Ops4AI: Scaling RAG Architectures with VAST Data

Retrieval-augmented generation (RAG) inference gives organizations the deep insights of a custom-built model without the time and expense of training an LLM from scratch. Watch our webinar with VAST Data to learn how networking and storage work together in RAG architectures and how Juniper Apstra enables the rapid deployment of an EVPN/VXLAN-based front-end fabric to efficiently handle RAG inference and vector I/O traffic.

Event sessions run at:

AMER | May 6 | 10:00 a.m. PT/1:00 p.m. ET

EMEA | May 6 | 10:00 a.m. GMT

APAC | May 6 | 1:00 p.m. SGT/4:00 p.m. AEDT

Register now

First Name*

Last Name*

Email Address*

Invalid Email Format

Job Title*

Phone Number*

Country*

State*

Company/Organization Name*

By clicking Submit, I agree to the use of my personal information in accordance with Juniper's privacy policy. I understand and acknowledge that my information may be used for electronic marketing activities and other purposes, and may be transferred for processing outside my country of residence, where standards of data protection may be different.

By checking this box and clicking “Submit”, I agree that Juniper Networks, Inc. may process my name, contact and professional information to provide me with marketing information regarding products and services, events, and other offerings related to Juniper via email, telephone, and digital advertising through our vendors (which includes the transfer of my data to such vendors). You can withdraw your consent at any time with future effect, by using the opt-out link at the bottom of our marketing emails. For more information on how Juniper processes your personal data, please see our Privacy Notice.

✓

I agree to receive communications via email and phone call.

captcha is invalid

Something Went Wrong. Please try again.

Here's What You'll Learn

Experts from Juniper and VAST Data will discuss the challenges of scaling RAG inference and explore best practices for high-performance storage, data retrieval, and AI workload optimization in real-world deployments.

Design for RAG inference

Take a deep dive into network fabrics, both small and large, for RAG inference and discuss the importance of vector databases in RAG use cases.

Pair the right network with the right storage

High-performance storage and data retrieval is key with RAG. We’ll explore how the VAST Storage solution combines with Juniper Apstra to easily deploy and scale RAG solutions.

Deploy and scale your inference environment

Learn how to use Juniper Apstra to deploy a RAG inference cluster quickly, and how to seamlessly scale, monitor, and manage both inference and storage I/O.

Webinars