Penguin Solutions, Inc. has expanded its ICE ClusterWare software platform, formerly known as Scyld ClusterWare, with multi-tenancy support, streamlined workflows, and enhanced controls. This upgrade empowers enterprises to build fully optimized AI ecosystems—known as Intelligent Compute Environments—that scale seamlessly.

Additionally, Penguin Solutions has introduced the ICE ClusterWare AIM service, an advanced AI infrastructure optimization service designed to maximize performance, availability, and operational efficiency through predictive automation.

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Optimizing AI Workloads with Advanced Automation

” AI computing requires a smarter, more integrated approach that surpasses traditional IT infrastructure,” said Trey Layton, Vice President of Software and Product Management at Penguin Solutions. ” “With ICE ClusterWare software and the ICE ClusterWare AIM service, we help businesses streamline AI operations—boosting efficiency, scalability, and cost-effectiveness. Our solution ensures AI workloads run at peak performance while keeping operations simple and hassle-free.”

The ICE ClusterWare software platform is a hardware-agnostic, intelligent solution for managing, scaling, and optimizing AI, HPC, and data infrastructure. It integrates open-source, industry-standard, and third-party tools with Penguin Solutions’ proprietary software, allowing IT leaders to deploy and scale complex infrastructure tailored to their business needs.

Key Enhancements in ICE ClusterWare Software

  • Multi-Tenancy Support: Enables secure resource isolation and dynamic workload partitioning for multiple users and departments.
  • Enhanced Orchestration Controls: Provides a unified control plane to manage sub-clusters and infrastructure.
  • Streamlined Workflows: Automates policy enforcement and job scheduling to simplify AI infrastructure deployment.

Introducing ICE ClusterWare AIM Service

The ICE ClusterWare AIM service leverages Penguin Solutions’ patent-pending software, automation, and operational intelligence, gained from managing over two billion hours of GPU runtime. Designed for IT and data center operations teams handling large-scale AI and HPC clusters, the AIM service delivers:

  • Automated Remediation: Detects and resolves inefficiencies before they impact performance.
  • Prescriptive Maintenance: Uses predictive analytics to prevent failures and reduce downtime.
  • Operational Efficiency at Scale: Optimizes workload distribution to maximize GPU utilization and improve AI infrastructure ROI.

” Scaling AI infrastructure presents a challenge, as traditional IT methods often leave GPU clusters underutilized, operating at just 50% of their potential,” said Ashish Nadkarni, IDC Group Vice President and General Manager, Worldwide Infrastructure Research. ” Penguin Solutions’ ICE ClusterWare software and AIM services provide a smooth, automated way to manage AI infrastructure—making deployment, management, and optimization effortless for high-performance environments.

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Leveraging 25+ Years of Expertise in AI Infrastructure

Penguin Solutions’ ICE ClusterWare software platform and ICE ClusterWare AIM service are part of the company’s OriginAI Infrastructure Solution. With more than 85,000 GPUs currently deployed and managed, and over 25 years of experience in advanced computing, Penguin Solutions continues to lead in AI infrastructure innovation.

FAQs

1. What makes ICE ClusterWare AIM different from traditional AI infrastructure management tools?

ICE ClusterWare AIM goes beyond standard management by integrating predictive automation, proactive remediation, and prescriptive maintenance to ensure maximum GPU utilization and operational efficiency.

2. How does the multi-tenancy support benefit enterprises using ICE ClusterWare?

Multi-tenancy support allows enterprises to securely partition resources, ensuring multiple teams and departments can efficiently share infrastructure while maintaining operational control and security.

3. What industries can benefit from ICE ClusterWare and AIM services?

Organizations in AI, machine learning, high-performance computing (HPC), and data-driven industries—such as healthcare, finance, and autonomous systems—can leverage ICE ClusterWare and AIM services to optimize their AI workloads.

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