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Romil Bhardwaj
Romil Bhardwaj
University of California, Berkeley
Computer science
Hyperparameter
resource reallocation
Search algorithm
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4
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27
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Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers
2022
NSDI | Networked Systems Design and Implementation
Romil Bhardwaj
Zhengxu Xia
Ganesh Ananthanarayanan
Junchen Jiang
Yuanchao Shu
Nikolaos Karianakis
Kevin Hsieh
Victor Bahl
Ion Stoica
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RubberBand: cloud-based hyperparameter tuning
2021
EuroSys | European Conference on Computer Systems
Ujval Misra
Richard Liaw
Lisa Dunlap
Romil Bhardwaj
Kirthevasan Kandasamy
Joseph E. Gonzalez
Ion Stoica
Alexey Tumanov
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HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline.
2020
arXiv: Distributed, Parallel, and Cluster Computing
Richard Liaw
Romil Bhardwaj
Lisa Dunlap
Yitian Zou
Joseph E. Gonzalez
Ion Stoica
Alexey Tumanov
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HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline
2019
SoCC | Symposium on Cloud Computing
Richard Liaw
Romil Bhardwaj
Lisa Dunlap
Yitian Zou
Joseph E. Gonzalez
Ion Stoica
Alexey Tumanov
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Citations (20)
1