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1. netagg netagg Public

   A dynamic in-network aggregation framework using programmable switches to optimize gradient synchronization in distributed deep learning. Supports multi-tenant environments. Compatible with PyTorch…

   P4 1

2. linerateML linerateML Public

   Embedding ML models in a programmable switch to achieve line-rate per-packet traffic classification and anomaly detection.

   P4

3. ResSched ResSched Public

   A resource-aware scheduler for distributed deep learning workloads.

   Python

4. rescue rescue Public

   A distributed super-resolution architecture for traffic matrix prediction with partial network traffic visibility.

   Jupyter Notebook

5. p4burst p4burst Public

   Robinhood's protocol code, our in-network burst mitigation algorithm for datacenter networks.

   Python