ML Training with Cloud GPU Shortages-Reference-Cited by-同舟云学术

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ML Training with Cloud GPU Shortages

Published:2024-04-22 Issue: Volume:34 Page:107-116
ISSN:
Container-title:Proceedings of the 4th Workshop on Machine Learning and Systems
language:
Short-container-title:

Author:

Strati Foteini¹^ORCID,Elvinger Paul¹^ORCID,Kerimoglu Tolga¹^ORCID,Klimovic Ana¹^ORCID

Affiliation:

1. ETH Zurich

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3642970.3655843

Reference44 articles.

1. 2023. Train and deploy large language models on Amazon SageMaker. https://d1.awsstatic.com/events/Summits/reinvent2022/AIM405_Train-and-deploy-large-language-models-on-Amazon-SageMaker.pdf.

2. 2024. All networking pricing. https://cloud.google.com/vpc/network-pricing.

3. 2024. Amazon Web Service. https://aws.amazon.com/.

4. 2024. Azure Bandwidth Pricing. https://azure.microsoft.com/en-us/pricing/details/bandwidth/#pricing.

5. 2024. DeepSpeed Pipeline Parallelism. https://www.deepspeed.ai/tutorials/pipeline/.

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