This month, check out some of our HPE GreenLake cloud articles focused on programmatically beefing up security and enhancing data sovereignty & privacy cost-effectively. You’ll also find our tutorial on configuring long-lived tokens helpful for user provisioning.
In addition to our post on Chapel’s use for scientific computing and our Determined AI post on splitting models across multiple GPUs, we have an additional treat in store with the introduction of the new Ampere Porting Advisor for x86 to ARM64.
Our webinars this month focus on exploring enhanced NLP with RAG and delving into the HPE Sustainability Insight Center. Join in on the discussions and learn more!
Featured
HPE GreenLake API: Fetch and analyze audit logs
Accessing and organizing audit logs is crucial for keeping your system secure, meeting compliance requirements, and running operations smoothly. Learn how to set up a Python script to automatically fetch and process HPE GreenLake audit logs to track activities and spot any unusual behavior that might indicate a security threat.
Address AI complexities in a private cloud
Address the complexities of managing, securing, and troubleshooting a K8s cluster and its applications by integrating K8sGPT with LocalAI to K8s in HPE GreenLake for Private Cloud Enterprise to attain reductions in cost and enhanced data sovereignty and privacy.
Enhancing NLP with Retrieval-Augmented Generation: A Practical Demonstration
September 18, 2024 5pm CET / 8am PT
In the evolving landscape of Natural Language Processing (NLP), Retrieval-Augmented Generation (RAG) is a powerful technique used to enhance NLP applications. We will delve into the fundamentals and applications of RAG, providing a comprehensive overview of how it integrates retrieval mechanisms with generative capabilities to produce more accurate and contextually aware responses, augmenting our talk with a live demonstration.
HPE Sustainability Insight Center: Key features, innovations, and API capabilities
September 25, 2024 5pm CET / 8am PT
Discover how the HPE Sustainability Insight Center can optimize energy efficiency, reduce costs, and drive impactful sustainability initiatives for your customers’ organizations. You will have the opportunity to learn about the SIC API, exploring its use to enhance sustainable IT solutions. Join us and take the first step toward a greener, more efficient future.
Community
Configuring Azure Active Directory with long-lived tokens for user provisioning
The Azure AD provisioning service uses an HPE GreenLake tenant API token to provision users and groups to HPE GreenLake. Follow the steps outlined here to configure the long-term tokens that are necessary for this process..
Simplifying code migration: The benefits of the new Ampere Porting Advisor for x86 to ARM64
With the transition from legacy x86 to AArch64, and with Ampere processors gaining adoption momentum, developers are looking for efficient porting solutions for existing codebases. The new open-source Ampere Porting Advisor (APA) seeks to provide them with just such a solution.
Navier-Stokes in Chapel — 2D Simulations and Performance
In the context of the Navier-Stokes Equations, this blog post focuses on Steps 9 and 10, covering Laplace’s and Poisson’s Equations respectively, to introduce some advanced topics that show how Chapel’s productive syntax and excellent performance make it a great candidate for use in scientific computing.
Chapel releases their first newsletter
The Chapel team has developed their own newsletter, which will be released on a quarterly basis. Their first edition was just recently published. Make sure you check it out for all things Chapel!
Tensor parallelism in three levels of difficulty
For training or inferencing, it’s often necessary to split models across multiple GPUs to get the most out of them. Whether you need to know the basics or nitty gritty details, this introduction to Tensor Parallelism will guide you on how to use this method for sharding models.
Introduction to Redfish interoperability profiles
Did you know that Redfish services not implementing properties not labeled “required” are still considered to be compliant? This can sometimes be problematic. This post identifies use case examples and offers the Redfish interoperability profile specification and interoperability validator as a solution.
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Events
Ampere Developer Summit
September 26, 2024
Take the opportunity to explore the future of cloud architectural migration. This half-day virtual event is tailored for innovators and developers eager to transition from legacy compute options to cutting-edge cloud architectures.
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This newsletter originally appears at https://developer.hpe.com/newsletter/sep-2024/ onSeptember 5, 2024. HPE Developer Community monthly is reproduced here with express permission of Hewlett Packard Enterprise