
HDDs Aren’t Dying. They’re Disappearing Off Shelves.
HDDs Aren’t Dying. They’re Disappearing Off Shelves. The most resilient storage architectures in AI infrastructure have one thing in common:

HDDs Aren’t Dying. They’re Disappearing Off Shelves. The most resilient storage architectures in AI infrastructure have one thing in common:

Some storage architectures silently consume 5 GB of DRAM and up to 4 CPU cores per GPU node. At 500 nodes, that’s 2.5 TB of DRAM and 2,000 cores lost to storage overhead — a hidden tax you can no longer afford.

April 7, 2026 Source: CIO –The enterprise storage market is currently experiencing unprecedented SSD price volatility driven by massive AI
NAND prices surged up to 60% in one quarter. Storage now consumes up to 30% of the infrastructure budget. The operators who planned for this are fine. The rest are doing the math.

San Jose, CA, March 16–19, 2026 NVIDIA GTC 2026, the world’s premier conference for AI, high-performance computing, and

March 6, 2026: On International Women’s Day, we honor the women propelling high-performance computing and AI forward. While these

HDDs Aren’t Dying. They’re Disappearing Off Shelves. The most resilient storage architectures in AI infrastructure have one thing in common:

April 7, 2026 Source: CIO –The enterprise storage market is currently experiencing unprecedented SSD price volatility driven by massive AI
March 17, 2026 Techstrong —VDURA this week added a Remote Direct Memory Access (RDMA) capability to its parallel storage platform

Ken Claffey, March 3, 2026 (CIO) –On the way to the AI revolution, the industry made a costly
By Petros Koutoupis, Product Manager, VDURA , Feb 26, 2026 (LinkedIn Blog Post) – As HPC and AI

By Petros Koutoupis, Product Manager, VDURA , Feb 11, 2026 (LinkedIn Blog Post) – AI workflows involve a

HDDs Aren’t Dying. They’re Disappearing Off Shelves. The most resilient storage architectures in AI infrastructure have one thing in common:

Some storage architectures silently consume 5 GB of DRAM and up to 4 CPU cores per GPU node. At 500 nodes, that’s 2.5 TB of DRAM and 2,000 cores lost to storage overhead — a hidden tax you can no longer afford.

April 7, 2026 Source: CIO –The enterprise storage market is currently experiencing unprecedented SSD price volatility driven by massive AI
NAND prices surged up to 60% in one quarter. Storage now consumes up to 30% of the infrastructure budget. The operators who planned for this are fine. The rest are doing the math.

San Jose, CA, March 16–19, 2026 NVIDIA GTC 2026, the world’s premier conference for AI, high-performance computing, and

March 6, 2026: On International Women’s Day, we honor the women propelling high-performance computing and AI forward. While these