
ICE ClusterWare™
Intelligent Infrastructure Software Platform
Hardware-Agnostic AI and HPC
Infrastructure Management Platform
As artificial intelligence (AI) and high-performance computing (HPC) workloads continue to expand, IT leaders face the challenge of deploying, managing, and scaling advanced computing infrastructures that meet the needs of diverse users while maintaining peak operational efficiency.
Penguin Solutions’ ICE ClusterWare™ is an intelligent, hardware-agnostic software platform that seamlessly integrates bare-metal hardware, networking, and software resources into a unified, high-performance computing infrastructure. ICE ClusterWare powers fully optimized AI ecosystems, enabling effortless management and scalability with built-in reliability and efficiency. Designed to simplify the deployment and administration of AI and HPC clusters, it provides seamless scalability, real-time health monitoring, and peak performance optimization.
With over two billion GPU runtime hours and the management of 85,000+ GPUs, ICE ClusterWare brings industry-leading expertise to modern computing environments, ensuring organizations can scale their AI and HPC workloads with confidence.

Manage and Scale AI and HPC Workloads
With the ICE ClusterWare Platform
The ICE ClusterWare platform simplifies the deployment, administration, monitoring, and scaling of AI and HPC clusters, empowering organizations with intelligent automation, real-time insights, and seamless scalability.
Enhances security and efficiency with multi-tenancy support and automated user provisioning, enabling effortless collaboration across teams.
Orchestrates thousands of nodes with high availability, hardware-agnostic configurations, and intelligent workload distribution for peak performance.
Reduces administrative overhead through Zero-Touch Provisioning, ensuring faster deployments and continuous system optimization.
Provides real-time monitoring of AI and data infrastructure, enabling proactive issue detection and enhanced system efficiency.
Integrates hardware, networking, and software into a unified, easy-to-manage infrastructure, reducing complexity.
Supports growth from day one, allowing organizations to scale AI and HPC workloads without operational bottlenecks.
Backed by Penguin Solutions’ decades of HPC expertise, ensuring long-term infrastructure reliability and maximum ROI.
Customer Success with ICE ClusterWare

“Penguin Solution’s track record of successfully deploying and managing large AI factories was compelling, but it was their ClusterWare software coupled with their services offerings that were truly pivotal to our decision. [Their] end-to-end ability to deliver, optimize, and support the complete environment for multi-tenancy is helping bring our vision to life.”
Voltage Park shares how they turned to ICE ClusterWare and Penguin’s Professional and Managed Services to manage and maximize the efficiency of their large AI Infrastructure.
ICE ClusterWare AIM™ Service
Penguin Solutions’ ICE ClusterWare AIM service is an advanced infrastructure optimization service that builds on ICE ClusterWare to ensure peak performance and availability of clusters at any size. It provides predictive and prescriptive monitoring to identify and prevent silent errors that can go undetected and significantly impact asset performance.
The ClusterWare AIM service employs Penguin Solutions’ patent-pending technology to optimize new or existing AI infrastructure, offering:
- Advanced Performance Optimization
- Automated Remediation
- Predictive & Prescriptive Maintenance
Resources
Ready to Get Started?
Connect with our experts to explore how ICE ClusterWare can support your Intelligent Compute Environment—whether you’re just starting out or looking to optimize and manage your existing AI and HPC infrastructure.
- Unsure where to start? Talk to us about building a roadmap.
- Already have the hardware? Let us help you stand it up.
- Infrastructure in place? We’ll ensure optimal performance and long-term success.