Anuradha Karuppiah – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-10-28T21:58:50Z http://www.open-lab.net/blog/feed/ Anuradha Karuppiah <![CDATA[Webinar: Enhance LLMs with RAG and Accelerate Enterprise AI with Pure Storage and NVIDIA]]> http://www.open-lab.net/blog/?p=81325 2024-06-06T14:49:03Z 2024-04-23T19:30:00Z Join Pure Storage and NVIDIA on April 25 to discover the benefits of enhancing LLMs with RAG for enterprise-scale generative AI applications.]]>

Join Pure Storage and NVIDIA on April 25 to discover the benefits of enhancing LLMs with RAG for enterprise-scale generative AI applications.

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Anuradha Karuppiah <![CDATA[Scaling Enterprise RAG with Accelerated Ethernet Networking and Networked Storage]]> http://www.open-lab.net/blog/?p=79614 2024-10-28T21:58:50Z 2024-03-18T22:00:00Z In the era of generative AI, where machines are not just learning from data but generating human-like text, images, video, and more, retrieval-augmented...]]>

In the era of generative AI, where machines are not just learning from data but generating human-like text, images, video, and more, retrieval-augmented generation (RAG) stands out as a groundbreaking approach. A RAG workflow builds on large language models (LLMs), which can understand queries and generate responses. However, LLMs have limitations, including training complexity and a lack of…

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Anuradha Karuppiah <![CDATA[Choosing a Development Environment for NVIDIA BlueField DPU Applications]]> http://www.open-lab.net/blog/?p=44134 2023-05-23T23:56:35Z 2022-04-08T18:28:45Z Step-A  Step-B  Go get a cup of coffee...  Step-C  How often have you seen ��Go get a coffee�� in the instructions? As a developer, I...]]>

Step-A Step-B Go get a cup of coffee… Step-C How often have you seen “Go get a coffee” in the instructions? As a developer, I found early on that this pesky quip is the bane of my life. Context switches, no matter the duration, are a high cost to pay in the application development cycle. Of all the steps that require you to step away, waiting for an application to compile…

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Anuradha Karuppiah <![CDATA[Developing Applications with NVIDIA BlueField DPU and NVIDIA DOCA Libraries]]> http://www.open-lab.net/blog/?p=43347 2022-08-21T23:53:19Z 2022-02-01T13:10:00Z In this post, I take you through the creation of the FRR DOCA dataplane plugin and show you how to offload PBR rules using the new DOCA flow library. In the...]]>

In this post, I take you through the creation of the FRR DOCA dataplane plugin and show you how to offload PBR rules using the new DOCA flow library. In the previous post, you saw the creation of a FRR dataplane plugin to accelerate PBR rules on BlueField using the DPDK library. For part 1, see Developing Applications with NVIDIA BlueField DPU and DPDK. I still used the DPDK APIs for…

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Anuradha Karuppiah <![CDATA[Developing Applications with NVIDIA BlueField DPU and DPDK]]> http://www.open-lab.net/blog/?p=43320 2022-08-21T23:53:19Z 2022-02-01T13:00:00Z The NVIDIA BlueField DPU (data processing unit) can be used for network function acceleration. This network offloading is possible using DPDK and the NVIDIA...]]>

The NVIDIA BlueField DPU (data processing unit) can be used for network function acceleration. This network offloading is possible using DPDK and the NVIDIA DOCA software framework. In this series, I built an app and offloaded it two ways, through the use of DPDK and the NVIDIA DOCA SDK libraries. I recorded each step as a separate code patch and provided the complete steps in each series.

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Anuradha Karuppiah <![CDATA[Supporting Server Redundancy with NVIDIA EVPN Multihoming]]> http://www.open-lab.net/blog/?p=23820 2022-08-21T23:41:01Z 2021-02-12T00:57:00Z This post was originally published on the Cumulus Networks site. EVPN multihoming (EVPN-MH) is the latest addition to the NVIDIA EVPN story. In this three-part...]]>

This post was originally published on the Cumulus Networks site. EVPN multihoming (EVPN-MH) is the latest addition to the NVIDIA EVPN story. In this three-part video series, I walk you through the various design elements of EVPN-MH. EVPN-MH provides support for all-active server redundancy. In this video, I offer a feature overview and a comparison with EVPN-MLAG.

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