Optimizing Kernel Paths for Performance and Energy

The growing size of modern OSes such as Linux is well documented and likely exacerbated as more features are packed into hardware. To address these challenges, a large body of work in application-specific OSes and optimizations has been developed for accelerating...

DataWorksAI Text-to-SQL LLM chatbot

This research project involves Master’s students in Analytics and Machine Intelligence at Northeastern University, Boston, MA This project aims to improve the accuracy of a text-to-SQL chatbot’s human-to-text querying using the OpenAI platform and GPT LLM...

CoFHE: Compiler for Fully Homomorphic Encryption

In today’s data-driven world, our personal data is frequently shared with enterprises and cloud service providers. Unfortunately, data processing in the cloud is not 100% secure and private. In the year 2022, approximately 4,100 data breaches were publicly reported,...