CelerData Case Studies | CelerData

All Real-Time Analytics Trino Replacement Pinot Replacement Apache Druid Replacement Data Lakehouse PostgreSQL Replacement Customer-Facing Analytics ClickHouse Replacement Postgres Replacement Snowflake Replacement Amazon Redshift Replacement Amazon Athena Replacement Google BigQuery Replacement

Cisco Webex

Cisco Webex migrates from Pinot + Trino to StarRocks — achieving faster joins and subqueries, 50% average latency reduction, up to 10x performance on key workloads, and a single self-service SQL interface for all analytics.

Intuit

Intuit’s IPS team replaces Druid with StarRocks to power real-time OLAP — achieving sub-4s freshness, 100K+ events/sec, native upserts, fast joins, and simpler operations.

Coinbase

Coinbase powers massive blockchain fraud detection and compliance with StarRocks—573B+ rows across 10 chains, real-time Kafka ingestion, and sub-second analytics at global scale.

Demandbase

Demandbase uses Apache Iceberg and StarRocks to build a cost-efficient lakehouse that scales to petabytes while delivering near real-time analytics.

Celonis Case Study

Celonis

Celonis achieves sub-2-second queries on 20B+ rows and 100-table joins with StarRocks — redefining process mining performance at enterprise scale.

Pinterest Use Case

Pinterest

Pinterest uses StarRocks to scale their real-time platform for advertiser metrics.

SplitMetrics

SplitMetrics moves from PostgreSQL to StarRocks — delivering sub-2s real-time updates, faster and more predictable dashboards, and 50% lower infrastructure costs.

Grab

Grab develops a Spark observability platform for real-time and historical performance analytics using StarRocks.

VIDEO CASE STUDY

Demandbase

Demandbase ditches the need for denormalization and saves big by switching from ClickHouse to CelerData.

Coinbase Use Case

Coinbase

Coinbase leverages CelerData to deliver data warehouse-level performance for analytics on their open data lake.

VIDEO CASE STUDY

Shopee Use Case

Shopee

StarRocks adoption leads to a 3x performance boost for Shopee's data services.

Airbnb Use Case

Airbnb

Airbnb develops the next generation of their real-time data analytics infrastructure with StarRocks.

Fresha

Fresha adopts StarRocks to offload OLAP from Postgres and unify real-time + historical analytics — delivering ~200 ms queries, minute-level freshness, and predictable performance across their lakehouse and operational paths.

Eightfold Use Case

Eightfold

Eightfold uses StarRocks to move beyond Amazon Redshift for blazing-fast customer-facing analytics.

VIDEO CASE STUDY

Wechat Use Case

WeChat

WeChat uses StarRocks to power its trillion-record lakehouse architecture.

Naver

StarRocks makes it possible for Naver to handle efficient multi-table JOINs for a faster, more scalable data platform.

Tencent Use Case

Tencent

Tencent Games unites petabytes of data from across its subsidiaries for real-time analysis with StarRocks.

Haezoom

CloudShift helps Haezoom replace Apache Druid with StarRocks — delivering 1.74× higher throughput, 44% faster queries, 4× gains on complex analytics, and 30% lower infrastructure costs for large-scale solar energy operations.

Trip.Com

Trip.Com uses StarRocks to take their analytics from the data warehouse to the data lakehouse.

Herdwatch Use Case

Herdwatch

Herdwatch enables customer-facing analytics using Apache Iceberg and CelerData Cloud.

TRM

TRM is able to drop BigQuery and move to the lakehouse for their new analytics platform thanks to StarRocks.

Verisoul Use Case

Verisoul

StarRocks replaces Google BigQuery at Verisoul to make real-time analytics possible.

Rednote Use Case

RedNote

To support advertisers on its 200 million-user platform, RedNote relies on StarRocks for real-time insights.

VIDEO CASE STUDY

Lenovo Use Case

Lenovo

Lenovo simplifies their data processing and BI analysis using StarRocks.

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