Integrated Memory Solutions for AI Infrastructure
Penguin Solutions delivers CXL-based memory expansion, DRAM modules, and flash storage for data-intensive environments where bottlenecks in memory capacity, bandwidth, and latency can limit AI performance.
As inference and agentic AI workloads become more persistent and context-rich, memory is increasingly becoming one of the primary performance and scalability bottlenecks. Starved of data, even the fastest graphics processing units (GPUs) slow down, idling between tokens while they wait on memory and storage to catch up.
Training an AI model and running inference at scale requires moving enormous volumes of data between compute and memory. For a growing number of AI deployments, when capacity, bandwidth, or latency fall short, idle time soon compounds across every processor in the cluster. But the bottleneck isn't the GPUs. It's the memory and storage that feed them.
Penguin Solutions solves for this challenge with an integrated memory portfolio built for compute-intensive environments, including: Compute Express Link® (CXL) based memory to expand capacity far beyond traditional server memory limits; DRAM modules to deliver the high-bandwidth, low-latency performance that active workloads demand; and flash storage to provide a reliable, high-capacity foundation for the data pipelines that feed each model. Together, these memory solutions give organizations the flexibility to scale each dimension of performance to the shape of the workload.
With Penguin Solutions, infrastructure keeps pace with the trajectory of your AI ambitions instead of constraining it. As organizations push modeling and inference to new heights, Penguin Solutions provides the memory and storage foundation to carry your AI initiatives from pilot to production.
CXL-Based Memory
CXL® memory solutions enable flexible and expanded memory architectures for modern compute environments. By using CXL technology to extend system memory capabilities, organizations can support larger workloads, improve resource efficiency, and leverage dynamic infrastructure designs.
CXL-based solutions are particularly well-suited to AI training and inference, in-memory databases, and advanced analytics workloads that require access to large memory footprints. They also solve evolving data center memory-centric strategies focused on composability and scalable resource allocation across distributed systems.
For AI inference at scale, CXL memory can offload the key-value (KV) cache from GPU memory to a dedicated, high-capacity appliance, reducing time-to-first-token (TTFT) and freeing GPUs from memory bottlenecks. Penguin Solutions' MemoryAI™ KV Cache Server puts this architecture into production with pooled memory that is accessible across the cluster.
DRAM Modules
DRAM modules provide high-speed, low-latency system memory for active processing workloads across enterprise servers and high-performance computing (HPC) systems. Installed directly into the server memory channels, DRAM enables rapid data access for central processing units (CPUs) and accelerators executing compute-intensive tasks.
These memory modules are widely used in AI model training, virtualization, scientific computing, and transactional enterprise applications where consistent uptime and responsiveness are essential for workload execution.
Engineered to withstand the most demanding compute environments, Penguin Solutions DRAM delivers the reliability and performance that production-scale AI requires.
Flash Storage
Flash storage solutions offer high-capacity, non-volatile data storage for enterprise and data-intensive computing environments. Using solid-state drive (SSD) technology, they support fast data retrieval and reliable long-term data retention across a wide range of applications.
Flash storage is often used for AI data pipelines, large-scale analytics, application hosting, and enterprise databases. These storage solutions enable organizations to manage growing data volumes efficiently while maintaining strong performance and reliability across critical workloads.
Proven in rugged, secure storage for defense and aerospace, Penguin Solutions flash storage brings that same level of durability and reliability to the demands of your organization's AI workloads at scale.
Talk to the Experts at Penguin Solutions
Penguin Solutions powers modern AI, HPC, and enterprise environments with memory and storage engineered for scale, led by CXL-based memory that breaks through capacity limits and makes demanding AI workloads possible.