Domino Knowledge Lab partnerships goal AI challenge administration

In a brand new partnership between AI {hardware} and software program vendor Nvidia and information science and ML Ops vendor Domino Knowledge Lab, the distributors goal to assist enterprises handle the processes related to deploying AI and machine studying fashions into manufacturing.

The MLOps platform supplier on Sept. 20 launched a brand new integration with Nvidia GPUs and NetApp information administration and storage methods. The integrations are geared toward serving to enterprises run AI and ML workloads in both information facilities or AWS.

The combination helps the San Francisco-based vendor’s new Nexus structure. Domino launched Nexus, a hybrid MLOps structure that lets organizations scale, management, and orchestrate information science work in several environments, in June. The seller up to date its MLOps platform in Could.

Partnership with Nvidia

Domino and Nvidia created an MLOps and on-premises GPU reference structure for optimum efficiency throughout Nvidia DGX methods — a line of Nvidia’s servers used to hurry deep studying functions.

“AI and ML, significantly at scale, is each advanced and compute-intensive,” stated David Menninger, an analyst at Ventana Analysis.

The combination with the Nvidia portfolio is a big productiveness enhance to each Domino’s and Nvidia’s clients, Menninger stated.

As a result of Domino’s MLOps platform helps customers preserve fashions up to date, detect drift, and retrain and redeploy fashions, the partnership with Nvidia — which gives built-in and ruled entry to Nvidia’s high-performance GPU infrastructures — is required for AI and ML workloads, he added.

“The partnership addresses the mixed software program and {hardware} necessities that an enterprise must ship AI and ML fashions into manufacturing,” Menninger stated. “They make it simpler for his or her clients and prospects to pick and deploy their expertise. That ought to result in extra wins out there.”

Challenges and NetApp

They make it simpler for his or her clients and prospect to pick and deploy their expertise.
David MenningerAnalyst, Ventana Analysis

Nonetheless, the partnership has some challenges.

One is for each distributors to be aligned on their priorities and deal with what the AI and ML market requires, based on Menninger. Each distributors have to deal with not veering off from the principle purpose they partnered collectively.

Domino’s partnership with NetApp helps Nexus on Amazon FSx for NetApp ONTAP — a brand new AWS-managed service that gives high-performing storage on NetApp’s ONTAP file system. The service goals to simplify how large-scale functions are deployed and managed in hybrid environments.

Domino showcased the integrations with Nvidia and NetApp at Nvidia’s GTC developer convention on Sept. 20-22.

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