Muhammad Shahbaz
where else to find them
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on a stage with
- Alex Malleryonce
- Ali Imranonce
- Annus Zulfiqaronce
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who talks about the same things
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| title | conference | date |
|---|---|---|
| SPLIDT: Partitioned Decision Trees for Scalable Stateful Inference at Line Rate | NSDI '26 | 2026-05-04 |
SPLIDT implements partitioned decision trees on switches/SmartNICs by cutting trees into per-subtree partitions, training each subtree on fixed-size packet… | ||
| OptiReduce: Resilient and Tail-Optimal AllReduce for Distributed Deep Learning in the... | NSDI '25 | 2025-04-28 |
OptiReduce is a time‑bounded AllReduce system that trades guaranteed delivery for bounded loss and faster completion: it implements an unreliable bounded… | ||
| Caravan: Practical Online Learning of In-Network ML Models with Labeling Agents | 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24) | 2024-07-10 |
CARAVAN is a prototype system that uses labeling agents (off‑the‑shelf foundation models like GPT‑4 via API) to generate noisy labels (70–80% accuracy) for… | ||
| The nanoPU: A Nanosecond Network Stack for Datacenters | 15th USENIX Symposium on Operating Systems Design and Implementation (OSDI '21) | 2021-07-14 |
Prototype integrates NIC and CPU on FPGA, adds a register-file fast path that places incoming messages into CPU registers, and a hardware thread scheduler that… | ||
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