The single biggest AVD cost lever
Most AVD bills are bloated because session hosts run 24 hours a day for an 8-hour business. Autoscale fixes this by matching compute to demand — automatically.
How AVD Autoscale works
- Pre-warm: hosts are powered on 30 minutes before each shift so users never wait
- Breadth-first: during peak, sessions spread across VMs (better performance)
- Consolidate: when demand drops, sessions pack into fewer VMs
- Off-hours shutdown: the rest shut down — no idle compute billed
Our production setup
In our 200-desktop deployment across three sites:
- D8s_v5 host pool, ~8 users per VM
- Autoscale plan pre-warming 30 minutes before each shift
- Consolidated and shutdown after hours automatically
- Thin clients + old monitors reused
What you save
Because VMs only run when staff actually work:
| Scenario | Hosts running | |
|
| | Without Autoscale | 24×7 (always billed) | | With Autoscale | Shift hours only + 30 min pre-warm |
For shift-based manufacturers, this is typically the difference between paying for 3 shifts of compute and paying for 1. Combined with hardware reuse (₹15 lakh+ avoided), the total ownership cost drops dramatically.
Why it matters for factories
A factory never stops — but its desktops don't need to run when the floor is empty. Autoscale keeps user experience identical (hosts are warm before the bell) while the bill reflects reality.
0 shifts missed during cutover. 60% fewer IT support tickets.
📘 Read the full AVD case study book
Want Autoscale tuned for your workload? WhatsApp +91 93197 07938 or contact@krizia.in.
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