Hai Duc Nguyen

Infrastructural complexity, not execution performance, is the main barrier to adopting distributed computing, revealing a critical need for new architectural paradigms.

StreamGuard can reduce the impact of failures in real-time data streams by up to 6x with minimal overhead, revolutionizing resilience in scientific computing.

LLMs can autonomously generate efficient checkpoint/restart code for complex scientific applications, rivaling human expertise in resilience engineering.

Like the periodic table for chemistry, a new "periodic framework" promises to bring order and predictability to the chaotic world of distributed computing.

Edge-cloud-native applications face significant adoption hurdles due to fragmented tooling and operational complexity, even as practitioners prioritize usability and performance over cost.