The architecture behind a RAID (Redundant Array of Independent Disks) solution directly shapes its performance capabilities—especially in the era of NVMe storage, where maximum throughput and the mitigation of latency define competitive advantage. With workloads spanning AI/ML, HPC, data analytics, and high-resolution media, the industry now differentiates between Traditional Hardware RAID  and Hardware-Accelerated NVMe RAID (also known as Hardware-Switched RAID or Hardware-A

For decades, the benchmark for maximum PCIe performance was confined to the server chassis; namely, what kind of devices can be hosted directly by the server itself. If your accelerator was installed internally (into the designated add-in-slot/riser) the speed was, more or less, guaranteed. With the rise of AI and HPC composability, this paradigm has been broken . Historically, moving a GPU or high-speed storage outside  the server chassis resulted in a massive performance pe

The HighPoint Rocket 7638D  is a revolutionary external Gen5 PCIe Expansion Adapter engineered to eliminate one of the most critical performance barriers in modern AI, ML, and data-intensive computing — data starvation . The Rocket 7638D innovative hardware architecture leverages PCIe switching technology to establish a direct data path between GPUs and NVMe storage and eliminate CPU related bottlenecks. The pathway provides x16 lanes of dedicated Gen5 bandwidth and allows NV

The Modern Storage Performance Mandate The real-world demands of today’s artificial intelligence (AI), high-performance computing (HPC), large language model (LLM) training, and real-time analytics environments require storage infrastructure designed to maximize speed and minimize latency to head off the threat of a compute bottleneck and maintain peak offload performance. This is in direct contrast to storage architecture employed by conventional server/workstation platforms