Projects
The broad goal of Project Laplace is to enable privacy-preserving data analysis and machine learning using differential privacy.
We aim to develop practical tools and techniques that can help cloud developers adequately debug, test, configure, and monitor their systems. The research spans all aspects of improving reliability and availability of large-scale cloud systems, including understanding various runtime failures…
Established:
Do you spend hours trying to clean, standardize, and transform data such as date-time, addresses, phone numbers, and URLs? Transform-Data-by-Example is an Excel add-in that helps you find the desired transformation function easily. All you need to do is…
Established:
Industries ranging from manufacturing to healthcare are eager to develop real-time control systems that use machine learning and artificial intelligence to improve efficiencies and reduce cost. We are exploring this new computing paradigm by identifying and addressing emerging technology and…