Agentic AI for Systems Design
LLM-based multi-agent systems that design, test, and optimize computer systems reaching expert-level designs in hours instead of months.
Savaal
A concept-driven question-generation system that turns papers, textbooks, and lecture material into deep multiple-choice quizzes.
CityMesh
A decentralized city-scale Wi-Fi mesh that keeps residents connected when internet infrastructure fails, routing traffic across existing access points to opportunistic gateways.
Checkmate
Per-iteration model checkpointing with near-zero training overhead, multicasting data-parallel gradients to a CPU-based shadow cluster instead of writing slow checkpoints.
m3 / m4
Learned flow-level network simulators that approach packet-level accuracy at flow-level speed, enabling fast performance estimation for large-scale networks.
Gemino
Neural and generative codecs for real-time video conferencing — Gemino reconstructs high-quality video from very low bitrates, with companion systems for loss resilience and rate control.
CausalSim
A causal framework for unbiased trace-driven simulation, letting traces collected under one algorithm faithfully simulate another. NSDI '23 Best Paper.
Lightning
A reconfigurable photonic-electronic SmartNIC that serves real-time DNN inference by feeding network traffic directly into a photonic computing core.