We spent a week testing an HGX B200 through Supermicro JumpStart to see how remote bare-metal access speeds AI platform decisions.

Some servers extend what already exists, while others reset expectations. The Dell PowerEdge R7725xd belongs to the second category. In our recent testing, configured with 24 Micron 9550 PRO PCIe Gen5 NVMe SSDs and four 2x 200GbE NICs, this 2U server achieved higher raw storage throughput than any system we have measured before. Internally, the

Ubiquiti’s SFP Wizard is a pocket-sized optical programmer and diagnostic module that simplifies testing, cloning, and managing SFP and QSFP transceivers.

The benefits of immersion extend beyond temperature control. With stable thermal conditions, GPUs can maintain peak boost clocks without throttling, CPUs operate with lower variability, and storage devices deliver consistent I/O throughput.

Oregon State is advancing AI ocean research with GPU, compute, and dense NVMe to analyze plankton data in real-time at sea.

HPE ProLiant DL380a Gen12 review: a 4U air-cooled AI server with dual Xeon 6, RTX PRO 6000 Server GPUs, E3.S NVMe, and iLO 7 for enterprise deployment.

Eaton’s 9PX11KG2 UPS delivers 11 kW of clean, efficient power in a compact 4U design with advanced remote management.

Micron 9550 MAX review. Gen5 NVMe for mixed use with 3 DWPD, U.2 and E3.S options, steady latency, and strong DLIO and GDSIO results.

The Micron 7600 series spans both PRO (read-intensive, 1 DWPD) and MAX (mixed-use, 3 DWPD) endurance classes.