real-time

Video: Delivering Real-Time Feedback Loops for Education

At Strata Data Conference in September, David Mellor, VP and Chief Architect at Curriculum Associates, showed how the company creates real-time feedback loops for students and educators. David covered how to build a real-time application with MemSQL, and how his team architected a combination of data workflows for actively updating data, such as student activity through online lessons and diagnostics. One workflow relies on in-memory processing to serve responses in under 200 milliseconds. The...


Five Sessions to Attend at AWS re:Invent 2017

Amazon will finish an exciting year by bringing together thousands of people to connect, collaborate, and learn at AWS re:Invent from November 27 – December 1 in Las Vegas. Whether you are a cloud beginner or an experienced user, you will learn something new at AWS re:Invent. This event is designed to educate attendees about the AWS platform, and help develop the skills to design, deploy, and operate infrastructure and applications. MemSQL is exhibiting in the Venetian Sands Expo Hall, so...


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...


Why You Need a Real-Time Data Warehouse for IoT Applications

As always-on devices and sensors proliferate, the data emitted from these devices provides meaningful insights to improve customer experiences, optimize costs, and identify new revenue opportunities. In a recent report, Taking the Pulse of Enterprise IoT from McKinsey & Company, 48 percent of respondents cited “managing data” as a critical capability gap related to their IoT initiatives.1 The data infrastructure behind IoT applications requires a high performing and easy-to-access...


Secure Real-Time Mission-Critical Analytics

Data today moves in extremely large volumes at light speed all while requiring high levels of protection on the content. Traditional database and data warehouse technologies are unable to handle these workloads without the need for expensive hardware appliances. The NoSQL and Hadoop-based systems are very complex and unable to support real-time analysis. A new way to process fast-moving, structured content is needed to achieve this level of scale and security. Why not a highly secure and extreme...


Delivering Scalable Self-Service Analytics

Within 48 hours of launching Google Analytics as a free product, virtually all of Google’s servers crashed. Eric Schmidt called this Google’s “most successful disaster.” Why would a free product, whose hardware requirements melted down a datacenter, be worth it? Wesley Chan, the creator of Google Analytics, later said that, “Google Analytics generates about three billion dollars in extra revenue,” as noted in Steven Levy’s book, In The Plex. Google Analytics allowed Google’s...


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...


hybrid cloud

The Real-Time Data Warehouse for Hybrid Cloud

As companies move to the cloud, the ability to span on-premises and cloud deployments remains a critical enterprise enabler. In this post, we’ll review the basics of a hybrid cloud model for MemSQL deployments to fit conventional and future needs. MemSQL Background MemSQL is a real-time data warehouse optimized for hybrid cloud deployments, and excels at operational use cases. MemSQL users are drawn to the ability to load and persist live data at petabyte scale while simultaneously querying...


real-time data warehousing

Real-Time Data Warehousing for the Real-Time Economy

In the age of manual decision making based on predictable data formats, data feeds, and batch processing times, enterprise businesses stayed current with ad hoc analyses and periodic reports. To generate analyses and reports, businesses relied on the traditional data warehouse. Using extraction, transformation, and load batch processes, the traditional data warehouse standardized disparate data into normalized schemas and pre-computed cubes. With the data shaped into pre-configured dimensions...


The Analytics Race Amongst The World's Largest Companies

The Analytics Race Amongst The World’s Most Valuable Companies Data is fueling the world’s most valuable companies. Today the list is topped by Apple, Google, Microsoft, Amazon, and Facebook. These top companies harness data to drive outsized value. While the companies are unique, they share a more common approach to analytics than you might expect. The Rapid Rise of Data Capture for Analytics In a short span, entire industries have been born that didn’t exist previously. Each of these...