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Kernel-as-a-Service: A Serverless Interface to GPUs

Kernel-as-a-Service: A Serverless Interface to GPUs

15 December 2022
Nathan Pemberton
Anton Zabreyko
Zhoujie Ding
R. Katz
Joseph E. Gonzalez
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Papers citing "Kernel-as-a-Service: A Serverless Interface to GPUs"

5 / 5 papers shown
Title
ESG: Pipeline-Conscious Efficient Scheduling of DNN Workflows on
  Serverless Platforms with Shareable GPUs
ESG: Pipeline-Conscious Efficient Scheduling of DNN Workflows on Serverless Platforms with Shareable GPUs
Xinning Hui
Yuanchao Xu
Zhishan Guo
Xipeng Shen
38
4
0
25 Apr 2024
A Survey of Serverless Machine Learning Model Inference
A Survey of Serverless Machine Learning Model Inference
Kamil Kojs
38
2
0
22 Nov 2023
Fusionize++: Improving Serverless Application Performance Using Dynamic
  Task Inlining and Infrastructure Optimization
Fusionize++: Improving Serverless Application Performance Using Dynamic Task Inlining and Infrastructure Optimization
Trever Schirmer
Joel Scheuner
Tobias Pfandzelter
David Bermbach
20
2
0
08 Nov 2023
ProFaaStinate: Delaying Serverless Function Calls to Optimize Platform
  Performance
ProFaaStinate: Delaying Serverless Function Calls to Optimize Platform Performance
Trever Schirmer
Valentin Carl
Tobias Pfandzelter
David Bermbach
27
6
0
27 Sep 2023
Serverless in the Wild: Characterizing and Optimizing the Serverless
  Workload at a Large Cloud Provider
Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider
Mohammad Shahrad
Rodrigo Fonseca
Íñigo Goiri
G. Chaudhry
Paul Batum
Jason Cooke
Eduardo Laureano
Colby Tresness
M. Russinovich
Ricardo Bianchini
89
601
0
06 Mar 2020
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