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05/22/2023
Rethinking Machine Learning Collective Communication as a Multi-Commodity Flow Problem
We show communication schedulers' recent work proposed for ML collective...
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03/24/2023
Honeycomb: ordered key-value store acceleration on an FPGA-based SmartNIC
In-memory ordered key-value stores are an important building block in mo...
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09/03/2022
HammingMesh: A Network Topology for Large-Scale Deep Learning
Numerous microarchitectural optimizations unlocked tremendous processing...
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05/27/2021
PAC: Practical Accountability for CCF
Permissioned ledger systems execute transactions on a set of replicas go...
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02/28/2021
Predicting post-operative right ventricular failure using video-based deep learning
Non-invasive and cost effective in nature, the echocardiogram allows for...
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06/25/2020
Fast General Distributed Transactions with Opacity using Global Time
Transactions can simplify distributed applications by hiding data distri...
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04/12/2020