Systems & networking
Researching next-generation systems and networks that power reliable, scalable, and efficient computing.
Podcast
What’s Your Story: Ranveer Chandra
You may know tech, but how well do you know the people behind the advances? Ranveer Chandra talks about growing up in India, his work in systems and networking, and finding joy in your job…
Project
Domain Specialization
Scaling performance beyond Moore’s law Note: This research project has reached its conclusion. These pages are maintained for reference and archival purposes. Domain specialization is expected to play a big role in how computer systems evolve in future. With the end of Moore’s Law, we are already seeing CPU, GPU and domain specific hardware evolving rapidly. The next decade is therefore expected to see big changes in how we develop, compile and run software. This project…
Microsoft Research Blog
Efficient and hardware-friendly neural architecture search with SpaceEvo
A persistent challenge in deep learning is optimizing neural network models for diverse hardware configurations, balancing performance and low latency. Learn how SpaceEvo automates hardware-aware neural architecture search to fine-tune DNN models for swift execution…
Project
AI Infrastructure
Towards efficient AI/ML deployment The AI Infrastructure team at Microsoft Research India works on cutting-edge systems optimizations for improving the efficiency of a variety of AI/ML workloads, including an emerging class of workloads, namely, serving large…