Union QtWidgets Initial Release Highlights Phoronix’s Ongoing Influence on Linux Hardware Tooling

By the end of this article, readers will understand the context of the Union QtWidgets initial release, why the involvement of Phoronix’s principal author matters for KDE Plasma development, and how the broader ecosystem of benchmarking tools may affect system administration and developer workflows.

Background on the Principal Author and Phoronix Ecosystem

Michael Larabel founded Phoronix.com in 2004 with the explicit goal of enriching the Linux hardware experience. Over more than two decades, he has authored more than 20,000 articles covering Linux hardware support, performance analysis, graphics drivers, and related topics. In addition to his editorial work, Larabel leads development of the Phoronix Test Suite, Phoromatic, and OpenBenchmarking.org—automated benchmarking platforms that have become reference points for hardware evaluation across the Linux community.

The longevity of Phoronix, combined with its extensive coverage of hardware trends, positions its principal author as a notable influencer in the open‑source graphics and desktop environment space. This influence extends to the KDE community, where new widget sets and UI components often intersect with performance considerations that Phoronix routinely documents.

Union QtWidgets: What the Initial Release Represents

The announcement of Union QtWidgets marks the first public availability of a widget collection intended to advance KDE Plasma’s “Union” concept. While the source material does not detail the technical specifications of the widget set, the involvement of a figure closely associated with hardware benchmarking implies a focus on measurable UI performance and integration with existing Qt‑based tooling.

From a technical perspective, the release signals a coordinated effort to align KDE’s visual components with the performance metrics that Phoronix’s benchmarking suite routinely captures. Administrators and developers can anticipate that future iterations of Union QtWidgets will be evaluated against the same criteria used for driver and kernel performance, fostering a more data‑driven approach to UI refinement.

Implications for System Administrators

System administrators responsible for maintaining KDE‑based workstations or kiosks will benefit from the visibility that a Phoronix‑aligned widget set provides. The integration of Union QtWidgets into the Plasma environment offers a concrete target for performance monitoring, allowing admins to benchmark UI responsiveness alongside traditional system metrics. This dual‑layer benchmarking approach can help identify regressions that stem from either graphical driver updates or widget code changes.

Furthermore, the existence of a dedicated widget suite encourages a more modular deployment strategy. Administrators can selectively enable or disable specific Union widgets, observing the impact on system load and user experience without altering the core Plasma stack. Such granularity aligns with best practices for minimizing the attack surface and resource consumption on production desktops.

Developer Considerations

For developers contributing to KDE Plasma, the Union QtWidgets release establishes a reference implementation that can be used as a baseline for future UI experiments. The fact that the release is tied to a figure known for rigorous benchmarking suggests that developers will have access to quantitative feedback early in the development cycle. This feedback loop can accelerate optimization efforts, particularly for resource‑constrained environments such as embedded devices or low‑power laptops.

Developers can also leverage the Phoronix Test Suite to create custom test profiles that include Union widget rendering times, input latency, and compositing overhead. By embedding these profiles into continuous integration pipelines, teams can ensure that UI changes do not inadvertently degrade performance, preserving the user experience that KDE aims to deliver.

Phoronix Premium and Community Support Mechanisms

Phoronix offers a premium subscription that provides ad‑free access, consolidated multi‑page articles, and additional features supporting the site’s operations. While not directly related to the Union QtWidgets release, the premium model underscores the financial sustainability of the platform that disseminates critical hardware and performance information. Continued support for Phoronix ensures that detailed analyses of new UI components, such as Union widgets, will remain publicly available.

The site also accepts tips and donations via PayPal or Stripe, reinforcing a community‑driven funding model. For administrators and developers who rely on Phoronix’s benchmarking data to make informed decisions, contributing to the platform can be viewed as an investment in the reliability and depth of future technical reporting.

Practical Takeaways for Power Users

Power users who customize their KDE Plasma desktops can experiment with Union QtWidgets to assess visual and performance differences compared to the default widget set. By observing the impact through Phoronix’s publicly available benchmarks, users can make data‑backed choices about which widgets to adopt for daily workflows.

The release also encourages a culture of transparency: as new widgets are introduced, their performance characteristics will likely be documented alongside traditional hardware benchmarks. This transparency empowers users to balance aesthetic preferences with system efficiency, a trade‑off that is increasingly relevant on modern, heterogeneous hardware platforms.

Source: phoronix.com

Linux at 35 Years: Technical Legacy and Operational Impact

By the end of this article the reader will understand the historical milestones that shaped Linux, the technical distinctions that emerged from its early design choices, and how those factors influence day‑to‑day decisions for administrators, developers, and power users.

From a Student Project to a Global Runtime

On 5 October 1991 Linus Torvalds announced a new operating system on the comp.os.minix newsgroup. The message described a hobbyist effort targeting 386/486 AT‑compatible hardware, explicitly stating that the code would be free of Minix components and would rely on 386‑specific task‑switching mechanisms. At the time, Torvalds highlighted the practical state of the work: bash 1.08 and gcc 1.40 had already been ported, indicating a usable user‑space toolchain within a few months of the announcement.

The original intent was modest—“just a hobby, won’t be big and professional like GNU”—yet the project quickly outgrew those expectations. Over three and a half decades Linux evolved from a single‑developer kernel into the de‑facto runtime for a spectrum of devices ranging from household appliances to large‑scale cloud providers such as Amazon. The breadth of deployment underscores how the early design decisions around modularity, source‑code availability, and hardware abstraction have endured.

Technical Divergence from Minix

Minix, the teaching operating system created by Andrew Tanenbaum, served as the conceptual springboard for Torvalds. However, the two kernels diverged sharply in architecture. Minix adhered to a microkernel philosophy, isolating services in user space, whereas Linux adopted a monolithic kernel model with a single address space for core services. Torvalds’ early statements emphasized a “multi‑threaded file system” and a layout mirroring Minix for practical reasons, but he also noted the lack of portability beyond AT‑hard‑disk hardware.

The monolithic approach facilitated rapid integration of device drivers and filesystems, enabling Linux to support a wider range of hardware without the inter‑process communication overhead inherent in microkernel designs. This architectural choice proved decisive as the PC market diversified, allowing Linux to incorporate drivers for emerging peripherals and, later, for complex subsystems such as networking stacks and virtualization layers.

From an administrative perspective, the monolithic kernel simplifies kernel module management. Administrators can load or unload drivers at runtime using standard tools, reducing the need for full system reboots when adding hardware support. The trade‑off is a larger kernel binary, but modern storage capacities render this impact negligible compared to the operational flexibility gained.

Impact on System Administration Practices

The early decision to target 386‑class CPUs and AT‑hard‑disk interfaces set a precedent for backward compatibility. Linux continues to retain support for legacy hardware through configurable kernel options, a practice that eases migration paths for organizations with heterogeneous equipment. Administrators can enable or disable specific subsystems at compile time, tailoring the kernel to the exact needs of an environment—an approach that originated from the project’s “practical within a few months” mindset.

Furthermore, the inclusion of a full GNU toolchain (bash, gcc) from the outset established a development environment that aligns closely with the kernel source. This tight coupling means that developers can compile kernel modules and user‑space applications with the same compiler version, reducing ABI incompatibilities. For power users, the ability to build custom kernels or patches without relying on external toolchains remains a core capability, directly traceable to the project's initial emphasis on a self‑contained development stack.

Community Evolution and the “Year of the Desktop” Narrative

Since the late 1990s, the Linux community has repeatedly proclaimed the “year of the Linux desktop.” While the desktop market share has not yet matched that of mobile or server segments, each iteration of the kernel and accompanying user‑space components has narrowed the gap. The recurring optimism reflects a technical trajectory: improvements in graphics drivers, power management, and desktop environment stability have incrementally addressed the shortcomings that historically limited desktop adoption.

For system administrators, the gradual maturation of desktop support translates into more predictable deployment models. Modern distribution installers now provide automated hardware detection, unified package management, and secure boot integration—features that were absent in the early 1990s releases. Administrators can therefore provision workstations with a level of confidence comparable to that of server deployments, leveraging the same configuration management tools across both domains.

Future Outlook Toward the Next Milestone

Looking ahead to the 40‑year mark, the technical foundation laid by Torvalds continues to influence strategic decisions. The kernel’s open development model, combined with its modular architecture, positions Linux to adopt emerging technologies such as heterogeneous computing, secure enclaves, and advanced containerization without fundamental redesign. Administrators can anticipate incremental feature additions rather than disruptive overhauls, preserving operational continuity.

The ongoing dialogue between the Linux community and other open‑source projects, exemplified by the recent emergence of a Minix variant under a BSD‑style license, highlights a broader ecosystem trend: collaborative licensing and shared code bases enable cross‑project innovation while maintaining distinct kernel philosophies. For developers, this environment offers opportunities to contribute to multiple stacks without reconciling incompatible licensing terms, fostering a more fluid skill set across Unix‑like operating systems.

Practical Takeaways for Today's Operators

The historical narrative of Linux’s inception provides concrete guidance for contemporary operators:

  • Leverage Kernel Modularity: Use loadable modules to adapt to hardware changes without full system reboots, preserving uptime in dynamic environments.
  • Maintain Consistent Toolchains: Align compiler versions between kernel and user‑space builds to avoid ABI mismatches, a practice rooted in the original inclusion of gcc.
  • Capitalize on Backward Compatibility: When integrating legacy systems, enable relevant kernel options rather than replacing hardware, reflecting the project’s original AT‑hard‑disk focus.
  • Adopt Unified Management: Apply the same configuration management frameworks to both server and desktop nodes, benefiting from the convergence of deployment tooling.
  • Monitor Ecosystem Shifts: Stay aware of licensing developments and cross‑project collaborations, as they can introduce new drivers or subsystems without altering core kernel semantics.

By understanding the technical lineage—from a single‑student’s hobby to a ubiquitous runtime—administrators and developers can make informed decisions that respect the kernel’s design heritage while exploiting its modern capabilities. The next decade will likely see Linux solidify its presence across all compute tiers, a trajectory that began with a modest announcement on a newsgroup and continues to shape operational practice today.

Source: linux-magazine.com

USB Bridge Turns Smartphone into BIOS‑Level KVM and SSH Endpoint

By the end of this article readers will understand how the Openterface KeyMod USB bridge enables a smartphone to act as a keyboard, mouse, and network interface for a headless system, and how that capability can be integrated into typical Linux administration workflows.

Device Overview and Core Functionality

The Openterface KeyMod is a compact USB dongle priced at $24 and offered through a crowdfunding campaign. Its primary distinction is the simultaneous presentation of two USB functions to the host machine: a standard Human Interface Device (HID) composite offering keyboard and mouse input, and a USB network bridge that implements the CDC‑ECM (Ethernet Control Model) class. When the dongle is inserted into a target computer, the operating system—or even the firmware—recognises it as both an input device and a network adapter.

The network side creates a private Ethernet link between the host and the attached smartphone. The host receives the static address 192.168.11.2, while the phone is assigned 192.168.11.1. Because the link relies on a fixed IP configuration, there is no need for DHCP negotiation, Wi‑Fi connectivity, or driver installation on the host. This design mirrors traditional USB‑ethernet adapters but is purpose‑built for low‑level access.

The HID component operates independently of any operating system, allowing the device to inject keystrokes and mouse movements during BIOS initialization, bootloader menus, or recovery environments. Consequently, administrators can interact with a system that lacks a functional OS or is otherwise inaccessible through conventional remote‑console methods.

Interaction Model from the Smartphone

Control of the KeyMod dongle is mediated by the KeyCmd application, distributed as an Android APK. The app provides several functional layers:

  • KM Basic supplies a wireless keyboard, touchpad, and numeric keypad, mapping directly to the HID interface.
  • KM Pro adds a Shortcut Hub and a “Compose & Send” feature that lets users draft complex commands or keys on the phone, review them, and then emit them as genuine keystrokes on the host.
  • Macros enable scripted sequences of keystrokes, useful for repetitive tasks or automated recovery procedures.
  • Presentation mode tailors the input layout for slide‑show applications such as Keynote and Google Slides.
  • Gamepad mode repurposes the device for emulator control, demonstrating the flexibility of the HID mapping.
  • Shortcut Hub profiles offer pre‑configured key bindings for specific software suites, including Blender and Visual Studio Code.

The app’s APK distribution means it is not listed on the Google Play Store, and an iOS version is still pending. This limitation confines the current user base to Android devices, though the underlying USB protocol is platform‑agnostic.

Technical Implications for System Administration

From a sysadmin perspective, the KeyMod introduces a novel avenue for out‑of‑band management of headless or otherwise unreachable machines. Traditional KVM‑over‑IP solutions rely on dedicated hardware that captures video, transmits video streams, and injects keyboard and mouse events over a network. The KeyMod omits the video component, reducing cost and complexity, while still delivering BIOS‑level input capability.

The built‑in USB Ethernet link provides a secure, point‑to‑point channel that can be used for SSH sessions without exposing the host to external networks. Since the link is established at the hardware level, it bypasses typical network stack configurations and is immune to software‑level network failures on the host. Administrators can thus gain shell access even when the host’s primary network interfaces are misconfigured or disabled.

Because the HID interface functions prior to OS boot, the device can be employed for firmware updates, BIOS configuration changes, or bootloader parameter adjustments. This capability is particularly valuable for remote sites where physical access is limited; a technician can carry a smartphone and the KeyMod dongle to perform low‑level interventions without a full‑size laptop.

The static IP arrangement simplifies scripting. An admin can pre‑define SSH commands that target 192.168.11.2, knowing the address will not change across reboots. This predictability eliminates the need for dynamic discovery protocols in constrained environments.

Operational Considerations and Limitations

While the device eliminates the need for driver installation on most platforms, compatibility with certain operating systems may still depend on native support for CDC‑ECM devices. Linux kernels have long included this driver, ensuring out‑of‑the‑box functionality on most distributions. However, older Windows versions may require additional configuration to recognize the network interface.

The reliance on a smartphone for control introduces a dependency on the mobile OS’s stability and the KeyCmd application’s reliability. Since the app is not distributed through an official store, users must manage updates manually, and the lack of an iOS version restricts cross‑platform adoption.

Security posture is another factor. The private Ethernet link is isolated from external networks, but the SSH session still requires proper authentication. Administrators should configure key‑based SSH authentication on the host and ensure that the private key resides securely on the smartphone. Because the device presents as a standard HID, any compromised phone could theoretically inject malicious keystrokes, so physical security of the phone remains essential.

Impact on Existing Toolchains and Workflows

For teams that already employ USB‑based KVM solutions, the KeyMod offers a lightweight alternative when video output is unnecessary. Its integration with existing SSH workflows means that scripts and automation pipelines can remain unchanged, merely targeting the static IP address assigned to the dongle.

Developers working on embedded Linux platforms, such as Raspberry Pi deployments, can use the KeyMod to interact with devices that lack HDMI or serial console access. The ability to send keystrokes during early boot stages also facilitates automated testing of bootloader configurations without additional hardware.

Power users who require rapid switching between input modes—keyboard, mouse, gamepad—can benefit from the Shortcut Hub profiles and Macro functionality. By defining custom key sequences, repetitive administrative tasks can be condensed into a single button press on the phone, reducing the potential for manual entry errors.

Future Outlook

The KeyMod’s design demonstrates a trend toward consolidating multiple USB functions into a single, low‑cost peripheral that leverages the ubiquity of smartphones. As mobile operating systems continue to mature, the gap between desktop and mobile management capabilities narrows, opening possibilities for more sophisticated remote‑console solutions that remain hardware‑minimal.

Source: feed.itsfoss.com

Multi‑Kernel Linux 7.0‑mk2 Expands Phoronix’s Benchmarking Platform

By the end of this article readers will understand the significance of the Linux 7.0‑mk2 release for the Multi‑Kernel Linux project, how it integrates with Phoronix’s testing ecosystem, and what practical implications it has for system administrators and developers who rely on reproducible performance data.

What Linux 7.0‑mk2 Introduces

The latest iteration of the Multi‑Kernel Linux effort, designated 7.0‑mk2, arrives as a continuation of the project’s goal to provide a flexible testing environment that can evaluate multiple kernel versions side‑by‑side. The release builds on the existing framework that allows users to compile, boot, and benchmark distinct kernels without manual reconfiguration of the host system. By packaging the necessary scripts and utilities into a cohesive release, the project reduces the friction traditionally associated with kernel‑swap testing.

Technical Relevance for Performance Testing

From a technical perspective, the 7.0‑mk2 update aligns directly with the Phoronix Test Suite (PTS) and its associated services—Phoromatic and OpenBenchmarking.org. Because Michael Larabel, the founder of Phoronix and lead developer of these tools, is also the principal author of the Multi‑Kernel Linux project, the integration is tightly coupled. The release ensures that PTS can automatically select and execute tests across the full range of kernels supplied by the Multi‑Kernel package. This capability eliminates the need for custom scripting to manage kernel boot parameters, thereby improving the repeatability of performance experiments.

Impact on Benchmark Consistency

Consistency is a core concern for any benchmarking effort. By standardizing the process of loading multiple kernels, Linux 7.0‑mk2 helps mitigate variables such as differing bootloader configurations or residual kernel state. When a benchmark suite runs against each kernel in isolation, the resulting data set reflects true performance differences rather than artifacts of the testing environment. Administrators who publish results to OpenBenchmarking.org can now rely on a more uniform baseline, which in turn enhances the credibility of community‑submitted scores.

Workflow Changes for Sysadmins and Developers

System administrators responsible for maintaining test labs will notice a streamlined workflow. Previously, adding a new kernel to a test matrix required manual updates to bootloader entries, verification of kernel signatures, and careful cleanup of previous kernels to avoid conflicts. With the 7.0‑mk2 package, these steps are encapsulated within the provided scripts, allowing admins to focus on selecting appropriate test profiles rather than managing low‑level boot configurations.

Developers targeting performance‑critical workloads can now iterate more rapidly. By invoking the Phoronix Test Suite against a predefined set of kernels, they receive immediate feedback on how code changes affect metrics such as compile time, memory bandwidth, or graphics rendering. The ability to compare results across kernel releases without manual intervention accelerates the identification of regressions introduced by upstream kernel updates.

Practical Considerations for Deployment

While the 7.0‑mk2 release simplifies kernel management, administrators must still allocate sufficient storage for the multiple kernel images and associated initramfs files. The package does not alter the underlying filesystem layout; it merely adds additional entries that the bootloader can reference. It is advisable to verify that the bootloader configuration (GRUB, systemd‑boot, etc.) is set to recognize the new entries, although the provided scripts typically handle this automatically.

Another operational detail concerns the interaction with Phoromatic, Phoronix’s automated testing service. When configuring a Phoromatic node, the node’s profile should be updated to include the new kernel set. This ensures that scheduled test runs pull the correct kernel versions from the Multi‑Kernel repository. Failure to update the profile could result in tests executing against an outdated kernel, skewing comparative data.

Future Outlook

The release of Linux 7.0‑mk2 underscores a broader trend toward tighter integration between kernel development and performance measurement tools. As the Phoronix ecosystem continues to evolve, the expectation is that subsequent Multi‑Kernel releases will further automate the provisioning of kernel variants, potentially incorporating container‑based isolation to reduce host impact. For administrators and developers, staying aligned with these releases will be essential to maintain accurate, reproducible performance baselines across the Linux landscape.

Source: phoronix.com

Solid‑State Transformers: How Data Center Growth Is Accelerating Grid Modernization

By the end of this article the reader will understand how the surge in data‑center electricity consumption is driving the deployment of solid‑state transformer (SST) technology, what technical advantages SSTs bring over legacy iron‑core units, and which operational considerations this shift introduces for system administrators and infrastructure engineers.

Why Data Centers Are Catalyzing a Transformer Upgrade

The rapid expansion of artificial‑intelligence workloads has turned data centers into the single largest source of new electricity demand in the United States. Existing distribution networks, originally sized for a much lower baseline load, are now experiencing peak‑demand spikes that approach or exceed the capacity of aging transformer fleets. Because conventional transformers are custom‑built, hand‑wound devices with design roots in the 1880s, manufacturers cannot scale production to meet the accelerated replacement schedule required by utilities.

Utility planners typically face lead times of several years from order to field deployment. This latency hampers two critical initiatives: expanding grid capacity to accommodate new loads and retiring transformers that have exceeded their design life. The resulting bottleneck creates a feedback loop—greater demand for power drives longer wait times for new equipment, which in turn delays grid reinforcement.

Solid‑State Transformers: Technical Distinctions

Solid‑state transformers replace the traditional copper‑wound, steel‑core assembly with power‑electronics modules that perform voltage conversion through high‑frequency switching. The core differences can be grouped into three categories:

1. Architecture and Manufacturing

Where legacy units require manual winding of massive copper coils, SSTs are assembled from standardized semiconductor components housed in modular enclosures. This shift enables volume production, reduces reliance on skilled labor, and shortens the supply chain. The modular nature also allows a single SST chassis to be reconfigured for different voltage ratings without redesigning the magnetic core.

2. Efficiency and Control

High‑frequency operation reduces core losses dramatically compared with the 50‑60 Hz operation of iron‑core designs. Moreover, SSTs embed digital control loops that can respond to load changes in milliseconds, providing precise voltage regulation and reactive‑power support. This capability is especially valuable for data‑center environments where load profiles can shift rapidly as workloads are migrated across servers.

3. Grid Interaction

Because SSTs are essentially power‑electronic converters, they can be integrated with communication protocols for real‑time grid monitoring. Utilities can therefore use SSTs as active assets, dispatching them to balance voltage, mitigate harmonics, or support islanded operation during outages. The technology also opens pathways for ancillary services such as demand‑response participation directly from the transformer level.

Implications for System Administrators and Infrastructure Teams

The transition to SSTs does not merely affect utility engineers; it reshapes the operational landscape for data‑center operators and the broader IT ecosystem. Several concrete changes emerge:

Power‑Infrastructure Planning

With SSTs delivering higher efficiency and faster response, power‑distribution designs can be more compact. Administrators responsible for rack‑level power budgeting can now factor in lower transformer losses, which translates to reduced cooling requirements. The modular enclosure format, often housed in standard shipping containers, simplifies site logistics and permits staged deployment as capacity needs evolve.

Monitoring and Telemetry Integration

SSTs expose digital interfaces that report voltage, current, temperature, and fault conditions in real time. Integrating these data streams into existing data‑center infrastructure‑management (DCIM) platforms allows operators to correlate power quality metrics with server performance. Automated alerts can be configured to trigger load‑balancing scripts or to initiate graceful shutdown procedures before a transformer reaches a critical threshold.

Resilience and Redundancy Strategies

The rapid fault detection and isolation capabilities of SSTs enable more granular redundancy schemes. Instead of relying on traditional N+1 transformer redundancy, administrators can design N+0 configurations where the SST’s internal fault‑tolerance mechanisms handle transient disturbances without service interruption. This approach reduces capital expenditure on duplicate hardware while maintaining high availability.

Security Considerations

Digital control surfaces introduce a new attack vector. While the article does not detail specific security mechanisms, best practice dictates that SST management interfaces be placed on isolated networks, authenticated with SSH keys, and monitored for anomalous command sequences. Administrators must treat the transformer control plane with the same rigor applied to other critical infrastructure components.

Future Compatibility with Emerging Loads

Beyond data‑center loads, SSTs are positioned to support electric‑vehicle (EV) charging stations and eventually residential distribution. The same high‑frequency conversion technology can accommodate bidirectional power flow, a prerequisite for vehicle‑to‑grid (V2G) applications. Infrastructure teams that adopt SSTs now will find their power architecture already aligned with forthcoming smart‑grid initiatives.

Operational Shifts and Deployment Practices

The field testing of a 1 MW solid‑state transformer system by North Carolina State University on a live distribution feeder illustrates a practical deployment model. The system resides within a shipping container that co‑locates the SST enclosure with a charger module and a breaker box. This packaging approach reduces on‑site construction time and allows utilities to retrofit existing substations with minimal civil work.

From an admin perspective, the containerized form factor simplifies power‑cabling and grounding plans. It also enables rapid relocation or scaling: additional containers can be added to increase capacity, and the entire unit can be serviced without interrupting the surrounding grid. The modular design aligns with the DevOps principle of treating infrastructure as replaceable components rather than monolithic assets.

What This Means for the Broader Ecosystem

The convergence of data‑center demand and solid‑state transformer development signals a broader shift toward digitized, software‑controlled power infrastructure. As utilities adopt SSTs, the line between electrical engineering and IT operations blurs, creating new roles that blend power‑system expertise with system‑administration skills. Administrators who develop competence in interpreting transformer telemetry, scripting automated responses, and securing control interfaces will become integral to the reliability of next‑generation grids.

In summary, the data‑center boom is not only a driver of higher electricity consumption but also a catalyst for modernizing the very hardware that delivers that power. Solid‑state transformers offer efficiency, modularity, and active grid participation that directly address the bottlenecks of legacy transformer supply chains. For system administrators, the adoption of SSTs translates into more granular power monitoring, streamlined infrastructure layouts, and a need to incorporate power‑system security into existing operational practices. The ongoing field deployments demonstrate that these devices are moving from prototype to production, setting the stage for a power‑grid architecture that can keep pace with the accelerating digital workload landscape.

Source: arstechnica.com

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