Operational Database Management Systems
Q1. The demand for graph databases is being regarded as essential infrastructure for AI systems. Why? Large Language Models (LLMs) are incredibly powerful for AI systems, but businesses have to balance the models’ creativity...
Q1. Previously, you worked at the Ford Motor Company as an Enterprise Architect. What did you learn there, that is useful to your current job? As an Enterprise Architect in ML Research, I gained...
“Generative AI has been used in a number of supply chain scenarios with promising results. The biggest use cases will likely revolve around analyzing large sets of historical data to help with demand planning,...
Q1. You were awarded the MySQL Rockstar 2023. Congratulations! What do you think are your most important contributions in the area of open-source relational databases? My most significant contributions to the open-source relational database community...
Q1. What are the main challenges in integrating and managing AI data for critical enterprise workloads? Modern AI application patterns are heavily leaning into real-time consumption of domain specific AI knowledge. This means that...
The growing adoption of generative AI (GenAI) is transforming industries, but its effective deployment, particularly in enterprise applications, requires overcoming significant challenges, particularly when it comes to accuracy. Solutions like Retrieval Augmented Generation (RAG),...
Q1: What inspired you to write this book on XGBoost and predictive modeling? We have always been passionate about the potential of machine learning and data science to solve real-world problems. XGBoost stands out...
Q1. You have announced Progress® MarkLogic® FastTrack™. What it is and what is it useful for? MarkLogic FastTrack is a React UI development toolkit that enables organizations to build search- and data-driven applications for exploratory data analysis...
Q1. How is stream processing different from traditional data processing? “In the beginning”, there was only one computer, one CPU, and no network. The invention of networking and the PC led to client-server computing....
Q1. Do you believe GenAI is ready to be used in daily business? Why? In some ways, GenAI is already being used in daily business operations, but only for surface level tasks that contribute...