ASTRAMON
Monitoring Background
Pre-Deployment Assessment for AstraGo

See How MuchYou're Wasting

AstraMon shows GPU utilization, power efficiency, and idle resources in a single dashboard, and estimates how much you'll save with AstraGo.

DASHBOARD

See exactly what your
infrastructure is doing right now

Key metrics you can monitor in AstraMon.

AstraMon Dashboard
Last updated: just now
Total GPUs16
Avg. Utilization34%
Zombie Processes7
Est. Annual Savings$48,000

GPU Utilization Trend (7 Days)

Mon
Tue
Wed
Thu
Fri
Sat
Sun
Utilization
Target (70%)

Zombie Process List

UserGPUOccupied TimeUtilizationStatus
user-aNVIDIA H10018 hrs2%Reclaim recommended
user-bNVIDIA A1006 hrs15%Warning
user-cNVIDIA H1002 hrs78%Normal
FEATURES

What AstraMon Helps
You Find

Real-Time GPU Monitoring

Monitor SM, memory, power, and temperature in real time at the node and GPU level.

Power Efficiency Analysis

Track power consumption per GPU in real time and translate it into actual energy costs, factoring in PUE.

Zombie Process Detection

Automatically identify processes that hold resources for long periods but run at low utilization, using clearly defined policies.

Monitor GPU process status
Detect based on custom thresholds
Flag as zombie → auto-notify
Add exceptions via whitelist
Configure thresholds to fit your environment
Make exceptions for Jupyter, monitoring daemons, and more
Send email alerts the moment a process is detected
Cost Visualization

See it in dollars,
not just utilization.

AstraMon shows your GPU asset value, depreciation, and power costs on a single screen.
We measure not how much you're underutilizing, but how much it's costing you.

Total Asset Value$158K16 GPUs registered
Annual Depreciation$40K5-Year Depreciation Model
Annual Power Cost$21KPUE 1.5 applied
Total Wasted Cost (Annual)$32K52% waste rate
GPU Cost per Hour$0.70Based on effective usage hours

Where is the waste coming from?

Depreciation (Idle)
28%
Depreciation (Active)
37%
Power (Idle)
12%
Power (Active)
23%

40% of your annual cost comes from idle states. Depreciation accounts for 28% and power for 12%. AstraMon tracks this waste node by node and GPU by GPU.

Idle Cost40%
Active Cost60%

Waste by Node

NodeGPU ConfigUtilizationYTD Waste through May 2026Projected Annual WasteWaste Rate
node-03H100 × 428%$6,328$15,82172%
node-02H100 × 845%$4,746$11,86655%
node-01A100 × 472%$1,582$3,95528%
THE ASTRAGO IMPACT

See your savings
with a single slider.

Instantly calculate the savings you'll unlock and the effective GPUs you'll gain by increasing GPU utilization.
Before buying new GPUs, get more out of the ones you already have.

Target UtilizationMove the slider to see your savings
85%
Estimated Annual Savings$24,40077% less waste than today
Waste Reduction
77%Share of annual waste eliminated
Effective GPU Increase+8.2 GPUsExtra compute capacity gained without buying new GPUs

Annual Waste: Before vs After AstraGo

Before$31,641
After AstraGo$24,400 saved

The blue area is your annual savings.

Savings by Waste Category

Depreciation Waste
Today$22,149
Saved$17,100
Power Waste
Today$9,492
Saved$7,300

Executive Summary

Asset Profile16 GPUsTotal value $158K
Utilization Improvement34% → 85%+51 Percentage Points
Total Savings$24,40077% less waste

Calculated savings: $24,400/year

Ready to explore AstraGo? Start with a free assessment. We'll deliver a tailored assessment and deployment plan for your environment.

AstraGo

Now that you've seen the waste,
it's time to eliminate it.

AstraGo automatically eliminates the waste that AstraMon revealed.
From training to model serving, it automates operations through policy-based automation.

Learn more about AstraGo
Eliminate zombie processes with automatic resource reclamation.
Higher utilization through policy-based scheduling.
A single platform from training to model serving.
AstraGo Dashboard

See where resources are being wasted in your
environment right now

Start collecting data immediately after installation
and leverage historical data for more accurate diagnostics.