Time to Rethink Observability: The Event-Driven Future

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Blog and Guides

5 Reasons to Use Imply Polaris over Apache Druid for Real-Time Analytics

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Blog and Guides

Introducing Apache Druid® 32.0

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Blog and Guides

2024 Product Innovation Recap

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Blog and Guides

Druid Summit Lakehouse Panel: A Deep Dive into Data Lakehouses and Apache Druid

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Druid Summit 2024 Recap with #DataFemme and Larissa Klitzke

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Blog and Guides

Recap: Druid Summit 2024 – A Vibrant Community Shaping the Future of Data Analytics

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Blog and Guides

Pivot by Imply: A High-Speed Data Exploration UI for Druid

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Video

Keynote: Powering Event-Driven Data with Apache Druid

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Video

Closing Keynote: Charting the Future of Druid

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Video

Salesforce: Tracing Service Dependencies at Scale with Druid and Flink

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Video

Panel: Operations and Optimization

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Video

Panel: Real-Time Streaming Analytics

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Video

Panel: Real-Time Data Experiences

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Video

Harnessing the Power of Imply Polaris: Use Cases and Architecture

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Video

Real-Time Analytics with Apache Druid at Branch.io

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Video

Roblox: Scaling Analytics for 10M Experiences

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Video

Tapcart: Customer-Facing Analytics

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Video

Querying at the speed of light: an end-to-end journey of Druid at Atlassian

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Video

Transforming Stadium Merchandising with Retailcloud: Harnessing Imply for Real-Time Analytics

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Blog and Guides

Introducing Apache Druid® 31.0

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Video

Optimizing Druid Configurations at Netflix through Parallel Testing and Metrics Analysis

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Video

Seamless Ingestion of Delta Lake Tables into Apache Druid for Faster Analytics

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Video

Building Natural Language Queries for Druid

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Blog and Guides

An Overview to Data Tiering in Imply and Apache Druid

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Blog and Guides

Last Call—and Know Before You Go—For Druid Summit 2024

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Video

Demo Video: Imply Polaris Overview

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Report

Explore the 2024 Data Streaming Report

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Blog and Guides

The Top Five Articles from the Imply Developer Center (Fall 2024 edition)

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Blog and Guides

From Code to Connections: Druid Summit 2024 is Live & In-Person This October

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Blog and Guides

Federated Queries, Separation of Compute and Storage, and Real-Time Analytics — All from Imply Polaris

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Blog and Guides

Real-time analytics architecture with Imply Polaris on Microsoft Azure

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APIs, Analytics, and Apache Druid: How Kong Delivers API Observability and Insights with Hiroshi Fukada

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Video

Imply Polaris + Natural Intelligence: Powering Real-time Analytics & Observability

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Apache Druid News! Druid 30.0 is Live and Druid Summit 2024 Announced with Hugh Evans and Will Xu

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Insights and Airwaves: How Global Delivers Ad Data Freshness with Apache Druid with Miguel Rodrigues

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Blog and Guides

Streamlining Time Series Analysis with Imply Polaris

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Blog and Guides

Using Upserts in Imply Polaris

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Blog and Guides

Make Imply Polaris the New Home for your Rockset Data

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Blog and Guides

Announcing Imply Polaris on Microsoft Azure: Elevating Real-Time Analytics for Developers

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Blog and Guides

Community Spotlight: Using Netflix’s Spectator Histogram and Kong’s DDSketch in Apache Druid for Advanced Statistical Analysis

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Blog and Guides

Introducing Apache Druid® 30.0

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Blog and Guides

Why I Joined Imply

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Blog and Guides

AWS IoT Core Explained: Features, Benefits, and Use Cases

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How Finix is Leaning Into Real-Time data with Apache Druid and Imply Polaris with Ross Morrow

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Blog and Guides

Tuning into Success: Streaming Music Done the Imply Way

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Blog and Guides

Imply Polaris is now on Microsoft Azure

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Securing the “Crown Jewels”: A Journey through Druid Database Security with Carrell Jackson

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Blog and Guides

A Builder’s Guide to Security Analytics

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Blog and Guides

How to Monitor Your IoT Environment in Real Time

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Inside Apache Druid 29.0: Getting up to Speed on Druid’s Performance, Ecosystem, and SQL Compliance with Sergio Ferragut

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Blog and Guides

How GameAnalytics Provides Flexible Data Exploration with Imply

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Blog and Guides

Smart Devices, Intelligent Insights: How Rivian and Thing-it use Apache Druid for IoT Analytics

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Blog and Guides

What’s new in Imply Polaris – January 2024

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Blog and Guides

Introducing Apache Druid 29.0

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Blog and Guides

Apache Druid vs. ClickHouse

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A Year in Review: Apache Druid in 2023 with Peter Marshall

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Webinar

Physical Hardware, Digital Analytics: IoT Challenges, Best Practices, and Solutions

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Blog and Guides

Enhancing Data Security with Role-Based Access Control in Druid and Imply

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Blog and Guides

Comparing Data Formats for Analytics: Parquet, Iceberg, and Druid Segments

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Blog and Guides

Scheduling batch ingestion with Apache Airflow

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Blog and Guides

A Buyer’s Guide to OLAP Tools

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Blog and Guides

What is IoT Analytics?

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Blog and Guides

OLTP and OLAP Databases: How They Differ and Where to Use Them

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Blog and Guides

Query from deep storage: Introducing a new performance tier in Apache Druid

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Blog and Guides

How KakaoBank Uses Imply for Financial Analysis

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Blog and Guides

Joins, Multi-Stage Queries, and More: Relive the Excitement of Druid Summit 2023

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Blog and Guides

An Introduction to Online Analytical Processing (OLAP)

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From ANSI SQL Support to Multi-topic Kafka Ingestion: What’s New in Druid 28 with Will Xu

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Blog and Guides

Real-Time Data: What it is, Why it Matters, and More

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Video

Analyzing streaming data with Apache Druid

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Blog and Guides

Druid vs Pinot: Choosing the best database for Real-Time Analytics

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Blog and Guides

What’s new in Imply Polaris – October and November 2023

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Video

Real-Time Analytics in the Real World

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Video

Wave Money Transaction Analytics Journey

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Video

Strivr: Using inline datasources with Druid queries

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Video

Streaming Ingestion – A Look Under The Hood

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Video

Splunk’s Journey to Imply: Data Compaction At Scale

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Video

Revenue at scale: billing for millions of events a second

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Video

Real-time telemetry at IoT scale

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Video

Learn Druid with learn-druid

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Video

Joins in Druid? Yes, of course!

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Video

Enhancing Druid’s Analytics with Apache Arrow and Flight SQL

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Video

Druid Operator: Bridging Kubernetes and Apache Druid

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Video

Druid + Kubernetes: Cheaper and more responsive auto-scaling ingestion

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Video

SpectatorHistogram: Efficient Percentile Approximations

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Video

Moving ingestion from 3 hours to 5 minutes – Challenges and Mitigations

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Video

Load, Load, Don’t Drop, Drop & then Kill

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Video

From Reaction to Action: Atlassian’s Proactive Scaling Journey

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Video

A Truly Technical Introduction to Apache Druid

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Video

When I Decide To Use Druid Instead Of A Data Warehouse

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Druid and Joins Debunked! with Sergio Ferragut and Hellmar Becker

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Real-Time Data Architecture Patterns

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Blog and Guides

Introducing Apache Druid 28.0.0

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Architecting Customer-Facing Analytics Applications

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Video

Data Products at Scale: How Atlassian’s Big Data Platform Team Delivers Insights and More with Apache Druid

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Blog and Guides

Migrating Data From S3 To Apache Druid

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Blog and Guides

What’s new in Imply Polaris, our real-time analytics DBaaS  – September 2023

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Scaling with Speed: How Atlassian’s Confluence Big Data Platform Team Delivers Customer-Facing Insights with Apache Druid with Gautam Jethwani and Kasirajan Selladurai Selvakumari

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Fraud Fighters: How Apache Druid and Imply help Ibotta combat fraud with faster anomaly detection with Jaylyn Stoesz

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Blog and Guides

Introducing incremental encoding for Apache Druid dictionary encoded columns

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Blog and Guides

Migrate Analytics Data from MongoDB to Apache Druid

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Blog and Guides

How Druid Facilitates Real-Time Analytics for Mass Transit

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Blog and Guides

Migrate Analytics Data from Snowflake to Apache Druid

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All things Apache Druid 27.0: From deep storage queries to new visualization with Will Xu

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Blog and Guides

Apache Kafka, Flink, and Druid: Open Source Essentials for Real-Time Data Applications

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Blog and Guides

Visualizing Data in Apache Druid with the Plotly Python Library

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Blog and Guides

Combating fraud at Ibotta with Imply

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Blog and Guides

Bringing Real-Time Data to Solar Power with Apache Druid

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Blog and Guides

When to Build (Versus Buy) an Observability Application

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Blog and Guides

How Innowatts Simplifies Utility Management with Apache Druid

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Orb and Apache Druid: Building customer trust through data correctness with Kshitij Grover

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Blog and Guides

Three Ways to Use Apache Druid for Machine Learning Workflows

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Blog and Guides

Introducing Apache Druid 27.0.0

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Blog and Guides

Unleashing Real-Time Analytics in APJ: Introducing Imply Polaris on AWS AP-South-1

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Confluent, Kafka, Druid, and Flink: The Future of Streaming Data with Kai Waehner

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Blog and Guides

Embedding Visualizations using React and Express

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Driving Innovation with Open Standards: How Voltron Data is Shaping the Data Ecosystem with Apache Arrow and Ibis with Josh Patterson

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Blog and Guides

Apache Druid: Making 1000+ QPS for Analytics Look Easy

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Blog and Guides

Things to Consider When Scaling Analytics for High QPS

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A Data Team’s Guide to Real-time Analytics for Apache Kafka®

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IoT Sensor and Telemetry Data Analysis with Apache Druid

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Blog and Guides

Automate Streaming Data Ingestion with Kafka and Druid

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How Apache Druid Revolutionized Digital Turbine’s Analytics Infrastructure with Lioz Nudel and Alon Edelman

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Blog and Guides

Schema Auto-Discovery with Apache Druid

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Blog and Guides

What’s new in Imply Polaris – Q2 2023

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Video

AdTech 실시간 광고 분석의 Apache Druid 활용 사례

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Decoding Emotions: Leveraging ChatGPT and Apache Druid for Sentiment Analysis

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Druid Operator: Simplifying the management of Apache Druid in Kubernetes

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Blog and Guides

Introducing hands-on developer tutorials for Apache Druid

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Blog and Guides

Introducing Schema Auto-Discovery in Apache Druid

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Blog and Guides

Exploring Unnest in Druid

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Blog and Guides

What’s new in Imply Polaris – Our Real-Time Analytics DBaaS

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Apache Druid 26.0: Breaking Down Druid’s Latest Release

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Blog and Guides

Introducing Apache Druid 26.0

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Blog and Guides

ACID and Apache Druid

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Blog and Guides

How to Build a Sentiment Analysis Application with ChatGPT and Druid

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Blog and Guides

Snowflake and Apache Druid

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Blog and Guides

Learn how to achieve sub-second responses with Apache Druid

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Blog and Guides

Apache Druid – Recovering Dropped Segments

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Blog and Guides

Real-Time Analytics: Building Blocks and Architecture

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Blog and Guides

Transactions Come and Go, but Events are Forever

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The Dynamic Duo: Apache Druid and Kubernetes

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Blog and Guides

What’s new in Imply Polaris – Our Real-Time Analytics DBaaS

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Blog and Guides

Elasticsearch and Druid

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Blog and Guides

Wow, that was easy – Up and running with Apache Druid

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Blog and Guides

Top 7 Questions about Kafka and Druid

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Blog and Guides

Tales at Scale Podcast Kicks off with the Apache Druid Origin Story

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Blog and Guides

Real-time Analytics Database uses partitioning and pruning to achieve its legendary performance

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Blog and Guides

Easily embed analytics into your own apps with Imply’s DBaaS

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Blog and Guides

Building an Event Analytics Pipeline with Confluent Cloud and Imply’s real time DBaaS, Polaris

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Blog and Guides

Real time DBaaS comes to Europe

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Blog and Guides

Stream big, think bigger—Analyze streaming data at scale in 2023

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Blog and Guides

Should You Build or Buy Security Analytics for SecOps?

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Blog and Guides

Introducing Apache Druid 25.0

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Blog and Guides

2022 in Review: A Breakout Year for Druid, A Banner Year for Imply

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Use Case

Key Use Cases and Success Stories of Real-time Analytics Databases

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Blog and Guides

Druid and SQL syntax

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Blog and Guides

Native support for semi-structured data in Apache Druid

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Blog and Guides

Real-Time Analytics with Imply Polaris: From Setup to Visualization

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Blog and Guides

Alerting and Security Features in Polaris

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Blog and Guides

Ingestion from Amazon Kinesis and S3 into Imply Polaris

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Blog and Guides

Getting the Most Out of your Data

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Solution Brief

Apache Druid Technology Overview

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Video

Build Real-Time Analytics for your Kafka Data

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Video

Apache Druid Explained | Core Concepts

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O’Reilly Report: Building Real-time Analytics Applications

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Blog and Guides

Combating financial fraud and money laundering at scale with Apache Druid

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Conduct your own Proof of Concept with Apache Druid

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Conduct your own Proof of Concept with Imply Polaris DBaaS

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Video

Embedding Polaris Visualizations Demo

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Blog and Guides

What’s new in Imply – December 2022

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Video

Speeding Up Clickstream Data Analytics at Danggeun Market Using Druid

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Video

Powering Clickstream Analytics at TrueCar with Druid

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Video

Keynote: Analytics Meets Applications

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Video

Druid SQL for Queries – from an Overview to Tips and Tricks

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Video

How VMware uses Druid for Network & Security Analytics

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Video

Generating Time-centric Data for Druid

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Video

Leverage Autonomous Intelligence Driven Decisions Without Using Dashboards

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Video

Apache Druid 24.0 New Feature! – Nested JSON

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Video

User Activity Analytics in Digital Publishing Domain: Success Story by Indian Express

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Video

The present and future of compaction in Druid

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Video

Moving Away from Multi-level Aggregates: Efficiently Scaling Data with Druid

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Video

Analyzing Ads Across Medialab’s Global Brands with Druid

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Video

Load, Drop & Kill – The Life of a Segment

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Video

Why & How We Built An Open-Source Spark Druid Connector – Spark Druid Segment Reader

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Video

Pushing the Limits of Druid Real-time with Data Sharding

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Video

Real-Time Upserts of Data in Druid

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Video

Realtime Product Observability with Druid

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Video

Building Data Pipelines using Druid at Lyft

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Video

Principles of Data Modeling in Apache Druid

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Video

Using Druid at High Throughput for Fast Queries at Low Cost

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Video

Speeding up ML Model Training Using Druid

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Video

Keynote: Real time Analytics in Modern SaaS Applications

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Video

Production ML Model Quality Monitoring Using Druid

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Video

Apache Druid 24.0 New Feature! – SQL Based Ingestion

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Video

Introducing KUDRAS – Kubernetes Druid Autoscaler for Maximum Resource Utilization and Speed

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Video

Atlassian: Delivering insights to Confluence Users at Enterprise Scale

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Video

New Druid Challenges and Solutions in Pinterest

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Video

Low Latency Real Time Ads Pacing Queries

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Video

Keynote: Building Next-Gen Observability at Confluent

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Documenting Apache Druid Experiments

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Blog and Guides

What’s New in Imply Polaris – November 2022

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Video

Apache Druid’s Fit in the Modern Data Stack

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Video

Handling row level updates in druid using a kafka lookup

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Blog and Guides

Imply Pivot delivers the final mile for modern analytics applications

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Report

Kafka Ingestion Documentation

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Blog and Guides

Why Analytics Need More than a Data Warehouse

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Blog and Guides

Why Open Source Matters for Databases

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Blog and Guides

Ingestion from Confluent Cloud and Kafka in Polaris

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Blog and Guides

What Makes a Database Built for Streaming Data?

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Use Case

A database for external-facing analytics

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The World of Operational Visibility

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Blog and Guides

A database for IoT and telemetry

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Use Case

A database for product analytics

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Blog and Guides

A database for security and fraud

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Blog and Guides

A database for application observability

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Use Case

A database for rapid data exploration

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Use Case

A database for real-time decisioning

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Use Case

A database for operational visibility

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Use Case

A database for real-time analytics

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Case Study

Paytm Built a PB-scale Analytics Application using Druid with Imply

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Case Study

Atlassian Switches from PostgreSQL to Druid for Customer Analytics

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Case Study

How Poshmark Uses Druid to Monitor Their Platform in Real Time

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Case Study

Target and Apache Druid: Real-Time Analytics at Massive Scale

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Case Study

Confluent Delivers Real-Time Observability Across Multi-Tenant Streaming Infrastructure

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Case Study

Netflix Delivers Real-Time Observability for Playback Quality

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Speed, Scale and Streaming: Building Analytics Applications

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Everything You Need to Know About SQL-Based Ingestion in Apache Druid

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