Paper
Comparison of Microsoft Azure, Google Cloud, and Amazon Web Services for High-Performance Computing
Published Nov 7, 2024 · I. G. L. A. O. Cahyadi Pradipta, Alringga Rizky Widangsa, Irnayanti Dwi Kusuma
2024 9th International Conference on Information Technology and Digital Applications (ICITDA)
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Abstract
This study investigates computing-optimized instances from Microsoft Azure, Google Cloud, and Amazon Web Services (AWS). Each platform is rigorously evaluated using established high-performance computing (HPC) benchmarks, including HPCC and HPCG, to assess their computational efficiency comprehensively. These benchmarks aim to demonstrate that the optimal cloud solution is application-specific, varying based on workload characteristics. This study offers insights into optimizing cloud resource allocation and management strategies through a comprehensive analysis. The findings are expected to guide organizations in achieving optimal high-performance computing configurations within cloud environments for more efficient computational resources and big data analytics.
The optimal cloud solution for high-performance computing varies based on workload characteristics, with Microsoft Azure, Google Cloud, and Amazon Web Services being the most effective options.
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