White Papers

• AI
• machine learning

html

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

html

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.

html

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

html

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

html

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

pdf

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
• NVIDIA
• PowerSwitch
• retail

html

Dell EMC Ready Solutions for AI: Retail Loss Prevention

This white paper describes a solution that Dell Technologies has developed with hardware and software partners to make it easier and more cost-effective for retailers to employ new technology to reduce inventory loss at the checkout lane in stores

• AI
• Intel
• Kubernetes

html

Dell EMC Ready Solutions for AI: Design for Domino Data Science Platform

This white paper describes the design of Domino Data Science Platform on Dell EMC infrastructure. Data scientists must be able to streamline model development to deployment by using an enterprise platform.

• AI
• Intel
• data analytics

pdf

Enabling the AI-Driven Enterprise with DataRobot on Dell EMC Infrastructure

Dell Technologies, DataRobot, and Intel deliver an on-premises enterprise artificial intelligence (AI) solution stack to enable organizations to implement AI transformation projects on trusted infrastructure.

• AI
• Intel
• SUSE
• Kubernetes

pdf

Reference Architecture for Data Science Platform Using Kubeflow

This white paper assembles the experience of Canonical, Dell, SUSE, Intel, and Grid Dynamics in designing, building, and supporting machine learning and data science platforms.

• AI
• Intel

pdf

Reference Architectures for H2O.ai

This white paper outlines technical considerations and sizing guidance for on-premises enterprise AI platform reference architectures jointly developed by Dell Technologies, Intel, and H2O.ai.

• AI
• Intel
• data analytics
• machine learning

pdf

Reference Architecture for End-to-End Data Science at Scale

This white paper outlines the technical considerations for deploying an on-premises enterprise data science reference architecture jointly developed by Dell Technologies, Intel, and Iguazio, and optimized for real-world performance and scalability.

• AI
• machine learning

html

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.