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Home > Workload Solutions > Data Analytics > White Papers

White Papers

White papers that describe solutions for data analytics, including related white papers from analysts and partners

  • data analytics
  • PowerEdge
  • PowerVault
  • Unity XT
  • data warehouse
  • Teradata
White Paper–Teradata Vantage on Dell Infrastructure

This paper describes solutions based on Teradata Vantage data management and enterprise analytics software. Built on PowerEdge servers, PowerVault, and Unity storage, the solutions include a QuickStart, an Analytic Archive, and an Enterprise Data Warehouse.
  • data analytics
  • Splunk
  • PowerEdge
  • PowerSwitch
  • ECS
  • bucket data
  • machine data
  • predictive maintenance
  • search
  • validated design
  • cloud native
  • index
  • IT operations
  • SmartStore
White Paper—Cloud Native Splunk Enterprise with SmartStore—Predictive Maintenance for IT Operations

This white paper provides an overview of Splunk Enterprise with SmartStore, for deployment in a cloud native manner using containers with Kubernetes orchestration, running on Intel-powered Dell infrastructure. This paper is focused on one of the use cases for
  • data analytics
  • PowerEdge
  • machine learning
  • PowerSwitch
  • PowerScale
  • data management
  • ECS
  • bucket data
  • data engineering
  • data lake
  • data lakehouse
  • data warehouse
  • machine data
  • streaming data
  • predictive maintenance
  • search
  • validated design
White Paper—Dell Validated Design for Analytics—Data Lakehouse

This white paper describes the use of a Data Lakehouse to streamline and optimize data analytics. A Dell Technologies Validated Design for Analytics – Data Lakehouse is introduced, featuring Dell PowerEdge and PowerScale infrastructure and supporting Robio.io
  • PowerEdge
  • VMware
  • PowerMax
  • AMD
  • Unisphere
World-Record VMmark 3 Single-Socket Performance using Dell PowerEdge R7515 Servers and PowerMax 8000 Storage

This white paper demonstrates the suitability of Dell PowerEdge R7515 single-socket servers for virtualized environments using VMmark, a benchmark that measures the performance and scalability of virtualization platforms.
  • AI
  • data analytics
  • big data
  • Hadoop
  • PowerEdge
  • machine learning
  • PowerSwitch
  • PowerStore
  • data management
  • Cloudera Data Platform
  • Private Cloud Base
  • validated solution
  • CDH
  • HDP
White Paper—Data Management with Cloudera Data Platform on Dell Infrastructure

This white paper provides overview information for the Dell Technologies Validated Design for Data Management with Cloudera Data Platform (CDP) Private Cloud Base, for deployment on Dell PowerEdge servers, PowerSwitch networking, and PowerScale storage.
  • big data
  • PowerFlex
  • Cloudera
  • PowerScale
Cloudera Data Platform (CDP) 7.1.6 with PowerFlex and PowerScale

This white paper highlights the design considerations of CDP 7.1.6 on Dell EMC PowerFlex and PowerScale.
  • data analytics
  • PowerEdge
  • vSphere
  • Red Hat
  • OpenShift Container Platform
  • Tanzu
  • Intel Xeon
Application Modernization for High-Volume Workloads with DataStax

Built on Apache Cassandra, DataStax enables enterprises to make use of large and distributed datasets. This white paper explores how DataStax Enterprise enables application modernization, and how it performs on Kubernetes platforms including Red Hat OpenShift.
  • data analytics
  • PowerScale
  • ECS
Dell EMC Technologies Powered by Dremio for Lightning-Fast Data Analytics

This technical white paper summarizes TPC-DS performance test results of Dremio with Dell EMC PowerEdge servers as compute cluster, PowerScale through HDFS protocol and ECS through S3 protocol as storage cluster.
  • data analytics
  • VMware
  • Isilon
  • Tanzu
How to Build and Deploy an All-in-One Data Lake, Data Mart and Data Warehouse

This document describes a performant, space-efficient, scale-out data analytics solution with VMware Tanzu Greenplum, Dell EMC PowerScale, and Dell EMC Isilon.
  • data analytics
  • PowerEdge
  • AMD
  • healthcare
Graph Analytics in Healthcare Operations

This white paper presents a case study of TigerGraph on Dell EMC PowerEdge C6525 servers with AMD EPYC processors for a major health care organization, to address several critical use cases using graph analytics in healthcare operations.
  • data analytics
  • VxFlex
  • Kubernetes
  • CSI
VxRack FLEX and VxFlex Ready Nodes: Premier HCI Platforms for Kubernetes Stateful Applications

This white paper provides guidance on using VxFlex OS Container Storage Interface (CSI) driver to deliver persistent storage for PostgreSQL and Cassandra.
  • data analytics
  • VMware
  • Red Hat Enterprise Linux
  • VxFlex
Performance and Tuning Considerations for SAS on Dell EMC VxFlex Integrated Rack

This technical paper outlines performance test results performed by SAS and general considerations for configuring and tuning the Dell EMC VxFlex integrated rack system for SAS application performance.
  • data analytics
  • Hadoop
Forrester Study—The Total Economic Impact of the Dell EMC Ready Solutions for Hadoop

This report by Forrester provides an analysis of the costs and benefits of Dell EMC Ready Solutions for Hadoop, based on interviews of six customers.
  • data analytics
  • Confluent
Confluent Kafka Performance Characterization

This white paper presents the results of running the Confluent implementation of Apache Kafka workloads on a cluster of brokers based on the Dell EMC Real-Time Data Streaming Ready Architecture.
  • data analytics
  • PowerEdge
PowerEdge 14G Performance Characterization for Data Analytics: Ready Bundle for Cloudera Hadoop

This white paper describes the tests and results of the performance characterization study of the Dell EMC 14th Generation (14G) PowerEdge server platform using the industry-standard TPCx-Big Bench benchmark tests.
  • data analytics
  • Splunk
Providing Enterprise Performance, Capacity, and Data Services for Splunk Enterprise

This white paper describes Dell EMC converged and hyper-converged infrastructures that would be appropriate for providing enterprise performance, capacity, and data services for Splunk Enterprise.