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02/12/2023
Flag Aggregator: Scalable Distributed Training under Failures and Augmented Losses using Convex Optimization
Modern ML applications increasingly rely on complex deep learning models...
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08/18/2021
Modeling Performance and Energy trade-offs in Online Data-Intensive Applications
We consider energy minimization for data-intensive applications run on l...
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09/25/2018
Pulser: Fast Congestion Response using Explicit Incast Notifications for Datacenter Networks
Datacenter applications frequently cause incast congestion, which degrad...
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07/05/2018
Slytherin: Dynamic, Network-assisted Prioritization of Tail Packets in Datacenter Networks
Datacenter applications demand both low latency and high throughput; whi...
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05/28/2018