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Much like pre-DevOps software development, data science organizations still spend a significant amount of time and effort when moving projects from development to production. Model version control and code sharing is manual, and there is a lack of standardization on tools and frameworks, making it tedious and time-consuming to productize machine learning models.
HPE Ezmeral Machine Learning Ops (HPE Ezmeral ML Ops) extends the capabilities of the HPE Ezmeral Container Platform and brings DevOps-like agility to enterprise machine learning. With the HPE Ezmeral ML Ops, enterprises can implement DevOps processes to standardize their ML workflows.
HPE Ezmeral ML Ops provides data science teams with a platform for their end-to-end data science needs with the flexibility to run their machine learning or deep learning (DL) workloads on-premises, in multiple public clouds, or a hybrid model and respond to dynamic business requirements in a variety of use cases.
HPE Ezmeral Container Platform is a software platform for deploying and managing containerized enterprise applications with 100% open-source Kubernetes at scale—for use cases including machine learning, analytics, IoT/edge, CI/CD, and application modernization.
Kubernetes has emerged as the de-facto open-source standard for container orchestration and a fundamental building block for cloud-native architectures. However, while it is straightforward to deploy modern, cloud-native applications in containers, these represent a small portion of enterprise applications. The vast majority of enterprise applications are still non-cloud-native or monolithic. The challenge is to deploy and run these monolithic applications in containers, without re-architecting them.
In addition, as enterprise organizations extend the use of containers and Kubernetes beyond development and testing to production environments, they need to address key considerations including security and data persistence.
HPE Ezmeral Data Fabric’s high performance, all software platform delivers the right data, at the right time, to the right application. It allows developers and scientists to use familiar tools for data intensive application development across core, edge, container and IoT environments via a wide range of APIs and deployment mechanisms. A global namespace makes it possible for multiple protocols, applications and users/teams to access the same data set without impacting multi-tenancy or security policies. HPE Ezmeral Data Fabric is perfect for:
Global 2000+ companies with data modernization initiatives
Customers that want to use software defined storage across core, edge, and IoT using commodity hardware
Accelerating time-to-data value by speeding up ingestion, curation and analysis across diverse data sources residing in core, cloud and edge environments
Do you need a dense platform with built-in security and flexibility that addresses key applications such as virtualization and hyperconverged storage and compute?
HPE SimpliVity 325 provides HCI choice with our first AMD EPYC™ single CPU processor platform including all-flash storage. Highly dense, the solution is a 1U enclosure that scales in 1U increments and is ideal for remote office or space-constrained locations. Each appliance has one node per 1U chassis and provides customers with the full software capabilities of HPE SimpliVity - guaranteed data efficiency, built-in data protection, and global virtual machine (VM)-centric management and mobility.
Part of the world’s most secure industry-standard server portfolio, the HPE ProLiant DL325 Gen10 server1 along with AMD EPYC processors, bring together the latest innovations in security and performance.
Is your storage slowing down your HPC compute cluster?
The Cray ClusterStor E1000 Storage System is purpose-engineered to meet the demanding input/output requirements of supercomputers and HPC clusters in a very efficient way. The E1000 parallel storage solution typically achieves the given HPC storage performance requirements, significantly reducing the number of storage drives. That means HPC users with a fixed budget for the HPC system can spend more of their budget on CPU/GPU compute nodes, accelerating time-to-insight. The E1000 Storage System embeds the open-source parallel file system Lustre to deliver this efficient performance. Hewlett Packard Enterprise provides enterprise-grade customer support in-house for Lustre that scales out (nearly) linearly, without software licensing for the file system per terabyte capacity or per storage drive. This allows customers to reap the benefits of the open-source movement while getting enterprise-grade support.
HPE Nimble Storage dHCI radically simplifies infrastructure for every application by reimagining HCI without limitations. Built for business-critical apps and mixed workloads, HPE Nimble Storage dHCI enables IT agility while ensuring apps are always-on and always-fast. VM-centric and AI-driven operations make it effortless, while 99.9999%2 guaranteed data availability and consistent sub-millisecond latency mean it's ideal for the most demanding apps and workloads. It lowers costs with flexible, independent scaling of compute and storage and industry-leading data efficiency. Finally, HPE Nimble Storage dHCI maximizes agility by unlocking the cloud experience across hybrid cloud. We call it HCI 2.0 as it’s HCI without limitations.
Is complexity in your data center slowing you down?
The HPE SimpliVity 2600 gives IT leaders the agility and economics of the cloud with the control and governance of on-premises IT. It delivers a powerhouse hyperconverged solution capable of running some of the world’s most efficient and resilient data centers. This solution dramatically simplifies IT by combining infrastructure and advanced data services for virtualized workloads onto the bestselling server platform in the market. HPE SimpliVity 2600, available on HPE Apollo 2000 servers, is a compact solution optimized for edge and ROBO environments. It also delivers a complete set of advanced functionalities that enables dramatic improvements to the efficiency, management, protection, and performance of virtualized workloads at a fraction of the cost and complexity of today’s traditional infrastructure stack.
Fully capitalize on SAP HANA® to accelerate data analytics and gain real-time insight across your enterprise. Number 1 in scalability workloads.1 HPE Superdome Flex is a breakthrough server delivering enhanced performance, seamless scalability, and extreme reliability for environments of every size. Featuring a unique, modular architecture, HPE Superdome Flex equips you for growth, but without over provisioning, providing optimum cost efficiency. Available in appliance and SAP HANA tailored data center integration (TDI) deployments, and coupled with expert HPE Pointnext services to include optional HPE GreenLake Flex Capacity for cloud economics and agility, HPE Superdome Flex helps you transform to a data-driven enterprise.
Are your deployments of distributed AI and analytics applications complex and time-consuming?
Does it take weeks or even months for large-scale enterprise implementation on infrastructure that you aren’t certain has the capabilities to support your objectives? Deploying HPE Apollo Systems for BlueData EPIC Software, based on the HPE Elastic Platform for Analytics (EPA) architecture, provides an efficient, flexible and cost effective solution addressing the evolving requirements of these workloads. This cloud-ready infrastructure can be seamlessly extended in a contiguous hybrid cloud with Amazon Web Services, Google Cloud Platform, and Microsoft Azure. The logical and physical separation of compute and storage enables you to increase efficiency and flexibility. HPE Apollo Systems for BlueData Software helps eliminate the need for a dedicated DevOps team by provisioning and configuring components, facilitating cloud deployments, and jump-starting your AI and analytics initiatives..
Is your business looking to capitalize on real-time insights to transform itself into a data-driven enterprise with SAP HANA?
HPE Superdome Flex 280 for SAP HANA are modular, scalable, and performance enhanced, designed for mission-critical reliability and better cost-efficiency. Built-in Superdome RAS features such as advanced memory resiliency, firmware-first approach, analysis engine, and self-healing capabilities make this an ideal platform for your mission-critical SAP® use cases. Design, deployment, migration, and remote services from HPE Pointnext will help you to fully modernize your SAP application environment and transition smoothly to SAP HANA.