Discover the biggest VMware Explore 2025 announcements on GPU virtualization. Learn how vSphere 9.0 introduces vGPU management, MIG support, NVLink scaling, GPU-aware vMotion, and new monitoring tools to accelerate AI workloads at scale.
NVMe Memory Tiering across vSphere 8.0 U3, ESX 9.0 and 9.1: versions, requirements, DRAM:NVMe ratio, tierdevice and memtier ESXCLI commands.
Short answer: NVMe Memory Tiering lets ESX use a local, dedicated NVMe device as a second memory tier (Tier 1) behind DRAM (Tier 0). Only VM memory is tiered. It was a tech preview in vSphere 8.0 U3 (default DRAM:NVMe 4:1), became GA in ESX/VCF 9.0 (default 1:1, DRS aware, hardware RAID, encryption), and ESX 9.1 adds the esxcli memtier namespace, automatic partitioning, activation without a reboot and software mirroring. It works well when active memory stays under 50% of DRAM.
What memory tiering does
The host presents DRAM plus the NVMe tier to VMs as one contiguous memory pool. The ESX memory manager tracks how recently and how often each VM page is accessed. Frequently used pages stay in DRAM and cold pages go to NVMe. Kernel memory is never tiered. Tiering is off by default.
The 9.1 best-practices page describes the placement behaviour. Cold pages start moving to NVMe when host memory consumption reaches roughly 80% of DRAM. After that, the algorithm keeps scanning VM memory in batches and moves pages between tiers at the end of each cycle. How fast it scans depends on memory pressure. So a host whose VMs fit in DRAM will show little or no Tier 1 usage.
This is not swap. Tiering picks pages by age and activity and uses a dedicated local device, while host swap picks pages crudely and often sits on shared storage. The 9.1 guidance also says not to combine tiering with memory overcommit.
Version status: 8.0 U3 vs 9.0 vs 9.1
vSphere 8.0 U3
ESX / VCF 9.0
ESX / VCF 9.1
Status
Tech preview (KB 311934)
GA, production supported
GA
Default DRAM:NVMe
4:1 (Mem.TierNvmePct = 25)
1:1
1:1 (tier-size-pct 100)
Ratio range
1–400%
docs recommend 100% or lower
1–400%
Tier partition
Manual, esxcli system tierdevice create
Manual, esxcli system tierdevice create
Created automatically
Enable
Kernel boot option + reboot
VMkernel.Boot.memoryTiering + reboot
esxcli memtier enable or Configuration Manager, maintenance mode, no reboot
Redundancy
No RAID recommended, one device per host
Hardware RAID (VROC, tri-mode)
Software mirroring (2 devices) or hardware RAID
Encryption
Not supported
Host or VM level
Host or VM level
DRS
Not recommended
Tiering-aware placement
Tiering-aware placement
Mixed clusters
Not supported
Supported
Supported
The 8.0 U3 tech preview guide attached to KB 311934 also recommended VDI-type workloads only, no vSAN in the same cluster, and disabled large pages by default. Treat 8.0 U3 as a lab feature and plan production on 9.x.
Requirements and limits
Item
Requirement (9.0 / 9.1 TechDocs)
Versions
vCenter and ESX 9.0+ (9.1 features need 9.1 on both)
Device class
vSAN-cache-class NVMe from the Broadcom Compatibility Guide, vSAN SSD: Endurance Class D (≥ 7300 TBW), Performance Class F or G. The 9.1 docs add Mixed Use, 3 DWPD or higher
Attachment
Local only. No NVMe-oF or Ethernet-attached devices
Partition
Dedicated device, all other partitions deleted. Tier partition max 4 TB
Sharing
Not usable if it is already a vSAN cache/data disk or VMFS datastore (9.1: remove from the disk group first)
Host
No Intel Optane PMem, no NVDIMM-N. Maintenance mode for any change
Unsupported operations
Suspend to memory. NVMe hot-plug / prepare-to-remove. Quick Boot (9.1)
Sizing
NVMe used = the smaller of (DRAM × ratio) and the partition size. Keep active memory ≤ 50% of DRAM
VM types that are excluded
ESX 9.0: these VMs cannot power on on a tiered host: latency sensitivity high, SEV / SGX / TDX, Fault Tolerance, VMs with more than 1 TB and 128 vCPUs, and nested virtualization (vhv.enable). These are kept in DRAM automatically: 1 GB pages, preallocated memory, PCI passthrough / UPT, and vQAT.
ESX 9.1: low-latency, confidential, FT, large and nested VMs can now power on, but they are still left out of tiering and stay in DRAM. VBS guests are the exception because they can opt in with sched.mem.enableNestedTiering = TRUE. The 9.1 VCF blog says nested VMs participate in tiering, which is broader than TechDocs, so go by the documentation. For VMs above 512 GB and 64 vCPUs, the 9.1 docs recommend turning tiering off and using a full reservation.
Configure on vSphere 8.0 U3 (tech preview)
esxcli system maintenanceMode set --enable true
esxcli storage core adapter device list
# delete any existing partitions first (partedUtil, KB 1036609)
esxcli system tierdevice create -d /vmfs/devices/disks/<nvme_device>
esxcli system tierdevice list
esxcli system settings kernel set -s MemoryTiering -v TRUE
# optional ratio, default 25 (= 4:1)
esxcfg-advcfg -s 50 /Mem/TierNvmePct
reboot
The only option tierdevice create takes is -d / --nvmedevice, and tierdevice delete takes the same one. An older version of this article showed extra vendor/ID arguments, which were wrong.
Configure on ESX 9.0
Put the host in maintenance mode, delete all partitions on the NVMe device (KB 323144 / KB 1036609), then run esxcli system tierdevice create -d /vmfs/devices/disks/<nvme_device> and check it with esxcli system tierdevice list. Device preparation can’t be done from the vSphere Client in 9.0.
Enable tiering. Cluster: Configure → Desired State → Configuration → Draft → esx → vmkernel → options, set memory_tiering to True. Host: Advanced System Settings, set VMKernel.Boot.memoryTiering to true. Both need a cluster managed by a single image with vSphere Configuration Profiles. Broadcom’s 9.1 memtier blog confirms that 9.0 still uses the esxcli system settings kernel namespace from the CLI.
Optionally set Mem.TierNvmePct for the ratio (25 = 4:1), Mem.EncryptTierNVMe = 1 for host-level encryption, or sched.mem.EncryptTierNVMe = TRUE for one VM. Reboot.
To exclude a single VM, power it off and set sched.mem.enableTiering = FALSE.
Configure on ESX 9.1: the esxcli memtier namespace
In 9.1, every tiering operation is in one namespace. The partition is created automatically, and enabling needs maintenance mode but no reboot. Commands and options below are from the ESXCLI 9.1.0 reference:
esxcli memtier device list --available # -a; --configured / -c
esxcli memtier enable -d <device_1>
esxcli memtier enable -d <device_1>,<device_2> # software mirror
esxcli memtier enable -d <device_1> -c t -r 50 # encryption, 2:1 ratio
esxcli memtier config get # -d / -e / -c / -r for single values
esxcli memtier config set --tier-size-pct 25 # 1-400, % of DRAM
esxcli memtier config set --encryption true
esxcli memtier config set -d <new_device>,<mirror_device>
esxcli memtier status get
esxcli memtier disable # keeps tier partition
esxcli memtier disable -d # --delete-devices
esxcli memtier config delete # removes config and partition
For a cluster, go to Configure → Desired State → Configuration → Draft → esx → memtier → nvme. Set enable and pick a device for each host (by BIOS UUID). You can also set a mirror_device, encryption and tier_size_pct. Configuration Manager puts the host into maintenance mode by itself. The mirror device has to be at least as large as the primary. If config get shows Enable true but status get reports Disabled, activation failed, so check the logs and alarms.
In 9.1, if you set sched.mem.enableTiering = FALSE on a VM, also give it a full memory reservation. Without one, its pages can end up in host swap, which is slower than the NVMe tier.
Monitor it
9.0: Host → Configure → Hardware → Overview shows Tier 0 (DRAM), Tier 1 (NVMe) and Total. The cluster Hosts tab has a Memory Tiering column, which reads “Software” for tiered hosts.
9.1: host and cluster Summary Memory cards show tier state and Tier 1 consumption, and there are tiering-specific performance charts. From the CLI, use esxcli memtier status get.
Capacity check: compare active memory with DRAM. A host whose active memory is under 50% of DRAM is a good candidate.
Operational notes
Expect vMotion to take roughly 1.5–2x longer for tiered VMs, because pages have to be read back from NVMe.
If a single-device tier fails (9.1 docs), VMs that touch a page on the failed device power off. With vSphere HA restart policies they can be restarted on another host. DRAM-only VMs keep running. This is the reason for mirroring or RAID.
If you turn tiering off on a host, the cluster loses that capacity, and in an overcommitted cluster some VMs may then fail to power on.
Recap of Explore 2025 session INVB1158LV: managing NVIDIA vGPU for AI/ML workloads in VMware, vGPU profiles, MIG and placement tips.
Explore 2025 Session Recap – INVB1158LV
Are you looking to maximize AI/ML performance in your virtualized environment? At VMware Explore 2025, I attended a compelling session — INVB1158LV: Accelerating AI Workloads: Mastering vGPU Management in VMware Environments — that unpacked how to effectively configure and scale GPUs for AI workloads in vSphere.
This blog post shares key takeaways from the session and outlines how to use vGPU, MIG, and Passthrough to achieve optimal performance for AI inference and training on VMware Cloud Foundation 9.0.
vGPU Configuration Options in VMware vSphere
🔹 1. DirectPath I/O (Passthrough)
A dedicated GPU is assigned to a single VM or containerized workload.
Ideal for maximum performance and full GPU access (e.g., LLM training).
No sharing or resource fragmentation.
🔹 2. NVIDIA vGPU – Time Slicing Mode
Shares one physical GPU across multiple VMs.
Each VM gets 100% of GPU cores for a slice of time, while memory is statically partitioned.
Supported on all NVIDIA GPUs.
Useful for efficient GPU sharing, especially for model inference and dev/test setups.
✅ Example profiles: grid_a100-8c, grid_a100-4-20c
🔹 3. Multi-Instance GPU (MIG)
Available on NVIDIA Ampere & Hopper (e.g., A100, H100).
Splits GPU into isolated hardware slices (compute + memory).
Offers deterministic performance and better isolation.
Best for multi-tenant AI inference, production-grade deployments.
✅ Example profiles: MIG 1g.5gb, MIG 2g.10gb, MIG 3g.20gb ✅ Assignable via vSphere UI with profiles like grid_a100-3-20c
Time Slicing vs. MIG – When to Use What?
Mode
Best For
Sharing Type
Time Slicing
LLM training, dev/test environments
Time-shared
MIG
Production inference, multitenancy
Spatial (hardware)
Passthrough
Maximum performance for single workload
Not shared
Smarter vMotion for AI Workloads in VCF 9.0
One of the standout improvements presented during session INVB1158LV was the vMotion optimization for VMs using vGPUs. With vSphere 8.0 U3 and VMware Cloud Foundation 9.0, the way vMotion handles GPU memory has been completely reengineered to minimize downtime (stun time) during live migration.
Instead of migrating all GPU memory during the VM stun phase, 70% of the vGPU cold data is now pre-copied in the pre-copy stage, and only the final 30% is checkpointed during stun. This greatly accelerates live migration even for massive LLM workloads running on multi-GPU systems.
📊 Example results with Llama 3.1 models:
Migrating a VM using 2×H100 GPUs (144 GB vGPU memory) saw stun time drop from 24.5s to just 6.3s.
Migrating a large model on 8×H100 (576 GB) now completes in 21s, compared to 325s for a power-off-and-reload approach — that’s a 15× improvement.
These enhancements make zero-downtime AI infrastructure upgrades and scaling possible, even for large language model deployments
Deploy a minimal VCF 9.0 lab on 2–3 hosts: single-host domain flag, NIC speed bypass, vSAN ESA HCL mock VIB, HTTP offline depot and a sample hardware BOM.
Short answer: a minimal VCF 9.0 lab needs only 2 ESXi hosts with NFS or 3 with vSAN/FC, a single 10GbE NIC, and singleton appliances. For nested labs you can even put the VCF Installer and SDDC Manager on one host. The tricks that make it work in a homelab are a single-host domain flag, a NIC-speed validation bypass, a vSAN ESA HCL mock VIB, and an HTTP offline depot, all shown below with the exact commands. Reference hardware: MINISFORUM MS-A2 with 128 GB RAM.
I had the pleasure of attending the excellent session “Deploying Minimal VMware Cloud Foundation 9.0 Lab” by Alan Renouf and William Lam at VMware Explore 2025. It was packed with practical advice, hardware insights, and field-tested tips on how to stand up a fully functional VCF environment—even on a tight budget.
Whether you’re a home lab enthusiast, enterprise architect, or just VCF-curious, here’s a recap of the key takeaways.
Key Changes: VCF 5.x vs VCF 9.x
VCF 5.x:
Required 4+ ESXi hosts
Monolithic installer
vSAN required
3-node NSX cluster
10GbE NICs mandatory
VCF 9.x:
More modular design
Only 2–3 ESXi hosts required
1 x 10GbE NIC sufficient
Support for singleton appliances
Flexible storage (vSAN ESA, FC, NFS)
VCF 9.0 Tips & Tricks (with real CLI guidance)
Here’s the juicy part—real-world deployment tips and overrides:
1. Minimum ESXi Host Requirements
For vSAN/FC: 3 ESXi hosts
For NFS: 2 ESXi hosts
⚠️ You can install VCF Installer + SDDC Manager even on a single ESXi host (great for nested labs!)
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VCF 9.0 is here! At the core of VCF is VCF Automation, which powers the private cloud self-service experience. Learn more about the three game-changing design innovations for private cloud, waiting at your fingertips.
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From key announcements to community connections—Day 2 at VMware Explore 2025 in Las Vegas has delivered on big Ideas and bold Innovations. Learn more in the recap.
Welcome to VMware Explore 2025, where thousands of explorers have gathered at The Venetian Convention and Expo Center to harness the power of private cloud. Reporting live from Nevada, here’s your recap of Day 2.
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