Enterprise AI infrastructure has shifted from optimizing training models to serving them, and that changes the economics. Training is a capital project with an endpoint. Inference is a production workload that runs as long as the service is live, with output measured in tokens. This is the tokenomics problem now facing AI operators: once the

Ubiquiti continues to expand into the enterprise wireless market with the introduction of the UniFi E7 and E7-Campus, two flagship WiFi 7 access points designed for high-density, high-performance deployments. Built around a 10-stream tri-band radio architecture, 10GbE connectivity, and the latest 802.11be standard, the E7 family marks a significant step forward from previous UniFi generations,

Most RMM (remote monitoring and management) platforms are very good at telling you something broke, but not much help with actually fixing it. Aipex, a clean-sheet, AI-first product from Tassient, is built to do both. Ask it in plain English why a machine crashed, and it will read the dump, name the kernel driver responsible,

The Kioxia CD9P-R is the read-intensive arm of the company’s new data center NVMe SSD generation, and the first CD-series drive built on BiCS FLASH generation 8 TLC. The series pairs Kioxia’s own controller and firmware with PCIe 5.0 and NVMe 2.0, with rated performance reaching 14,800 MB/s sequential read and 2.6 million random read

HPE has built a coordinated cyber resilience architecture around the Alletra Storage MP B10000. It extends the platform’s native security capabilities through an integrated stack that includes virtualization with Morpheus and VM Essentials, continuous data protection with Zerto, long-term backup retention with StoreOnce, and observability via vendor-agnostic security information and event management (SIEM) integration. Taken

Although Dell’s PowerEdge R4715 and R5715 are two separate products, they should be viewed as a configurable matrix. The matrix includes two chassis, four AMD EPYC 9005 Series CPU options, a wide range of storage configurations, and the full Dell management and support ecosystem. The combination is purpose-built for SMB organizations that need to match

Micron’s 6600 ION NVMe SSD has reached 245.76TB, pushing the company’s capacity-focused PCIe Gen5 QLC line into quarter-petabyte territory. Micron began shipping the 245TB model on May 5, 2026, and is positioning it as the highest-capacity commercially available SSD. The drive sits at the top of the 6600 ION family, uses Micron’s ninth-generation G9 QLC

Storage refreshes usually come in two flavors. There’s the quiet uplift, where a vendor rolls in a new CPU, claims a few percentage points of performance, and ships the same chassis with a different sticker. And then there’s the generational reset, where the chassis, drives, interconnect, cache architecture, and management plane all move at once.

Backup and recovery infrastructure has always been the part of the data center that gets the most attention when something goes wrong, but that pattern has shifted. Ransomware has made backup the last line of defense rather than an insurance policy, and the operational expectations have shifted accordingly. Recovery times that were acceptable five years