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ICE ClusterWare AIM™ Service

AI & HPC Infrastructure Optimization Service

Achieve Peak Performance
With AI and HPC Infrastructure

Maximizing the value of complex AI and HPC infrastructure is challenging and requires capabilities beyond those typically found in traditional IT toolkits. The Penguin Solutions ICE ClusterWare AIM™ service—an add-on to ICE ClusterWare™— ensures peak performance and availability at any cluster size. This infrastructure optimization service applies Penguin Solutions’ patent-pending software innovation to prevent failures, automate proactive maintenance, and simplify complexity.

This service expertise, gained from more than two billion hours of continuous GPU runtime, enables organizations to unlock the full potential of their AI infrastructure.

Prevent Failures, Resolve Issues, and Reduce IT Overhead

The ClusterWare AIM service, when combined with the ICE ClusterWare, applies proactive monitoring and automated remediation to new or existing AI infrastructure. This enables organizations to achieve maximum infrastructure availability, driving peak performance, and optimum ROI. Importantly, the ICE ClusterWare AIM service augments IT and data center operations’ teams skills and resources enhancing operational efficiency and resource utilization through automation.  

The ClusterWare AIM service does this through:

Uses intelligent node health checks and workload balancing to detect and prevent failures—including those missed by traditional monitoring tools—before they impact operations.

Proactively identifies and resolves root-cause issues, ensuring continuous system performance and reliability while minimizing manual intervention.

Reducing IT overhead by automating routine troubleshooting, accelerating issue resolution, and enhancing long-term infrastructure resilience.


With ICE ClusterWare AIM™, organizations can eliminate downtime, optimize performance, and empower IT teams to focus on innovation instead of infrastructure maintenance.

Key Benefits of Penguin Solutions
ICE ClusterWare AIM Service

  • Breakthrough Performance
  • Maximized ROI
  • Faster Time-to-Results
  • Reduced Troubleshooting Time
  • Enhanced Scalability
  • Increased Resilience & Resource Availability

Penguin Solutions’ Comprehensive Portfolio of AI and HPC Solutions

Delivering high performance and high availability infrastructure solutions and services, Penguin Solutions are experts in the infrastructure required for data intensive workloads from the edge to core to cloud.

• Intelligent cluster management for seamless scalability, automation, and optimization.

• Purpose-built AI hardware and infrastructure for next-gen computing demands.

Ready to Get Started?

Unlock the full potential of your AI and HPC infrastructure with ICE ClusterWare and ClusterWare AIM. Whether you’re building from the ground up or optimizing an existing environment, our experts are here to help you achieve an Intelligent Compute Environment with seamless scalability, automation, and performance.

  • Not sure where to start? Let’s create a roadmap tailored to your needs.
  • Already have the hardware?  We’ll help you deploy and configure it for maximum efficiency.
  • Infrastructure in place?  We’ll fine-tune it for peak performance, resilience, and long-term success.