Data platforms and analytics
Advancing data systems and analytics that enable scalable insights, intelligent applications, and scientific discovery.
A Longitudinal Study of Google Play
Artificial Social Intelligence
Breakthroughs in Artificial Intelligence (AI) have typically shown that AI systems are good at solving specific tasks that have a well-defined goal, such as Speech Recognition, Image Captioning, Games like Poker/Go/Jeopardy, among others. However, as…
Cloudberry for Interactive Big Queries and TextDB for Cloud-Based Text Analytics
This talk will give an overview of our research projects. Cloudberry is a middleware solution to support interactive exploration and visualization on large data sets (“responsive big queries”). Using the Apache AsterixDB as its backend…
Dynamic Data Collection and Diagnostics for Improving JavaScript Applications
JavaScript is becoming one of the most popular languages, yet it is known for its suboptimal design. To effectively use JavaScript despite its design flaws, lightweight static analyses, implemented in “lint-like” tools, are widely used…
