Sponsor of the Day:
Jerkmate
https://startree.ai/user-stories/stripe-journey-to-18-b-of-transactions-with-apache-pinot/
Stripe’s Journey to $18.6B of Transactions with Pinot | StarTree
Oct 2, 2025 - Discover Stripe's journey with Apache Pinot: powering Black Friday dashboards, use cases, and centrally managed Pinot clusters.
pinot startreejourney186btransactions
https://startree.ai/about/
Real-Time Data Analytics with Apache Pinot | StarTree
Dec 18, 2025 - StarTree provides a seamless and fully managed real-time data analytics cloud solution from the original developers of Apache Pinot.
real time dataapache pinot startreeanalytics
https://startree.ai/user-stories/cisco-webex-real-time-observability-using-apache-pinot-and-grafana/
Cisco Webex Boosts Real-Time Observability with Pinot | StarTree
Jan 16, 2026 - Cisco Webex enhances real-time observability with Pinot and Grafana, achieving faster analytics and reducing infrastructure needs and latency
real time observabilitycisco webexpinot startreeboosts
https://startree.ai/resources/upserts-compaction-in-apache-pinot-startree/
Consistent, Scalable Compaction for Real-Time Upserts in Apache Pinot | StarTree
Feb 19, 2026 - Learn how upserts on Pinot are enhanced on StarTree Cloud with efficient compaction to reduce storage bloat and maintain query performance at scale.
apache pinot startreereal timeconsistentscalablecompaction
https://startree.ai/user-stories/scaling-real-time-analytics-at-angel-one-with-apache-pinot/
Scaling Real-Time Analytics at Angel One with Apache Pinot | StarTree
Apr 2, 2026 - Angel One leverages Apache Pinot to handle high-capacity loads and deliver ultra-fast query times across diverse business verticals. Angel One has resolved...
scaling real timeapache pinot startreeangel oneanalytics
https://startree.ai/user-stories/webex-meets-unprecedented-analytics-demand-with-apache-pinot/
Webex Meets Unmatched Analytics Demand with Pinot | StarTree
Jan 16, 2026 - Seeking a real-time analytics solution to meet spiking customer demand for insights, see why Webex chose Apache Pinot over Clickhouse and Elasticsearch.
meets unmatchedpinot startreewebexanalyticsdemand
https://startree.ai/user-stories/uber-serving-real-time-app-crash-analytics-while-saving-2m-with-apache-pinot/
Uber serves real-time app crash analytics while saving $2M+ with Apache Pinot | StarTree
Sep 22, 2025 - Uber migrated to Apache Pinot to power their mobile app crash analytics and saw a 70% reduction in costs, 80% reduction in CPU, and more.
apache pinot startreereal timeapp crashuberserves
https://startree.ai/resources/using-startree-to-get-the-most-out-of-apache-pinot/
Using StarTree Cloud to Get the Most Out of Apache Pinot | StarTree
Sep 9, 2025 - Discover the advantages, deployment options, and real-world use cases of StarTree Cloud. Learn how to get the most out of Apache Pinot.
startree cloudapache pinotusingget
https://startree.ai/resources/the-pinot-path-crafting-your-journey-as-a-pinot-contributor/
The Pinot Path: Crafting Your Journey as a Pinot Contributor | StarTree
Sep 9, 2025 - Join us for an insightful session on navigating your way through the Pinot project.
pinotpathcraftingjourneycontributor
https://startree.ai/user-stories/how-primer-ai-improved-performance-and-roi-from-apache-pinot-with-startree-cloud/
How Primer.AI improved performance and ROI by moving from OSS Apache Pinot to StarTree Cloud |...
Apr 13, 2026 - Should you manage OSS Apache Pinot yourself, or turn to professionally managed Apache Pinot on StarTree Cloud? This was the question Primer.ai asked themselves...
ai improvedapache pinotstartree cloudprimerperformance
https://startree.ai/resources/minions-a-powerful-framework-to-handle-complex-operational-tasks-in-pinot/
Complex Operational Tasks in Pinot with Minions | StarTree
Sep 8, 2025 - Maximize Apache Pinot's capabilities! Discover Minion's role in enhancing performance and maintaining query efficiency.
complexoperationaltaskspinotminions
https://startree.ai/resources/flattening-json-objects-in-pinot-for-performance-and-efficiency/
Flattening JSON Objects in Pinot for Performance and Efficiency | StarTree
Jan 5, 2026 - Pinot's JSON index enables fast lookups, aggregations and filtering on semi-structured data. However JSON data can be less performant than native-typed...
flatteningjsonobjectspinotperformance
https://startree.ai/resources/startree-snowflake-connector-for-apache-pinot/
StarTree Snowflake Connector for Apache Pinot | StarTree
Jul 11, 2025 - Introducing StarTree's Snowflake Connector for Apache Pinot. Streamline your data management with seamless integration and optimized performance. Learn more.
snowflake connectorapache pinotstartree
https://startree.ai/resources/a-tale-of-three-real-time-olap-databases/
Apache Pinot, Druid, and Clickhouse Comparison | StarTree
Jan 21, 2026 - Learn about 3 of the most powerful real-time OLAP databases including Apache Pinot, Druid, and Clickhouse and determine which one is right for your business.
apache pinotdruidclickhousecomparisonstartree
https://docs.startree.ai/corecapabilities/security/audit/pinot-audit-logs
Pinot Audit Configuration Guide - StarTree Docs
configuration guidestartree docspinotaudit
https://startree.ai/resources/reduce-the-cost-of-real-time-upserts-in-apache-pinot-by-10x-with-startree/
Reduce the Cost of Upserts in Apache Pinot by 10x | StarTree
Sep 9, 2025 - Learn how StarTree Cloud overcomes the limitations of real-time upserts in Apache Pinot to increase scalability and reduce costs by 10x.
apache pinotreducecostupserts10x
https://startree.ai/user-stories/magic-eden-real-time-nft-analytics-with-startree/
Magic Eden: Real-Time NFT Analytics with Pinot and StarTree
Oct 2, 2025 - NFT marketplace Magic Eden reduced query latency by 96% with real-time NFT analytics powered by Apache Pinot and StarTree.
magic edenreal timenftanalyticspinot
https://docs.startree.ai/corecapabilities/external-table/data-type-mapping
Parquet to Pinot Data Type Mapping - StarTree Docs
data typestartree docsparquetpinotmapping
https://startree.ai/solutions/pinot-with-iceberg/
Pinot with Iceberg | StarTree
pinoticebergstartree
https://startree.ai/resources/apache-kafka-and-apache-pinot/
Apache Kafka and Apache Pinot - Built together to work together. | StarTree
Oct 16, 2025 - Both Apache Kafka and Apache Pinot have a similar origin story: birthed within the halls of LinkedIn to solve the challenge of streaming data with
apache kafkabuilt togetherpinotworkstartree
https://docs.startree.ai/corecapabilities/manage-data/set-up-tiered-storage/architecture
Tiered storage for Apache Pinot in StarTree Cloud - StarTree Docs
Learn how tiered storage is built for Apache Pinot, effectively decoupling the storage from the compute in your Pinot cluster.
startree cloud docstiered storageapache pinot
https://startree.ai/user-stories/blinkit-observability-with-startree-and-apache-pinot/
Blinkit: Observability with StarTree and Apache Pinot | StarTree
Oct 2, 2025 - Blinkit, a grocery delivery service for 24+ million users, uses StarTree Cloud to provide real-time analytics for its quick commerce site.
apache pinotblinkitobservabilitystartree
https://startree.ai/resources/star-tree-indexes-in-apache-pinot-part-2-understanding-the-impact-during-high-concurrency/
Star-Tree Index in Apache Pinot: High Concurrency | StarTree
Jul 11, 2025 - Learn about the star-tree index, a specialized index in Apache Pinot that reduces query latency even during high concurrency.
apache pinothigh concurrencystartreeindex