How VidarDB Works?

VidarDB can do everything PostgreSQL can do, but with our technology, a polymorphic storage engine, we make VidarDB run like a speedy antelope.

PostgreSQL Frontend

Because VidarDB embraces PostgreSQL ecosystem, it uses the same terminal and driver as PostgreSQL. No need to change your code, while all the miracles happen underneath.

In-place Machine Learning

It is never required to dump your data from the database to your machine learning tool anymore. VidarDB simplifies your process by running your machine learning algorithm directly in the database via your familiar SQL.

Blazingly Fast Querying

Unlike general operational database, VidarDB is designed for modern memory hierarchy, with up to orders of magnitude faster in data ingestion and querying recent data. Fresh data sit in RAM first, and will be automatically flushed to secondary memory when RAM is full.

Responsive Data Analysis

VidarDB natively supports business intelligence. The Column Store, an integral part of our innovative data structure, enables data analysis extremely responsive by fetching only portion of the data. Unlike general data warehouse, VidarDB ingests data up to orders of magnitude faster.

What is VidarDB?

Using SQL to run ML

Write and run machine learning algorithms in SQL. Keep data in your database and run in-place machine learning algorithms as data is collected.

Real-time prediction & online learning

Make predictions while training data. Parallelize both training and output to make up-to-date predictions based on the continuously evolving models.

Support data larger than memory

In-memory like speed without in-memory cost. Our hybrid memory/disk caching solution allows you to work with data sets larger than memory with the performance you expect from an in-memory database.

Automatic crash recovery

24x7 availability with automatic recovery. VidarDB has built in recovery from disk and failover from peers.

Team collaboration

Collaborate with teammates to access, modify and train data. All the team members share the same data repository with access control, immediate visibility after one modifies the data.

Faster data injection, querying and model learning

Real-time data ingestion and instant model learning. Purpose-built database engine serves for fast data ingestion and fresh data query, as well as speedy model learning.

How VidarDB Works?

VidarDB can do everything PostgreSQL can do, but with our technology, a polymorphic storage engine, we make VidarDB run like a speedy antelope.

PostgreSQL Frontend

Because VidarDB embraces PostgreSQL ecosystem, it uses the same terminal and driver as PostgreSQL. No need to change your code, while all the miracles happen underneath.

In-place Machine Learning

It is never required to dump your data from the database to your machine learning tool anymore. VidarDB simplifies your process by running your machine learning algorithm directly in the database via your familiar SQL.

Blazingly Fast Querying

Unlike general operational database, VidarDB is designed for modern memory hierarchy, with up to orders of magnitude faster in data ingestion and querying recent data. Fresh data sit in RAM first, and will be automatically flushed to secondary memory when RAM is full.

Responsive Data Analysis

VidarDB natively supports business intelligence. The Column Store, an integral part of our innovative data structure, enables data analysis extremely responsive by fetching only portion of the data. Unlike general data warehouse, VidarDB ingests data up to orders of magnitude faster.