low latency Archives

Winsage

October 6, 2026

Windows 11 26H2 Update Lowers RAM Consumption

Microsoft's Windows 11 26H2 update has introduced optimizations that reduce RAM consumption during idle periods and improve RAM management during active use. Users have reported a decrease in idle RAM usage by approximately 2 to 3 GB, with testing showing a drop from 10 GB to 7 GB on a laptop with 16 GB of RAM. The update also includes the Low Latency Profile feature, which boosts CPU performance for 1 to 3 seconds, resulting in faster application launch times—up to 40% faster for Microsoft applications like Edge and Outlook, and up to 70% for elements like the Start Menu and context menus.

Winsage

October 6, 2026

Windows 11 update reduces RAM usage

Microsoft's Windows 11 26H2 update has led to a significant decrease in RAM usage, with users reporting reductions of up to 3GB on devices with 16GB of memory. The update includes performance enhancements such as improved RAM management through a feature called Low Latency Profile, which optimizes CPU task completion and allows for smoother operation of applications. Microsoft has not formally acknowledged the RAM reduction linked to this update.

Winsage

October 6, 2026

Windows 11 26H2 Delivers 40% Faster Apps for 16 GB Systems; 8 GB Machines Left Behind

Windows 11 version 26H2 was released on September 29, 2026, featuring performance enhancements for users with 16 GB or more of RAM, including a reduction in idle memory consumption by 2–3 GB and a 40% acceleration in application and system interface launches. The update package is 174 kilobytes and activates previously dormant features, resetting the support lifecycle for Windows 11 Home and Pro until October 2028. The Low Latency Profile is a key feature that boosts CPU clock speed temporarily during application launches, resulting in faster interactions, with independent tests showing a 70% improvement in opening the Start menu. Users with 16 GB or more of RAM have reported idle RAM dropping from over 10 GB to around 7 GB after the update. However, users with 8 GB of RAM have experienced minimal improvements and high idle memory utilization. Microsoft is committed to optimizing Windows for 8 GB machines, but early reports suggest limited gains from 26H2.

Winsage

September 17, 2026

Microsoft Confirms Windows 11 Speed Fixes Are Coming to All Users

Windows 11 users have experienced delays in File Explorer and the Start menu since the operating system's launch in 2021. Recent reports from Windows Insiders indicate significant improvements in system responsiveness, confirmed by Marcus Ash from Microsoft, who stated that these enhancements will be rolled out to all users by fall 2026. Recent cumulative updates have addressed issues like File Explorer lag and Start menu stuttering, with specific updates (KB5120998, KB5095093, and KB5089573) improving responsiveness and reducing micro-stutters. Enhancements to the taskbar, Start menu, and context menus are also being developed, including taskbar repositioning and streamlined context menus. Users on the 25H2 version can expect these improvements through cumulative updates before the 26H2 update this fall. Keeping Windows Update active will ensure access to these enhancements.

Tech Optimizer

September 11, 2026

Improving Lakebase Postgres compute cache

Lakebase Postgres employs a disaggregated storage model that enhances data management through efficient caching, utilizing an object store like S3 for backups. The caching operates on two layers: within distributed storage for optimizing write and read performance, and on the Postgres compute side for ultra-fast access to frequently accessed pages. Traditional Postgres caching involves shared buffers and the OS page cache, which leads to double buffering and inefficiencies. Lakebase Postgres addresses these issues by implementing a local file cache (LFC) and larger shared buffers, allowing for more effective memory utilization without the drawbacks of the OS page cache. The shared buffers are set to a maximum of 1 GB, while the LFC can utilize up to 75% of DRAM. The introduction of huge pages reduces memory management overhead and improves performance, resulting in significant throughput increases and reduced latency in production environments. Recent enhancements have shown up to 2× throughput improvements and substantial reductions in CPU usage. The focus is now on extending these benefits to autoscaling Postgres computes, with plans to implement dynamic shared buffers and autoscaling huge pages.

Winsage

September 10, 2026

Majority of TPU Users Don’t See Microsoft’s Promised Windows 11 Improvements

Microsoft committed to overhauling Windows 11 to improve performance and stability. A poll with nearly 33,000 responses showed that 43.4% of users noticed no improvements, while 38.1% reported a worsened experience. Issues included bugs from updates, such as the August update resetting custom cursors and gameplay problems linked to RGB peripherals. Only 12.6% of participants reported minor improvements, and 6.3% experienced significant enhancements. Windows 11 runs on about half a billion PCs, leading to varied user experiences. At IFA 2026, Microsoft emphasized its commitment to user feedback and announced plans to improve performance through the Low Latency Profile, but the effectiveness of these changes remains uncertain.

Winsage

September 9, 2026

Windows 11 Will Get Faster Boot Times and More Optimizations for 8 GB RAM Systems

During the IFA 2026 event in Berlin, Microsoft emphasized its commitment to improving Windows 11 by focusing on user feedback, particularly regarding boot times, Windows Hello efficiency, and optimizations for systems with 8 GB of RAM. Mark Linton, Corporate Vice President of Windows & Devices, noted that enhancements are planned for upcoming builds. Microsoft is introducing the Low Latency Profile, which temporarily boosts CPU performance for 1-3 seconds to improve application launch times, resulting in up to 40% faster launches for applications like Edge and Outlook. Additionally, Microsoft aims to ensure Windows 11 runs effectively on entry-level devices, responding to competition from Apple's MacBook Neo.

Winsage

September 7, 2026

‘We’ve made significant gains on things like boot time’: Microsoft promises a free speed boost is coming to Windows 11 soon

Microsoft is working to improve the performance of Windows 11, specifically focusing on boot times and overall responsiveness. At IFA 2026, Mark Linton, Vice President of Windows & Devices, announced that significant gains have been made in startup speeds and Windows Hello responsiveness. Although these enhancements are still in development and not yet publicly tested, they are expected to allow users to reach the lock screen almost instantaneously. Microsoft aims to ensure that Windows 11 runs smoothly on devices with 8GB of RAM, emphasizing ongoing improvements to performance fundamentals.

AppWizard

September 6, 2026

Pterodactyl Multi-Game Cloud Server: 13 Steps [2026]

In 2026, hosting game servers has become more efficient, allowing multiple game servers to run on a single cloud VPS using Pterodactyl Panel, which utilizes Docker containers for isolation. Pterodactyl is a free, open-source game server management panel that gained popularity due to its user-friendly interface and robust architecture. The latest stable release, v1.12.0, was launched in January 2026, with newer deployment templates available as of August 2026. To set up Pterodactyl, prerequisites include a cloud VPS with specific CPU and RAM requirements, Ubuntu 24.04 LTS, PHP 8.3, MariaDB 11.8.8 or newer, Redis 8.10.0 or newer, Docker Engine, a registered domain for SSL, SteamCMD dependencies, and at least 80 GB SSD storage. The installation process involves provisioning the VPS, installing necessary software, configuring Pterodactyl, setting up Nginx with SSL, and deploying game servers. Common pitfalls include under-provisioning RAM for resource-intensive games, neglecting firewall settings, and allowing backup retention to grow uncontrollably. Troubleshooting may involve addressing PHP-FPM issues, connection problems, and ensuring proper resource allocation. Advanced scaling may require multiple VPS nodes, and security measures like two-factor authentication can help protect the server. Pterodactyl is free to use commercially and can run multiple game containers on a single node.

Winsage

August 28, 2026

Windows 26H2 Is Nearly Here: 7 Features Worth Knowing About

Microsoft has released Windows version 26H2 on the Release Preview Channel, with a public launch expected later this year. Key features include: 1. Taskbar Customisation: Users can reposition the taskbar and adjust its size. 2. Local-only Search: A feature that allows searching only local files without web results. 3. Ask Copilot Integration: An optional AI feature for accessing settings and launching applications from the taskbar. 4. Start Menu Redesign: Customization options for hiding user information and a streamlined layout. 5. Low Latency Profile: Improved performance for quicker app launches and responsiveness. 6. Pause Windows Updates for Longer: Users can pause updates for up to 35 days, with smarter update bundling. 7. Modern Run: A redesigned run window with a larger input field and dark mode option.