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Products > ICE ClusterWare

ICE ClusterWare™ Intelligent Infrastructure Management Software Platform

Whether it’s ten nodes or tens of thousands of nodes, the ICE ClusterWare platform unifies and automates cluster deployment and management, simplifying operations, streamlining administration, and optimizing performance for system architects and IT leaders alike.

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AI & HPC Workloads

Hardware-Agnostic AI & HPC Infrastructure Management
Software Platform

ICE ClusterWare embeds the operational intelligence from over three billion hours of GPU runtime experience into software that dramatically amplifies your team's ability to deploy, manage, and optimize AI infrastructure to achieve—and sustain—peak cluster performance at scale.

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 security and governance needs of diverse user groups while sustaining uptime and performance at scale.

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.

As AI scales from pilot to production, infrastructure demands shift. Peak performance and operational excellence become essential for competitive advantage. Multiple teams need secure, isolated cluster access without sacrificing efficiency. ICE ClusterWare seamlessly supports this evolution from first deployment to enterprise scale.

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Manage and Optimize
AI & HPC Clusters 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 non-disruptive cluster evolution and expansion.

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  • Reduces complexity by integrating hardware, networking, and software into a unified, easy-to-manage infrastructure via unified GUI and CLI controls.

  • Reduces administrative overhead through Zero-Touch Provisioning, ensuring faster deployments and continuous system optimization.

  • Orchestrates thousands of nodes with high availability, hardware-agnostic configurations, and intelligent workload distribution for peak performance.

  • Delivers peak cluster performance and reliability through real-time monitoring of compute, network, and GPU/CPU metrics, with proactive anomaly detection and automated remediation.

  • Enables multiple user communities to securely share infrastructure with network-isolated multi-tenancy that provides zero-trust isolation between tenants.

  • Supports growth from day one, allowing organizations to scale AI and HPC infrastructure without operational bottlenecks.

  • Backed by Penguin Solutions’ decades of AI and HPC expertise, ensuring long-term infrastructure reliability and maximum ROI.

  • Enterprise-Wide Production Capabilities

    Advanced Performance Optimization

    ICE ClusterWare advanced performance optimization delivers peak performance and enhanced cluster resilience and resource availability – all while reducing administrative overhead. By using intelligent automation to proactively identify and resolve hidden issues, it can prevent a single underperforming node from reducing the efficiency of an entire cluster.

    Our patent-pending anomaly detection technology continuously monitors AI infrastructure, detects issues before they impact workloads, and triggers automated self-healing—meaning only validated, high-performing nodes receive workloads and users get the performance they need.

    Secure Resource Sharing

    As more teams and customers require cluster access, CIOs must provide secure, isolated resources without sacrificing efficiency. ICE ClusterWare enables organizations to maximize AI infrastructure ROI by securely extending cluster resources to multiple independent user communities (e.g. GPU-as-a-Service customers and enterprise departments).

    With network-isolated multi-tenancy, ICE ClusterWare ensures security, performance, and governance as user groups are added. Each tenant receives a fully isolated environment with the flexibility to choose a workload manager, govern its users, and run workloads securely.

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    Talk to the Experts at Penguin Solutions

    Connect with our experts to explore how ICE ClusterWare can support your Intelligent Compute Environment (ICE)—whether you’re just starting out or looking to optimize and manage your existing AI and HPC infrastructure.

    Unsure where to start? Already have the hardware? Infrastructure already in place?

    We can help.

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