VCF 9 Platform Consolidation & Private AI - Trace3 & VMware by Broadcom

May 26, 2026

Are escalating public cloud GPU costs or DRAM shortages stalling your infrastructure strategy? In this Trace3 PressBox session, experts from Trace3 and VMware by Broadcom unpack the shift to VMware Cloud Foundation (VCF) 9, deploying Private AI securely on-premise, and leveraging memory tiering to combat hardware supply constraints.

Key chapters:

00:00:00 - Introduction & Achieving 30% Infrastructure Efficiency Gains

00:01:05 - Consolidating VMs and Containers under a Single Platform

00:01:35 - Out-of-the-Box Private AI and Vendor Agnosticism

00:02:45 - Maximizing Cost-Per-GPU with vGPU Resource Allocation

00:03:40 - The Broadcom Convergence: Transitioning from Point Solutions to VCF

00:04:30 - Sneak Peek: Delivering on the Promises of VCF 9 Platform

00:05:10 - Overcoming Migration Pitfalls to Public Cloud Providers (CSPs)

00:06:25 - Survey Results: Trusting Public vs. Private Clouds for AI Workloads

00:07:20 - The Financial Realities of Public Cloud Elasticity and Reserved GPU Instances

00:08:05 - Best Practices for Phased Hybrid Cloud Workload Repatriation

00:09:05 - Navigating DRAM Shortages with Cold Page Memory Tiering to NVMe

00:10:25 - How VMware Integrates with Broadcom’s Massive Global AI Chipset Ecosystem

00:12:20 - Conclusion & Partnership Outlook

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VCF 9 Platform Consolidation & Private AI - Trace3 & VMware by Broadcom

Are escalating public cloud GPU costs or DRAM shortages stalling your infrastructure strategy? In this Trace3 PressBox session, experts from Trace3 and VMware by Broadcom unpack the shift to VMware Cloud Foundation (VCF) 9, deploying Private AI securely on-premise, and leveraging memory tiering to combat hardware supply constraints.

Key chapters:

00:00:00 - Introduction & Achieving 30% Infrastructure Efficiency Gains

00:01:05 - Consolidating VMs and Containers under a Single Platform

00:01:35 - Out-of-the-Box Private AI and Vendor Agnosticism

00:02:45 - Maximizing Cost-Per-GPU with vGPU Resource Allocation

00:03:40 - The Broadcom Convergence: Transitioning from Point Solutions to VCF

00:04:30 - Sneak Peek: Delivering on the Promises of VCF 9 Platform

00:05:10 - Overcoming Migration Pitfalls to Public Cloud Providers (CSPs)

00:06:25 - Survey Results: Trusting Public vs. Private Clouds for AI Workloads

00:07:20 - The Financial Realities of Public Cloud Elasticity and Reserved GPU Instances

00:08:05 - Best Practices for Phased Hybrid Cloud Workload Repatriation

00:09:05 - Navigating DRAM Shortages with Cold Page Memory Tiering to NVMe

00:10:25 - How VMware Integrates with Broadcom’s Massive Global AI Chipset Ecosystem

00:12:20 - Conclusion & Partnership Outlook

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👉 Learn more about modernizing your security operations with Trace3's Security Solutions: https://www.trace3.com/security-solutions

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00:01:08 - Computer Vision & AI/ML at the Nano Level

00:01:53 - Navigating NAND Supply Chain Constraints & Pre-Buying Strategy

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00:12:45 - Conclusion & Partnership Summary