CelerData Blog

How to Seamlessly Accelerate Data Lake Queries

Slow data lake queries often compel users to transfer their data and workload to a data warehouse for query acceleration. This process ...

Trino vs. StarRocks: Get Data Warehouse Performance on the Data Lake

Trino has long been praised for its data lake analytics performance, but it now struggles to keep up with modern demands for lower late...

Why Apache Druid Can't Handle Modern Real-Time Analytics

Apache Druid is known for its real-time data ingestion and querying capabilities, especially under high concurrency scenarios. However,...

CelerData X DBTA: Go Pipeline-Free With Real-Time Analytics

While normalization stands as a foundational pillar of relational databases, the unsatisfactory JOIN performance of today's real-time O...

Ditch Denormalization in Real-Time Analytics With JOINs

*The content of this blog post is based on our recent webinar, "Ditching denormalization in Real-time analytics: How StarRocks Delivers...

Denormalizing Tables To Avoid JOINs: Pros, Cons, and Alternatives

As the needs of your business grow and change, so too will your database design approach. For many, this inevitably leads to denormaliz...

Answering Questions About StarRocks vs. ClickHouse

One of the most common solutions our customers compare us to in their evaluation process is ClickHouse, and that's no surprise. After a...

From Denormalization to Joins: Why ClickHouse Cannot Keep Up

*The content of this blog post is based on our recent webinar, "From Denormalization to Joins: Why ClickHouse Cannot Keep Up". ClickHou...

What Is User Behavior Analytics?

Understanding how users interact with your platforms and products is paramount to success. It's no surprise then that user behavior ana...