Robust evaluation of GPU compute instances for HPC and AI in the cloud: a TOPSIS approach with sensitivity, bootstrapping, and non-parametric analysis

Author:

Kumar Mandeep,Kaur Gagandeep,Rana Prashant Singh

Publisher

Springer Science and Business Media LLC

Reference33 articles.

1. Amazon Web Services (AWS) (2024) Instance types. https://aws.amazon.com/ec2/instance-type. Accessed 10 Aug 2024

2. Microsoft Azure Virtual Machines (2024) https://azure.microsoft.com/en-in/pricing/details/virtual-machines/series. Accessed 10 Aug 2024

3. Google Cloud Platform (GCP) (2024) GPU machine types. https://cloud.google.com/compute/docs/gpus. Accessed 10 Aug 2024

4. Oracle Cloud Infrastructure (OCI) (2024) GPU instances. https://www.oracle.com/in/cloud/compute/gpu. Accessed 10 Aug 2024

5. Hwang C-L, Yoon K (1981) Methods for multiple attribute decision making. Lecture notes in economics and mathematical systems, 186

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