Jacob Nelson
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| title | conference | date |
|---|---|---|
| TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches | NSDI 2023 | 2023-04-17 |
TACCL is a synthesizer that uses communication sketches to prune an MILP search and generate concrete ALLGATHER/ALLREDUCE/ALLTOALL algorithms tuned to DGX‑2… | ||
| SwiSh: Distributed Shared State Abstractions for Programmable Switches | 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22) | 2022-04-04 |
SwiSh provides a data‑plane shared‑state layer that runs on P4/Tofino switches and implements three replication protocols (strong, eventual, and Strong… | ||
| Unlocking the Power of Inline Floating-Point Operations on Programmable Switches | 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22) | 2022-04-04 |
Proposes FPISA, a compact floating-point representation and pipeline methods, implements it on Intel Tofino then identifies throughput and accuracy limits, and… | ||
| Scaling Distributed Machine Learning with In-Network Aggregation | NSDI ’21 | 2021-04-12 |
Implements SwitchML: a co-designed system that pushes aggregation into a programmable switch dataplane to reduce model-update volume and offload the all-reduce… | ||
| Securing RDMA for High-Performance Datacenter Storage Systems | HotCloud '20 | 2020-07-13 |
RDMA adoption at Microsoft Azure and Alibaba delivers microsecond latencies and millions of bytes/sec but introduces concrete risks: NIC-side cpu bypass makes… | ||
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