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Running Multiple Applications on One GPU with vSphere Bitfusion

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This blog post was written by Lan Vu Senior Member of Technical Staff and Jim Brogan Senior Solutions Architect for vSphere Bitfusion. Josh Simons Senior Director & Chief Technologist, High Performance Computing and Ricky Ho Senior Staff Data Scientist served as the reviewers. There are many AI/ML applications that while having a practical requirement for Read more...

GPU Virtualization for Machine Learning Workloads Part 2

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The Article is authored by  Uday Kurkure<ukurkure@vmware.com>, Lan Vu <lanv@vmware.com> and Hari Sivaraman <hsivaraman@vmware.com> While machine learning (ML) continues its rapid advance as a source of competitive advantage, from improved quality of products and services to better business decision-making, business and IT leaders are simultaneously challenged to build and maintain the infrastructure required without dramatically increasing costs. Read more...

GPU Virtualization for Machine Learning Workloads

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The Article is authored by  Uday Kurkure<ukurkure@vmware.com>, Lan Vu <lanv@vmware.com> and Hari Sivaraman <hsivaraman@vmware.com> Many of today’s most successful enterprises are turning to machine learning as a source of competitive advantage. With its ability to rapidly analyze enormous amounts of data from disparate sources and contextualize the data’s relevance to business goals and objectives, ML helps reduce Read more...

Meet the Author: Uday Kurkure

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Uday Kurkure is a Lead Staff Engineer with VMware Performance Engineering. As lead performance engineer for machine learning at VMware, Uday Kurkure is a prolific inventor, author, and speaker. He is deeply experienced in optimizations for performance and machine learning, with a broad suite of skills that includes writing compilers, designing accelerator ASICs/FPGAs, computer graphics, and VMware Read more...