AI/ML Systems

AI engine distributed over edge clouds, premises, and devices

AI/ML Systems

Lab overview

We envision a world where automation is seamlessly integrated into diverse verticals, revolutionizing industries and shaping new paradigms. Our research in AI/ML systems is focused on designing robust systems and platforms to infuse intelligence and introduce relentless automation into these diverse verticals.

Research projects

BLIS

Bell Labs Inferencing as a Service

Delfin-NG

Delfin-NG is a distributed platform that optimizes GPU resource utilization across enterprise environments, enabling efficient use for ML and video processing workloads.

MLaaS

MLaaS is a flexible MLOps platform for efficient ML model deployment, monitoring, and drift detection, optimizing performance across various real-world applications.