#nvme-enclosure

#nvme-enclosure

After Google released its TurboQuant compression algorithm, which can purportedly drastically reduce the amount of memory required for certain AI workflows, stock prices for memory manufacturers dropped significantly.

"For healthcare, government, and contact center environments, reducing risk at the endpoint is essential. By aligning IGEL's immutable endpoint OS and Adaptive Secure Desktop™ with Windows 365 and Microsoft Azure Virtual Desktop, these reference architectures give organizations clear guidance for delivering secured and resilient digital workspaces."

As businesses contend with ever-increasing data volumes and performance-intensive applications such as AI model training, AI inferencing and high-performance computing, they need infrastructure that delivers speed, scalability and efficiency without added complexity.

Power, rather than compute, is fast becoming the limiting factor in scaling AI data centers. That shift has prompted Peak XV Partners to back C2i Semiconductors, an Indian startup building plug-and-play, system-level power solutions designed to cut energy losses and improve the economics of large-scale AI infrastructure. C2i (which stands for control conversion and intelligence) has raised $15 million in a Series A round led by Peak XV Partners, with participation from Yali Deeptech and TDK Ventures, bringing the two-year-old startup's total funding to $19 million.

The market is filled with external storage solutions designed to free up space by offloading larger files. The prices mainly depend on the capacity and performance. Some start at just $50, while higher-capacity options often sit well over $200. If you want plenty of storage without compromising on the speeds, the Kingston XS2000 2TB high-performance SSD is one of the top options out there.

A looming shortage of electrical power is set to constrain datacenter expansion, potentially leaving many industry growth forecasts looking overly optimistic. In its latest report, " Five Predictions for 2026," Uptime Institute says that power will become the defining constraint on datacenter growth in 2026 and beyond. This is because it simply isn't possible to add extra grid and generating capacity at the same rate as new server farms are popping up, so something is going to have to give.

At that point, backpressure and load shedding are the only things that retain a system that can still operate. If you have ever been in a Starbucks overwhelmed by mobile orders, you know the feeling. The in-store experience breaks down. You no longer know how many orders are ahead of you. There is no clear line, no reliable wait estimate, and often no real cancellation path unless you escalate and make noise.

The new version combines lower costs with improved cybersecurity and offers up to 2 petabytes of storage in a 2U rack space. Companies are struggling with explosive data growth, increasing cyber threats, and limited budgets. Dell Technologies is responding to this with PowerStore 4.3, a platform that addresses storage challenges without compromising performance or security. The latest version brings innovations that double storage density and reduce energy costs.

When ChatGPT launched in late 2022, I watched something remarkable happen. Within two months, it hit 100 million users, a growth rate that sent shockwaves through Silicon Valley. Today, it has over 800 million weekly active users. That launch sparked an explosion in AI development that has fundamentally changed how we build and operate the infrastructure powering our digital world.

With this setup, the Samsung SSD achieved read speeds of roughly 4,000 MB/s and write speeds of about 1,300 MB/s. Those are great numbers. Accessing files felt instantaneous. It took no time at all to open the movie I stored inside the drive. The read speed also shows that the enclosure isn't restricting the drive. It's making full use of the Thunderbolt connection. Writing large files is equally impressive, letting users save big files fast.

Lenovo has announced a new series of enterprise servers and solutions specifically designed for AI inferencing workloads. These consist of three different ThinkSystem and ThinkEdge servers. "Enterprises today need AI that can turn massive amounts of data into insight the moment it's created," said Ashley Gorakhpurwalla, President of Lenovo Infrastructure Solutions Group. "With Lenovo's new inferencing-optimized infrastructure, we are giving customers that real-time advantage."

In the not-so-distant past, the solution for boosting the speed of an aging, sluggish PC was to add more RAM or upgrade the processor. Now, the way to sail over that speed bump is to get a new storage drive, and there's no better storage upgrade for performance than fitting your system with an M.2 drive. Also: What is MoCA 2.5? How this low-cost networking option can seriously improve your internet There is no shortage of excellent M.2 drives out there, but if you're looking for high-end performance and stability when the going gets tough, the is well worth a look.

AMD clarified those estimates are based on a comparison between an eight-GPU MI300X node and an MI500 rack system with an unspecified number of GPUs. The math works out to eight MI300Xs that are 1000x less powerful than X-number of MI500Xs. And since we know essentially nothing about the chip besides that it'll ship in 2027, pair TSMC's 2nm process tech with AMD's CDNA 6 compute architecture, and use HBM4e memory, we can't even begin to estimate what that 1000x claim actually means.

The Xeon 600 lineup spans the gamut between 12 and 86 performance cores (no cut-down efficiency cores here), with support for between four and eight channels of DDR5 and 80 to 128 lanes of PCIe 5.0 connectivity. Compared to its aging W-3500-series chips, Intel is claiming a 9 percent uplift in single threaded workloads and up to 61 percent higher performance in multithreaded jobs, thanks in no small part to an additional 22 processor cores this generation.

Vertiv has announced new configurations of its MegaMod HDX solution, a prefabricated power and liquid cooling infrastructure designed for environments with very high power densities. The solution is intended for applications such as artificial intelligence and high-performance computing and is available in North America and the EMEA region. According to Vertiv, the new variants respond to the rapidly growing demand for computing power and associated cooling capacity in data centers.