Dell Technologies - Tech Insight

Data Science Workstations Benchmarks and Best Practice

TechAdmin — Tue, 16 Apr 2024 14:24:09 +0000

As the vast number-crunching enabled by artificial intelligence (AI) becomes a critical part of most organizations’ business models, finding the right tools, technologies and techniques to do the job effectively becomes ever more vital. To demonstrate how selecting the right components can maximize the effectiveness of AI tasks, Dell has benchmarked various Dell Precision Data Science Workstation configurations against both deep learning and machine learning workflows.

Dell’s analysis clearly demonstrates the substantial benefits of NVIDIA RTX GPU acceleration and includes all original data, so testing and validation of the findings is possible by third parties. One machine learning model training benchmark reveals that running on a CPU takes 6.4x longer than on a GPU configuration. While another deep learning benchmark shows up to 4.74x in speedup due to multi-GPU acceleration. The second half of this paper uses these findings to provide a simple best practice guide for selecting the optimum components for any workflow.

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ACCELERATE TRANSFORMATION ANYWHERE

TechAdmin — Tue, 16 Apr 2024 14:06:30 +0000

Today’s business and IT leaders are seeking to overcome unprecedented challenges. To accelerate with the growth of data. To optimize staff and budget resources. To protect and secure data. To reduce costs and carbon emissions. And to do it all outside of the traditional data center — transforming IT to drive success in multiple clouds and at multiple edges, at scale.

Learn more about Dell Technologies solutions powered by Intel^® Xeon^® Scalable processors.

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PowerEdge – Cyber Resilient Infrastructure for Zero Trust world

TechAdmin — Tue, 16 Apr 2024 14:03:32 +0000

Cyberthreats and attacks are becoming more nefarious and widespread, and they’re predicted to accelerate. In 2020, Cybersecurity Ventures predicted global cybercrime costs would grow by 15% per year over the next five years, reaching $10.5 trillion annually by 2025, up from $3 trillion in 2015. As data is accessed across devices, on-premises and in the cloud, high-impact data breaches continue to mount. To maintain a more secure environment, businesses must be more comprehensive in their approach.

Learn more about Dell Technologies solutions powered by Intel^® Xeon^® Scalable processors

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