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Intel P5316 pile
Enterprise  ◇  Software

Windows Server 2025 Native NVMe: Storage Stack Overhaul and Benchmark Results

On December 15, 2025, Microsoft announced that Windows Server 2025 would finally adopt the NVMe standard natively in its storage architecture. However, NVMe storage has been a popular storage format on servers, enterprise workstations, and consumer PCs for many years, with OS compatibility built in since Windows Server 2012 R2 and Windows 8.1. With this

Consumer  ◇  Workstation

Acer Veriton GN100 Review: A Standout in the NVIDIA Spark Ecosystem

The Acer Veriton GN100 AI Mini Workstation is one of several Spark-based systems we are evaluating, all built around NVIDIA’s GB10 Grace Blackwell Superchip. Like the others, the GN100 is designed to bring datacenter-class AI compute into a compact desktop form factor, enabling developers and researchers to run and refine models locally rather than relying

Consumer  ◇  Workstation

Dell Pro Max with GB10 Review

When we first got our hands on the NVIDIA DGX Spark back in October, it was clear that NVIDIA was serious about shrinking datacenter-class AI down to something that could live on a desk. Our initial Founders Edition sample gave us an early look at what the Grace Blackwell-based GB10 platform could do in a

Consumer  ◇  Workstation

GIGABYTE AI TOP ATOM Review

With the initial release of NVIDIA’s DGX Spark platform, we’re now seeing different vendors package the GB10 Grace Blackwell foundation into their own compact desktop systems. While the core board and silicon remain standardized, differences emerge in chassis design, cooling behavior, storage configuration, and overall execution. In this review, we’re focusing on GIGABYTE’s implementation with

Consumer  ◇  Workstation

ASUS Ascent GX10 Review

The ASUS Ascent GX10 follows the same core build around the NVIDIA GB10 Superchip, pairing an Arm v9.2-A CPU complex with integrated Blackwell graphics and 128GB of unified LPDDR5x memory. NVIDIA rates the platform at up to 1 petaFLOP of FP4 AI compute, supporting model fine-tuning up to 200 billion parameters. CPU and GPU communication

Dell PowerEdge XE7740 Single Gaudi 3
Enterprise  ◇  Server

Dell PowerEdge XE7740: Inside the Architecture of Enterprise AI Inference

The AI infrastructure market is not moving in a single direction; it is separating into two distinct worlds. On one side are frontier training clusters, built to develop foundation models at a massive scale, tightly coupled to proprietary fabrics and a narrow set of accelerators. The other is the rapidly expanding reality of enterprise inference,

Data Protection  ◇  Enterprise

HPE Alletra Storage MP X10000 with the Data Protection Accelerator Node: Backup without the Bottleneck

HPE introduced the Alletra Storage MP X10000 platform in late November 2024 as the first disaggregated, all-flash, scale-out storage system designed to unify modern workloads under a single architecture. The design centers on a common hardware foundation managed entirely through the GreenLake (formerly HPE GreenLake) cloud platform, delivering high-performance object storage, flexible scaling, and integrated

Client SSD  ◇  Consumer

Micron 3610 Review: A Focused Entry Into Gen5 QLC

The Micron 3610 SSD targets the evolving needs of mainstream computing and is widely positioned as one of the first PCIe Gen5 client SSDs built on QLC NAND. By pairing Micron’s latest 9th-generation (G9) QLC with a DRAMless, power-conscious design, the 3610 aims to bridge the gap between notebook efficiency and the burst performance expected

Consumer  ◇  Workstation

Dell Pro Rugged 10 & 12 Review: Purpose-Built Tablets for Harsh Edge Environments

The Dell Pro Rugged 10 and 12 tablets are engineered for professionals in the most demanding environments, from construction sites to industrial floors, where standard hardware cannot withstand the rigors. Powered by the latest Intel Core Ultra “Lunar Lake” Series 2 processors, these tablets are among the first fully rugged slates to feature a built-in

Enterprise  ◇  Networking

Ubiquiti Pro XG 8 PoE & Pro XG 10 PoE Review: 10GbE RJ45 with High-Power PoE

Ubiquiti continues to expand its high-performance switching portfolio with the Pro XG lineup. It’s designed around 10GbE copper connectivity for environments that require higher access-layer bandwidth without moving directly to fiber or SFP+. The Pro XG series targets use cases such as next-generation WiFi access points, high-speed workstations, and direct-attached storage scenarios where multi-gig or