Artificial Intelligence

Data Warehouse in the Age of AI Maturity

The MemSQL maturity framework for data warehousing in the age of artificial intelligence depicts the journey of digital transformation. Caption: Data Warehouse in the Age of AI Maturity Framework by MemSQL. Consisting of three epics and seven maturation stages that symbolize increasing strategic value, the framework outlines the transformation from descriptive analytics to predictive analytics to prescriptive analytics for modern organizations and enterprises.   In this blog post, we...


Modern Data Warehousing, Meet AI

We are enchanted by the possibility of digital disruption. New computing approaches, from cloud to artificial intelligence and machine learning, promise new business models and untold efficiencies. We are closing the gap between science fiction and business operations. A Quick Look Back Let’s take a quick look back at data processing, and then come back to the industry frontier. It started with data and the place to put it, which became the database. Then came a desire to understand the data...


Image Recognition at the Speed of Memory Bandwidth

MemSQL is a real-time data warehouse and a perfect system for large scale operational analytics. MemSQL provides millisecond response times for analytical queries and is a part of the critical path for real-time applications. We often hear from our customers that they want to do various types of artificial intelligence (AI) and machine learning (ML) model evaluations for IoT data, as well as imagery, in real time. A good example of this is when you need to find similar images in a large corpus...


AI's Secret Weapon: The Data Corpus

As industries latch on to the rise of machine learning and artificial intelligence, we see firsthand that the key to success is often the data itself. While discussions on the latest algorithms and learning models capture mainstream attention, the real determining factor of a company’s success is its ability to leverage a corpus of data. Recently our CEO Eric Frenkiel delivered a talk on this topic, Machines and the Magic of Fast Learning. The premise was simple, and inspired by a discussion...