Planter is a modular framework for realising in one-click in-network machine learning algorithms.
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Jun 13, 2024
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in-network-computing
Here are 6 public repositories matching this topic...
[Long Term Support] [SIGCOMM 2023] Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference
verilog fpga-soc smartnic machine-learning-systems photonic-computing rfsoc inference-serving in-network-computing
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Sep 20, 2024 - Verilog
Transparent fault tolerance for unmodified servers as a byproduct of in-network total-order communication.
rust distributed-systems networking replication fault-tolerance rdma tla-plus crash-recovery in-network-computing deterministic-replay systems-research transparent-fault-tolerance
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Aug 23, 2026 - Rust
P4-based in-network aggregation system for Federated Learning that performs gradient summation directly inside programmable switches, reducing network congestion and server overhead while demonstrating the SwitchML paradigm using BMv2, Mininet, Scapy, and Docker.
p4 distributed-machine-learning federated-learning programmable-network in-network-computing in-network-aggregation switchml
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Mar 12, 2026 - P4
Library for emulation of Kubernetes clusters in complex container-based virtual networks
python linux kubernetes library tree network emulation data-center p4 kind fat-tree virtual-networking kathara in-network-computing
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Jul 1, 2025 - Python
In-Network & Photonic Neural Compute Simulator (Zero-VRAM, 1.58-bit Ternary Optical Routing Engine)
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Aug 29, 2026 - Python
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