Disaggregated GPU Acceleration for Serverless Applications

Disaggregated GPU Acceleration for Serverless Applications

Serverless platforms have been attracting applications from traditional platforms because infrastructure management responsibilities are shifted from users to providers. Many applications well-suited to serverless environments could leverage GPU acceleration to enhance their performance. Unfortunate...

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Veröffentlicht in:Operating systems review 2023-06, Vol.57 (1), p.10-20
Hauptverfasser: Fingler, Henrique, Zhu, Zhiting, Yoon, Esther, Jia, Zhipeng, Witchel, Emmett, Rossbach, Christopher J.
Format: Artikel
Sprache:eng
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Zusammenfassung:Serverless platforms have been attracting applications from traditional platforms because infrastructure management responsibilities are shifted from users to providers. Many applications well-suited to serverless environments could leverage GPU acceleration to enhance their performance. Unfortunately, current serverless platforms do not expose GPUs to serverless applications.
ISSN:0163-5980
DOI:10.1145/3606557.3606560