Search

HPE Ezmeral Software

HPE Ezmeral Software is a unified platform that streamlines AI and GenAI development and deployment. Its open architecture and flexible deployment options empower organizations to efficiently build and deploy AI solutions across hybrid cloud environments. By providing a comprehensive suite of tools for data management, model training, and inference, HPE Ezmeral Software helps address common AI challenges such as data heterogeneity, security compliance, scalability, and management of a diverse ecosystem of AI tools.

HPE Ezmeral Software is composed of two components:

HPE Ezmeral Data Fabric is a centralized data management platform that simplifies access, governance, and security across diverse data types. By federating data silos enabling instant access, HPE Ezmeral Data Fabric empowers organizations to unlock the full potential of their data for AI data-driven initiatives.

HPE Ezmeral Unified Analytics is a comprehensive platform that simplifies AI and ML development, deployment, and management across hybrid multicloud environments. By providing self-service access to diverse data sources and a unified set of tools, HPE Ezmeral Unified Analytics accelerates time-to-value for AI initiatives. Its scalable architecture and support for popular open-source frameworks enable organizations to train, tune, and deploy models efficiently, while its centralized monitoring capabilities ensure optimal performance and governance.

Any questions on HPE Ezmeral Software?

Join the HPE Developer Community Slack Workspace and start a discussion in our #hpe-ezmeral-runtime-enterprise, #hpe-ezmeral-unified-analytics-software, and #hpe-ezmeral-data-fabric-software Slack channels.

Related Blogs

Alex Ollman

Demystifying machine learning at scale: HPE Ezmeral Unified Analytics in action

May 20, 2024
Elias Alagna & Kam Amir

Deploying Cribl Stream Containers on HPE GreenLake for Private Cloud Enterprise

Jan 17, 2024
Abhishek Kumar Agarwal

Streamline and optimize ML workflows with HPE Ezmeral Unified Analytics

Sep 27, 2023
Abhishek Kumar Agarwal

Seamless data engineering for financial services

Sep 11, 2023
Raymond Yan

How to create a cold-tiered volume and use HPE Ezmeral Data Fabric Object Store as the remote target

Mar 6, 2023
Raymond Yan

Using MapReduce with an HPE Ezmeral Data Fabric database binary table

Nov 14, 2022
HPE DEV

Catch HPE at KubeCon NA 2022

Oct 4, 2022
Alaric Thomas

Beta test our new HPE GreenLake for Data Fabric!

Sep 23, 2022
Srikanth Venkata Seshu

Highlighting key features of HPE Ezmeral Runtime Enterprise Release 5.4

Mar 31, 2022
Sridhar Reddy

File, objects, databases and streams – Oh my!

Mar 31, 2022
Ted Dunning & Ellen Friedman

3 ways a data fabric enables a data-first approach

Mar 15, 2022
Ian Downard

HPE Ezmeral Data Fabric for Predictive Maintenance

Feb 15, 2022
Mathieu Dumoulin

Real-time Smart City Traffic Monitoring Using Microservices-based Streaming Architecture (Part 2)

Jan 27, 2022
MapR Tutorials

Getting Started with Spark on MapR Sandbox

Dec 14, 2021
Carol McDonald

Using Apache Spark DataFrames for Processing of Tabular Data

Dec 13, 2021
Cenz Wong

Mapping Kubernetes Services to HPE Ezmeral Runtime Enterprise Gateway

Dec 6, 2021
Vinothini Raju

Autopilot Kubernetes Deployments on HPE Ezmeral Runtime Enterprise

Nov 23, 2021
Ellen Friedman

How fine-grained data placement helps optimize application performance

Oct 22, 2021
Carol McDonald

Fast data processing pipeline for predicting flight delays using Apache APIs: Kafka, Spark Streaming and Machine Learning (part 3)

Oct 11, 2021
Carol McDonald

Fast data processing pipeline for predicting flight delays using Apache APIs: Kafka, Spark Streaming and Machine Learning (part 2)

Oct 11, 2021
Ka Wai Leung & Jason Mashak

Secure containerized and traditional apps concurrently

Sep 30, 2021
Kiran Kumar Mavatoor

Accessing HPE Ezmeral Data Fabric Object Storage from Spring Boot S3 Micro Service deployed in K3s cluster

Sep 13, 2021
Cenz Wong

Data Analytics with PySpark using HPE Ezmeral Container Platform

Sep 7, 2021
John Omernik

Using Docker Wrong: My Journey to a Better Container

Jul 13, 2021
Joseph Blue

Comparing "To Kill a Mockingbird" to its Sequel with Apache Spark

Jul 13, 2021
Cenz Wong

Getting Started with DataTaps in Kubernetes Pods

Jul 6, 2021
Don Wake

On-Premise Adventures: How to build an Apache Spark lab on Kubernetes

Jun 15, 2021
Prasad Singathi, Maikel Pereira

Similar Document Search using Apache Spark with TF-IDF

Jun 15, 2021
Cenz Wong

Ways to interact with Kubernetes Clusters managed by HPE Ezmeral Container Platform

May 28, 2021
Sahithi Gunna

Application Modernization with the Application Workbench

May 10, 2021
Carol McDonald

Streaming ML pipeline for Sentiment Analysis using Apache APIs: Kafka, Spark and Drill - Part 2

Mar 31, 2021
Martijn Kieboom

Kubernetes Tutorial part 2 of 3: How to Install and Deploy Applications at Scale on K8s

Mar 31, 2021
Dale Rensing

Open Source Contributor Explains How KubeDirector Empowers Data Intensive Apps

Mar 18, 2021
HPE DEV

Boost Your Analytics Factory into Hyperdrive

Mar 9, 2021
Carol McDonald

How Big Data is Reducing Costs and Improving Outcomes in Health Care

Mar 9, 2021
Philippe de Cuzey

From Pig to Spark: An Easy Journey to Spark for Apache Pig Developers

Mar 9, 2021
Nicolas Perez

Spark Streaming and Twitter Sentiment Analysis

Mar 9, 2021
Carol McDonald

Spark Streaming with HBase

Feb 19, 2021
Tugdual Grall

Getting Started with MapR Event Store

Feb 19, 2021
Carol McDonald

Real-Time Streaming Data Pipelines with Apache APIs: Kafka, Spark Streaming, and HBase

Feb 19, 2021
Carol McDonald

How to Get Started with Spark Streaming and MapR Event Store Using the Kafka API

Feb 19, 2021
Nicolas Perez

MapR Database Spark Connector with Secondary Indexes Support

Feb 19, 2021
Jim Scott

Using Python with Apache Spark

Feb 13, 2021
Tugdual Grall

Getting Started with MapR Client Container

Feb 13, 2021
Rachel Silver

Event-Driven Microservices on the MapR Data Platform

Feb 5, 2021
Rachel Silver

Kubernetized Machine Learning and AI Using KubeFlow

Feb 5, 2021
Rachel Silver

End-to-End Machine Learning Using Containerization

Feb 5, 2021
Suzy Visvanathan

Containers, Kubernetes, and MapR: The Time is Now

Feb 5, 2021
Mathieu Dumoulin

Kafka REST Proxy - Performance Tuning for MapR Event Store

Feb 5, 2021
Nicolas Perez

A Functional Approach to Logging in Apache Spark

Feb 5, 2021
Ranjit Lingaiah

How to Use Secondary Indexes in Spark With Open JSON Application Interface (OJAI)

Feb 5, 2021
Tugdual Grall

Setting Up Spark Dynamic Allocation on MapR

Feb 5, 2021
Raz Haleva

The Challenges of Sharing GPUs and How to Solve Them

Feb 3, 2021
Nicolas Perez

How to Integrate Custom Data Sources Into Apache Spark

Jan 29, 2021
Suzy Visvanathan

Containers vs. VMs: A 5-Minute Guide to Understanding Their Differences

Jan 29, 2021
Ankur Desai

Kafka Connect and Kafka REST API on MapR: Streaming Just Became a Whole Lot Easier!

Jan 29, 2021
Ankur Desai

Real-Time Event Streaming: What Are Your Options?

Jan 29, 2021
Will Ochandarena

Scaling with Kafka – Common Challenges Solved

Jan 29, 2021
Dale Rensing

Exploring Data Fabric and Containers in HPE DEVs new Munch & Learn monthly gatherings

Jan 28, 2021
Carol McDonald

Top Trends: Machine Learning, Microservices, Containers, Kubernetes, Cloud to Edge. What are they and how do they fit together?

Jan 22, 2021
Kirk Borne

Association Rule Mining – Not Your Typical Data Science Algorithm

Jan 22, 2021
Carol McDonald

An Inside Look at the Components of a Recommendation Engine

Jan 22, 2021
Ellen Friedman

Making AI a Reality

Jan 15, 2021
Carol McDonald

Streaming Data Pipeline to Transform, Store and Explore Healthcare Dataset With Apache Kafka API, Apache Spark, Apache Drill, JSON and MapR Database

Jan 14, 2021
Ian Downard

Predicting Forest Fires with Spark Machine Learning

Jan 14, 2021
Nicolas Perez

Spark Custom Streaming Sources

Jan 14, 2021
Ronald Van Loon

Journey Science in Telecom: Take Customer Experience to the Next Level

Jan 14, 2021
Michele Nemschoff

Architecting the World’s Largest Biometric Identity System: The Aadhaar Experience

Jan 7, 2021
Nicolas Perez

Apache Spark as a Distributed SQL Engine

Jan 7, 2021
Michael Farnbach

Best Practices on Migrating from a Data Warehouse to a Big Data Platform

Dec 16, 2020
Jim Scott

Cloud vs. On-Premises – What Are the Best Options for Deploying Microservices with Containers?

Dec 16, 2020
Nicolas Perez

Spark Data Source API: Extending Our Spark SQL Query Engine

Dec 16, 2020
Carol McDonald

Analyzing Flight Delays with Apache Spark GraphFrames and MapR Database

Dec 16, 2020
Nicolas Perez

Apache Spark Packages, from XML to JSON

Dec 11, 2020
Saira Kennedy

Types of Machine Learning – Part #2 in the Intro to AI/ML Series

Dec 9, 2020
Carol McDonald

Apache Spark Machine Learning Tutorial

Nov 25, 2020
Carol McDonald

Demystifying AI, Machine Learning and Deep Learning

Nov 25, 2020
Suzy Visvanathan

Best Practices for Migrating Your Apps to Containers and Kubernetes

Nov 25, 2020
Nitin Bandugula

The 5-Minute Guide to Understanding the Significance of Apache Spark

Nov 25, 2020
Carol McDonald

Event Driven Microservices Architecture Patterns and Examples

Nov 19, 2020
Carol McDonald

How Spark Runs Your Applications

Nov 18, 2020
Carol McDonald

Real Time Credit Card Fraud Detection with Apache Spark and Event Streaming

Nov 18, 2020
Saira Kennedy

Artificial Intelligence and Machine Learning: What Are They and Why Are They Important?

Nov 12, 2020
Mathieu Dumoulin

Performance Tuning of an Apache Kafka/Spark Streaming System - Telecom Case Study

Nov 12, 2020
Carol McDonald

Kubernetes, Kafka Event Sourcing Architecture Patterns and Use Case Examples

Nov 11, 2020
Ian Downard

Kafka vs. MapR Event Store: Why MapR?

Nov 11, 2020
Mathieu Dumoulin

Configure Jupyter Notebook for Spark 2.1.0 and Python

Nov 5, 2020
Mathieu Dumoulin

Performance Tuning of an Apache Kafka/Spark Streaming System

Nov 5, 2020
Karen Whipple

Data Fabric: The Future of Data Management

Nov 5, 2020
Carol McDonald

Big Data Opportunities for Telecommunications

Nov 5, 2020
Suresh Ollala

MapR, Kubernetes, Spark and Drill: A Two-Part Guide to Accelerating Your AI and Analytics Workloads

Nov 3, 2020
Mathieu Dumoulin

Better Complex Event Processing at Scale Using a Microservices-based Streaming Architecture (Part 1)

Nov 3, 2020
Jimit Shah

Provisioning Secure Access Controls in MapR Database

Nov 2, 2020
Martijn Kieboom

Kubernetes Tutorial: How to Install and Deploy Applications at Scale on K8s - Part 1 of 3

Nov 2, 2020
Carol McDonald

Streaming Machine learning pipeline for Sentiment Analysis using Apache APIs: Kafka, Spark and Drill - Part 1

Oct 28, 2020
Carol McDonald

Fast data processing pipeline for predicting flight delays using Apache APIs: Kafka, Spark Streaming and Machine Learning (part 1)

Oct 21, 2020
Terry He

How to Use a Table Load Tool to Batch Puts into HBase/MapR Database

Oct 15, 2020
Ian Downard

How to Persist Kafka Data as JSON in NoSQL Storage Using MapR Event Store and MapR Database

Sep 25, 2020
Prashant Rathi

How to Build Stanzas Using MapR Installer for Easy and Efficient Provisioning

Sep 19, 2020
Magnus Pierre

CRUD with the New Golang Client for MapR Database

Sep 18, 2020
Suzy Visvanathan

Containers: Best Practices for Running in Production

Sep 16, 2020
Carol McDonald

Datasets, DataFrames, and Spark SQL for Processing of Tabular Data

Aug 19, 2020
Nicolas Perez

How to Log in Apache Spark

Aug 19, 2020
Joel Baxter & Kartik Mathur & Don Wake

Building Dynamic Machine Learning Pipelines with KubeDirector

Aug 14, 2020
Suzanne Ferry

Kubernetes Application Containers: Managing Containers and Cluster Resources

Jul 10, 2020
Carol McDonald

Tips and Best Practices to Take Advantage of Spark 2.x

Jul 8, 2020
Carol McDonald

Data Modeling Guidelines for NoSQL JSON Document Databases

Jul 8, 2020
Carol McDonald

Spark 101: What Is It, What It Does, and Why It Matters

Jul 3, 2020
Prashant Sachdeva

HPE achieves gold for large-scale enterprise Kubernetes deployments

Jun 17, 2020
Denis Choukroun

HPE Container Platform REST API – Part 2: Deploying containerized applications

Jun 4, 2020
Denis Choukroun

HPE Container Platform REST API – Part 1: Authenticating

May 26, 2020
Dale Rensing

App DEV and the HPE Container Platform

Apr 9, 2020
Dana Gardner

Why DevSecOps approach is key to mainstream container use

Mar 17, 2020
Marcel Jakob

Second internal HPE Hackathon around IoT and AI

Mar 5, 2020
Dale Rensing

Think container first

Dec 5, 2019
Tom Phelan

Running Non-Cloud-Native Apps on Kubernetes with KubeDirector

Nov 18, 2019
Tom Phelan

KubeDirector: The easy way to run complex stateful applications on Kubernetes

Sep 9, 2019
Tom Phelan & Joel Baxter

Deploying Complex Stateful Applications on Kubernetes with KubeDirector

Sep 9, 2019
Tom Phelan

Complex Stateful Applications on Kubernetes: KubeDirector version 0.2

Sep 9, 2019
Didier Lalli

Say NO to (Cloud) Vendor Lock-in!

Sep 3, 2019

HPE Developer Newsletter

Stay in the loop.

Sign up for the HPE Developer Newsletter or visit the Newsletter Archive to see past content.

By clicking on “Subscribe Now”, I agree to HPE sending me personalized email communication about HPE and select HPE-Partner products, services, offers and events. I understand that my email address will be used in accordance with HPE Privacy Statement. You may unsubscribe from receiving HPE and HPE-Partner news and offers at any time by clicking on the Unsubscribe button at the bottom of the newsletter.

For more information on how HPE manages, uses, and protects your personal data please refer to HPE Privacy Statement.