HPE Machine Learning Inference Software — efficient, simplified, and secure

[HPE_Experts]

HPE Machine Learning Inference Software simplifies AI/ML model deployment with seamless integration, optimized performance, cost-efficiency, and robust security, leveraging NVIDIA NIM to streamline operations.

In the rapidly evolving landscape of artificial intelligence (AI) and machine learning (ML), companies need to deploy, manage, and monitor models efficiently. HPE Machine Learning Inference Software is a groundbreaking solution designed to simplify and accelerate the deployment of AI/ML models in production environments. Available since June 17, 2024, HPE Machine Learning Inference Software transforms how enterprises handle large language models (LLMs) and other complex AI models.

The challenge of AI/ML model deployment

Deploying machine learning models is a complex task fraught with challenges. From managing dependencies and scaling models to ensuring real-time monitoring and version control, the process can be daunting. Enterprises often struggle with the intricacies of deploying models into different environments and ML frameworks. This complexity is further exacerbated by the need to handle increased loads with automation and versioning.

Introducing HPE Machine Learning Inference Software

HPE Machine Learning Inference Software addresses these challenges head-on. It leverages NVIDIA's advanced AI technologies, including the NVIDIA NIM - NVIDIA's optimized inference microservices for deploying AI models. This integration accelerates the deployment of AI and ML models, optimizing the performance of LLMs and ensuring efficient model inferencing.

Key Features and Benefits

Seamless integration and flexibility. HPE Machine Learning Inference Software enhances NVIDIA NIM and open-source frameworks, providing a tailored solution for seamless model deployment. It abstracts Kubernetes complexities, making it easier for enterprises to deploy models without extensive technical expertise. The software supports a wide range of environments, including on-premises, cloud, and hybrid setups, ensuring flexibility and adaptability.

Optimized performance. By running NVIDIA Optimized Foundation Models with NVIDIA NIM — HPE Machine Learning Inference Software ensures that large language models perform at their best. This optimization reduces latency and improves resource utilization, enabling enterprises to handle increased loads efficiently.

Simplified deployment and management. HPE Machine Learning Inference Software simplifies the deployment process with standardized methods and precise version tracking. This ensures seamless model management and reduces the risk of errors. The software also provides comprehensive monitoring and logging capabilities, allowing enterprises to track model performance and system health in real-time.

Cost-efficiency and scalability. The software's performance-based licensing model ensures cost-efficiency, allowing enterprises to scale their deployments based on demand. This flexibility is particularly beneficial for organizations looking to manage infrastructure and tooling costs effectively.

Enterprise-grade security. HPE Machine Learning Inference Software offers robust security features, including role-based access control (RBAC) and secure authentication. This ensures that sensitive data remains protected and that only authorized personnel can access and manage deployed models.

Is HPE Machine Learning Inference Software right for you?

The benefits of HPE Machine Learning Inference Software extend to a diverse range of users, including ML practitioners, IT decision-makers, and line-of-business leaders. Whether you are an enterprise looking to gain a competitive edge through AI, or a technical expert tasked with deploying and managing models, HPE Machine Learning Inference Software provides the tools and capabilities needed to succeed.

Why HPE Machine Learning Inference Software? The software stands out in the market by offering a flexible, cost-efficient solution that avoids vendor lock-in. Unlike proprietary tools, it embraces open standards and multi-cloud compatibility, ensuring that enterprises can deploy models in their preferred environments. The intuitive platform requires minimal education, allowing users to get started quickly without extensive training.

HPE Machine Learning Inference Software is set to revolutionize the way enterprises deploy and manage AI/ML models. By simplifying the deployment process, optimizing performance, and providing robust security features, HPE Machine Learning Inference Software empowers organizations to harness the full potential of AI. With its seamless integration with NVIDIA technologies HPE Machine Learning Inference Software is the ultimate solution for enterprises looking to accelerate their AI journey.

Ready to learn more? 

Read the solution brief.

Register for a free webinar and learn how to simplify LLM Ops at scale and expedite model production in a controlled, cost-efficient manner.

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Meet Piyush Shukla, Director of Artificial Intelligence and Machine Learning Product Marketing at HPE

Piyush is responsible for driving critical and challenging AI and ML initiatives that support HPE's industry leadership in this space. During his 20 year career in hi-tech, he has been a frequent expert speaker at industry events where he presented on pertinent topics such as analytics, hybrid cloud, container-based solutions, and VDI, among others. Recognized as a visionary marketing leader, he has a solid reputation of delivering innovative products to our customers. Piyush has previously held senior roles at both Dell and GE. He earned a Master’s degree from Youngstown State University in Marketing and Business Administration.

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