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Using preemptible VMs on Google Cloud can significantly reduce cloud computing costs.
What are Preemptible VMs?
Preemptible VMs are short-lived virtual machines that leverage excess capacity from Google Cloud. They are ideal for batch processing jobs and workloads that can tolerate interruptions.
Why Use Preemptible VMs?
- Cost Savings: They are significantly cheaper than standard VMs, often up to 80% less.
- Scalable: You can create multiple preemptible VMs to handle increased workloads.
- Quick Turnaround: Faster deployment for temporary workloads.
When to Use Preemptible VMs?
Preemptible VMs are best for:
- Batch Processing
- Data Analysis
- CI/CD Pipelines
- Rendering
- Machine Learning Training
How to Implement Preemptible VMs?
Follow these steps to get started:
- Log into Google Cloud Console.
- Navigate to the Compute Engine section.
- Create a new instance and select “Preemptible” in VM configuration.
- Configure other settings such as machine type and disk options.
- Launch the VM and monitor its status.
Cost Comparison of VMs
VM Type | Hourly Cost | Monthly Cost (720 hrs) |
---|---|---|
Standard VM | $0.20 | $144 |
Preemptible VM | $0.04 | $28.80 |
Benefits of Preemptible VMs
- Cost Efficiency: Lower operational costs.
- Quick Resourcing: Spin up instances quickly as needed.
- Flexibility: Adjust workloads on-the-fly with ease.
Drawbacks of Preemptible VMs
- Potential Downtime: Instances might be preempted at any time.
- No SLA: There are no uptime guarantees.
- Data Persistence: Requires strategies to save data frequently.
Conclusion
Utilizing preemptible VMs can drastically lower costs for specific workloads in Google Cloud, making them an attractive option for businesses managing large-scale operations efficiently.
Usage Statistics of Preemptible VMs
Use Case | Percentage of Users |
---|---|
Batch Processing | 45% |
Machine Learning | 30% |
CI/CD | 15% |
Miscellaneous | 10% |
Mind Map of Preemptible VMs
Preemptible VMs
- Cost Savings
- Use Cases
- Batch Processing
- Data Analysis
- CI/CD
- Implementation Steps
- Benefits
- Drawbacks
- Statistics
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