Expert Answers for
AI & HPC Cluster Performance Issues
Penguin Solutions' Cluster Integrity Assessment provides expert analysis, testing, and remediation recommendations to transform underperforming clusters into resilient, high-performance AI and HPC infrastructure.
Expert Analysis
Experience across hundreds of cluster optimizations plus proprietary diagnostic tools provide deep insight into performance barriers others miss.
Clear Remediation
Detailed, actionable recommendations specifically designed to reduce failures while resolving cluster inefficiencies and poor resource utilization.
Optimized Clusters
Guidance to elevate the performance and reliability of your advanced computing cluster infrastructure to accelerate your AI & HPC initiatives.
Experience Peak Cluster Performance
AI and HPC cluster infrastructure complexity often requires specialized expertise to identify root causes of performance issues and determine a clear remediation path. Penguin Solutions' Cluster Integrity Assessment—a comprehensive one-to-two-week assessment service—leverages proprietary diagnostics built into Penguin Solutions ICE ClusterWare™ alongside other tests designed for AI and HPC environments to pinpoint issues other conventional tools miss.
Our experts provide actionable recommendations that optimize resource utilization and enhance system reliability, finding opportunities to elevate cluster performance. With over 20 years of experience deploying and managing hundreds of AI and HPC clusters, Penguin Solutions delivers guidance tailored to your organization’s cluster environment, critical workloads, and business objectives.
Technical Capabilities
Our unparalleled technical expertise comes from deploying and managing clusters with up to 24,000 GPUs and more than 2.2 billion GPU runtime hours in total.
We are a certified NVIDIA DGX Managed Services and Elite Solutions Provider and maintain deep expertise across all major GPU platforms from NVIDIA and AMD, as well as the latest-generation HPC and AI architectures and legacy hardware common in enterprise deployments.
Our network infrastructure expertise spans all major interconnect technologies including InfiniBand networks, high-speed Ethernet implementations, and specialized GPU interconnect technologies. We bring extensive experience with diverse storage architectures including parallel file systems, network-attached storage solutions, and distributed storage systems.
These capabilities ensure we can successfully meet the unique challenges and requirements of modern AI and HPC cluster infrastructure.
Talk to the Experts at Penguin Solutions
Connect with our specialists today to discuss how our cluster performance and validation services can unlock your AI & HPC infrastructure’s full potential by identifying and resolving performance issues.