In today’s fast-paced world, hardware failure, cyberattacks, or unexpected system crashes aren’t just an inconvenience but a major risk and can bring business operations down. Hence, having a reliable backup is not the need but is a major necessity. This is where bare metal backup comes in. Unlike traditional backups that only save files or applications, bare metal backup captures everything—your operating system, settings, and entire system state—so you can restore it exactly as it was, without missing anything. But how does it really work, and why is it becoming the go-to solution for businesses? Let’s break it down in simple terms. The global bare metal cloud market has shown remarkable growth, expanding from USD 7.14 billion to USD 8.96 billion between 2022 and 2023. This swift expansion shows a 25% annual growth rate, and experts predict the market will reach USD 22.13 billion by 2027. These figures not only show a rise in the demand for bare metal but also its role in securing tomorrow’s operations.
Now, let us first understand Bare Metal Server. A bare metal server refers to a physical hardware system or server that operates without any virtualization layer or intermediary software, such as a hypervisor. This means the operating system (OS) runs directly on the hardware, providing access to all hardware resources like CPU, RAM, and storage. Bare metal systems are often used for high-performance computing, intensive workloads, or when specific hardware-level control is required. It can be understood as renting the whole car to yourself instead of sharing it with others.
Bare metal backup refers to creating a complete copy of a system—including the operating system, applications, configurations, and data—at the hardware level. During unlikely events, this backup enables the system to be restored to its original state on similar or entirely new hardware. A few key features of Bare Metal Backup are as follows:
DigitalOcean GPU Droplet | DigitalOcean Bare Metal GPU |
---|---|
1-click UI or a single API call to create GPU Droplet within seconds | Maximum performance and privacy without any software overhead |
On-Demand and Reserved Instances available | No noisy neighbors |
Networking and storage included | Complete control over hardware |
Flexible deployment options allowing you to deploy in 1 or 8 GPU options | Latest GPU models available at scale |
Feature | Bare Metal Backup | Full Backup |
---|---|---|
Scope | - Captures the entire system, including the operating system (OS), applications, configurations, and data. - Includes system-level files, records, and drivers, hence allowing complete replication of the original environment. | - Focuses on specific files, folders, databases, or application data. - Does not include the OS or system-level configurations unless explicitly added. |
Use Case | - Ideal for disaster recovery, such as hardware failures, system crashes, or migration to new servers. - Allows rapid restoration of the entire server. | - Suited for data retrieval or recovery of specific files, documents, or application data. - Useful for non-critical recovery scenarios. |
Restoration Flexibility Cost and Resources | - Supports bare metal recovery, allowing restoration onto new or different hardware with no pre-installed OS. - Can recover hardware with different specifications, ensuring flexibility. - Requires more storage space and may involve higher costs for backup solutions. | - Requires reinstallation of the OS and applications on the target system before restoring the backup. - Works best when the hardware is similar or identical to the original. - More cost-efficient due to smaller backup size and less storage requirements. |
AI/ML Workloads typically have complex configurations with specific frameworks (e.g., TensorFlow, PyTorch), libraries, and dependencies. They also involve extensive datasets and trained models, which can be time-consuming and costly to recreate.
Furthermore, AI/ML workloads such as training a deep learning network often rely on GPUs, TPUs, or other high-performance computing devices; hence, having a backup ensures that these configurations can be restored accurately. Also, in case the original hardware fails, hardware independence is always flexible. Rebuilding a complete AI/ML environment from scratch involves re-installing software, setting up frameworks, and re-configuring system parameters. Bare metal recovery eliminates this effort.
Full Hardware Access: Bare Metal GPUs offer direct and unrestricted access to all hardware resources, thus ensuring maximum performance for AI/ML tasks.
Single-Tenant Infrastructure: With dedicated hardware, there is no need to share resources with other users, providing improved privacy, consistent performance, and reduced risk of noisy neighbors impacting workloads.
Performance for Demanding Workloads: Bare Metal GPUs, such as those with NVIDIA Hopper GPUs, are purpose-built for intensive computations like large-scale model training, high-speed inference, and advanced simulations.
Customization: Bare Metal servers allow you to configure the hardware and software environment as needed, optimizing for specific AI frameworks, libraries, or tasks like fine-tuning pre-trained models or building bespoke architectures.
Scalability: These servers are ideal for scaling up AI workloads, supporting complex neural networks, and distributing training without performance bottlenecks.
Enhanced Privacy and Security: As the sole tenant of the hardware, you maintain full control over the infrastructure, ensuring data and model integrity critical for sensitive workloads.
Simplified Deployment: DigitalOcean Bare Metal GPUs are designed for rapid provisioning, enabling AI builders to get started quickly without navigating complex configurations.
NVIDIA Accelerated Computing: Equipped with 8 NVIDIA Hopper GPUs, DigitalOcean’s servers deliver state-of-the-art performance for demanding AI/ML workloads, from deep learning to real-time inference.
Cost-Effective Pricing: DigitalOcean provides transparent and competitive pricing, ensuring access to premium hardware without hidden fees or surprises.
Developer-Friendly Platform: With an intuitive interface, robust APIs, and extensive documentation, DigitalOcean simplifies managing infrastructure, making it accessible for AI developers and teams.
Customizable Options: DigitalOcean’s Bare Metal GPUs allow fine-tuning of the environment to match workload-specific needs, ensuring optimal performance for specialized AI/ML use cases.
Trusted Infrastructure: DigitalOcean’s global data centers ensure reliability, high uptime, and low-latency connectivity, critical for AI workloads that demand consistent performance.
Community and Support: With a vibrant community, tutorials, and 24/7 support, DigitalOcean helps users at every skill level succeed with AI/ML projects.
DigitalOcean Bare Metal GPUs for serious AI builders looking to achieve the highest levels of performance, privacy, and control in their AI/ML workloads.
Select a Storage Location: Choose where your backups will be stored.
Options include:
Set Up Automated Backups: Schedule regular backups (e.g., daily, weekly). Automation ensures you always have an up-to-date backup without manual effort.
Double-check that your backup includes all critical files, system settings, and applications.
Verify the Backup: Once the backup is complete, check its integrity. Many tools offer a built-in verification feature to ensure the file isn’t corrupted.
Perform a test recovery on a spare or non-critical machine. This step will ensure that your backup works as expected and can be restored successfully.
Use the recovery process to identify and fix any issues now rather than during an emergency.
Confirm that all files, applications, and settings appear as they should.
A solid backup and recovery framework doesn’t happen by chance—it’s built on a foundation of planning and execution.
Bare metal backup is more comprehensive and suited for disaster recovery, while full backup focuses on files and folders.
System state backup captures critical OS components, while bare metal backup includes the entire system.
To enable a complete system recovery on new or existing hardware without additional setup.
Challenges include hardware compatibility, backup size, and ensuring data integrity.
Ensure backup images are encrypted to prevent unauthorized access. Furthermore, restrict who can access backup locations.
Periodically test backup and recovery processes to identify vulnerabilities.
Bare metal backup is an essential component of any disaster recovery strategy. By capturing the entire system it minimizes downtime and maximizes flexibility during restoration. Selecting the right tools, addressing security concerns, and following best practices empower organizations to protect their bare metal and dedicated servers effectively.
When implementing a recovery plan, it is a must for any organization to establish a dedicated recovery environment that mirrors its production setup. This will help test hardware compatibility and prevent configuration conflicts during restoration procedures.
Clear assignments of responsibilities within recovery teams are crucial. Team leads oversee the entire process, while system administrators manage the operating system restoration, and network engineers handle connectivity settings. Teams should conduct regular restore drills to identify potential issues before they impact actual recovery situations.
Documentation plays a vital role in successful bare metal recovery. Organizations should maintain detailed records of hardware specifications, software licenses, and installation procedures. This approach allows teams to follow straightforward instructions rather than facing confusing processes when a disaster occurs.
Finally, a post-restore review is essential. This process helps organizations evaluate their restoration procedures’ effectiveness and identify areas for improvement. Organizations can enhance their bare metal restore capabilities by gathering feedback from recovery teams and stakeholders.
[1] - https://en.wikipedia.org/wiki/Bare-metal_restore
[2] - https://www.dell.com/support/kbdoc/en-us/000019782/deployment-kb-how-to-perform-a-networker-bare-metal-recovery-bmr-recovery-procedure
[3] - https://www.acronis.com/en-us/blog/posts/bare-metal-restore/
[4] - https://documentation.n-able.com/covedataprotection/USERGUIDE/QSG/Content/advanced-recovery/bare-metal-recovery/reqs.htm
[5] - https://helpcenter.xopero.com/xopero-one-en/backup-plan-possibilities-and-the-data-solutions/backup-and-recovery/workstations-and-servers/recovery/drive-image-backup-recovery/image-level-backup-recovery-as-a-bmr-recover-the-entire-os-data-and-applications
[6] - https://www.techtarget.com/searchstorage/definition/bare-metal-restore
[7] - https://www.baculasystems.com/blog/bare-metal-backup-recovery/
[8] - https://www.zmanda.com/blog/bare-metal-restore/
[9] - https://cloud.google.com/bare-metal/docs/bms-security
[10] - https://phoenixnap.com/blog/bare-metal-restore
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