White Papers

• AI
• NVIDIA
• PowerEdge
• VMware
• machine learning
• Kubernetes
• vSAN

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Automate Machine Learning with H2O Driverless AI on Dell Infrastructure

This technical white paper discusses the benefits of automated machine learning and the challenges of non-automated model development that it overcomes. The paper presents an overview of the H2O Driverless AI product from H2O.ai, along with a solution architec

• AI
• deep learning
• NVIDIA
• PowerEdge
• vSphere
• machine learning
• GPU

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White Paper—Optimize Machine Learning Through MLOps with Dell Technologies and cnvrg.io

This white paper defines MLOps, describes its purpose and increasing relevance for practitioners of machine learning and artificial intelligence, and details how organizations can use MLOps to optimize their machine learning deployments and bring prototypes in

• deep learning
• NVIDIA
• PowerEdge
• VMware
• vSphere
• VxRail
• virtualization
• PowerSwitch
• GPU
• PowerScale

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White Paper - Virtualizing GPUs for AI with VMware and NVIDIA Based on Dell Infrastructure

This white paper describes Dell Technologies Validated Design for AI, which was designed in collaboration with VMware and NVIDIA. It details how enterprises can run AI workloads alongside existing applications in data centers without compromising performance.

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Dell Technologies DellNLP: A Centralized Text Processing Engine

This white paper describes how an in-house Natural Language Processing (NLP) product, DellNLP, leverages machine learning and artificial intelligence to derive insights from text data within Support Services and improves the customer experience.

• AI
• machine learning

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Leveraging Real-Time Process Data to Predict Delays and Improve Deployment Time to Value

This white paper describes the combination of deployment process mining with machine learning to develop a prediction model that eliminates nonvalue-added steps and significantly improves customer time to value.

• NVIDIA
• PowerEdge
• GPU
• MLPerf
• Intel Xeon

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MLPerf™ Inference v1.0 – NVIDIA GPU-Based Benchmarks on Dell EMC PowerEdge R750xa Servers

This paper describes Dell EMC PowerEdge R750xa server performance results submitted to the MLPerf™ Inference v1.0 benchmark. The results indicate that the server delivered optimal performance making it an excellent choice for inference workloads.

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Edge Simulation for Advanced Development Systems

This whitepaper describes how Dell Technologies is working with monoDrive to produce high-fidelity simulations using the industry-leading PowerEdge and PowerStore systems.

• NVIDIA
• PowerEdge
• machine learning
• GPU
• MLPerf

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Harness the Power of Dell EMC PowerEdge R7525/R7515 Servers with NVIDIA GPUs for Machine Learning Inference

Dell Technologies has a rich portfolio of hardware platforms that are being used to power ML and DL solutions. This paper showcases two servers from Dell Technologies that are powered by AMD processors and accelerated by NVIDIA GPUs.

• deep learning
• NVIDIA
• Kubernetes
• GPU

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Dell EMC Ready Solutions for AI: Safer and Smarter Environments with Intelligent Video Analysis

A Ready Solution developed by the Dell Technologies AI Innovation Lab partnering with Deep Vision AI and NVIDIA. It uses intelligent video analytics to create safer and smarter environments for retail stores, health care, manufacturing, and other industries.

• Red Hat Enterprise Linux
• Red Hat
• NVMe

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Performance and Tuning Considerations for SAS Viya on Dell EMC VxFlex

This technical paper presents the testing results of a SAS Viya workload on the Dell EMC VxFlex system. The Dell EMC VxFlex was utilized as an MPP architecture for the Viya system.

• AI
• machine learning

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Dell and Comet - Experiment Management for Machine Learning Projects

A two-part white paper covering the benefits of using the Comet machine learning platform with a Dell EMC AI-enabled infrastructure.