resource usage Archives

Winsage

March 25, 2026

Tested: Windows 11 now has a second taskbar, and it works surprisingly well

In 2026, Microsoft released PowerToys version 0.98, which includes the new Command Palette Dock feature. This Dock can be pinned to any edge of the screen and displays information such as CPU and memory usage while providing quick access to frequently used commands. Users can enable the Dock through the PowerToys interface without needing to restart their system. The Dock offers customization options, including repositioning, themes, and backgrounds. It integrates live system statistics, a clock, and allows users to pin commands and applications for a tailored workflow. The Command Palette Dock is designed to complement, not replace, the Windows 11 taskbar. Other enhancements in this update include a new Keyboard Manager, performance upgrades for the Command Palette, and improvements to CursorWrap and ZoomIt.

Winsage

March 24, 2026

Linux or Windows? How Having Many Operating System Choices Makes Switching Easier on Dedicated Hosting

The choice between Linux and Windows operating systems can significantly impact business operations, influenced by factors such as cost, performance, management, security, and best use cases. Linux is free to use and has lower long-term costs due to its open-source nature, while Windows incurs licensing fees. Linux efficiently utilizes system resources, whereas Windows may consume more resources but can enhance functionality for businesses reliant on Microsoft tools. Linux offers extensive control through command-line interfaces, while Windows provides a user-friendly graphical interface. Security in Linux is supported by a robust permissions system and rapid updates, while Windows offers built-in security measures and centralized updates. Linux is preferred for web hosting and development, particularly with PHP and MySQL, while Windows is favored in enterprise settings using .NET and MSSQL. A multi-cloud strategy is increasingly adopted, with 89% of enterprises planning to implement it by 2025. In 2025, Linux holds 44.25% of the server OS market share, while Windows has a compound annual growth rate of 9.62%. When choosing an operating system, organizations should consider current requirements, future needs, and the ease of switching without significant downtime or complications.

Winsage

March 21, 2026

Microsoft announces major Windows 11 updates designed to fix biggest flaws

Microsoft has announced plans to enhance Windows 11, focusing on user feedback from the past two years. Key improvements will include better system performance, app responsiveness, and user interface adjustments. Users can expect enhancements in tools like File Explorer and the Windows Subsystem for Linux, with a goal of a more responsive and less resource-intensive operating system by year-end. The Taskbar will be repositionable, allowing customization, and the Windows UI framework, WinUI, will be expanded across more system areas. Windows Update will offer users greater control over updates, including the ability to pause them indefinitely. Microsoft aims to improve reliability by strengthening the Windows Insider Program, increasing OS and driver reliability, and enhancing Windows Hello biometric authentication. The focus areas for improvements are Performance, Reliability, and Craft, with specific goals outlined for each category, such as reducing resource usage, enhancing memory efficiency, and improving the search experience.

Winsage

March 20, 2026

Our commitment to Windows quality

- Enhanced Taskbar Customization: Users will be able to reposition the taskbar to the top or sides of the screen. - Intentional AI Integration: Copilot will be integrated thoughtfully across Windows, starting with apps like Snipping Tool, Photos, Widgets, and Notepad. - Streamlined Windows Updates: Users will have more control over updates, including options to skip updates during setup, restart without installing updates, and pause updates. - Improved File Explorer: Enhancements will lead to quicker launches, smoother navigation, and more reliable performance. - Widget Control and Personalization: Widgets will have quieter defaults and improved personalization options. - Simplified Windows Insider Program: The program will be made more accessible with clearer channel definitions and enhanced engagement opportunities. - Revamped Feedback Hub: The Feedback Hub will be updated to streamline the process for submitting feedback and engaging with the community. - System Performance Improvements: Resource usage will be reduced to enhance performance, resulting in faster app launches and improved memory efficiency. - Fluid App Interactions: Core experiences will transition to the WinUI3 framework to minimize interaction latency. - File Explorer Optimization: Efforts will be made to lower latency for search and navigation. - Elevating the Windows Subsystem for Linux (WSL): Performance and integration for developers using Linux tools will be enhanced. - Windows Insider Program Enhancements: Expectations for each Insider channel will be clarified, and the quality of builds will be raised. - OS, Driver, and App Reliability: Improvements will be made to system stability and driver quality. - Windows Update Experience: Updates will be streamlined to minimize disruptions and provide clearer control over timing. - Windows Hello Improvements: Biometric authentication will be enhanced for a more reliable sign-in experience. - Start and Taskbar Enhancements: These areas will be made more reliable and personalized. - Focused User Experience: Distractions will be reduced to help users maintain focus. - Search Enhancements: Faster, more accurate search results will be delivered across Windows surfaces. - Commitment to security enhancements aligned with Microsoft’s Secure Future Initiative.

Winsage

March 6, 2026

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

On December 15, 2025, Microsoft announced native NVMe support in Windows Server 2025, marking a significant evolution in data management and access. The new architecture replaces Disk.sys with NVMeDisk.sys, allowing direct communication from the filesystem to hardware via StorMQ, eliminating latency and enhancing performance. Testing revealed increased read speeds, particularly in random 4K and 64K benchmarks, with significant reductions in average read latency and lower CPU usage during sequential operations. Write operations showed modest improvements. A registry modification is required to enable this feature, and caution is advised due to potential complications with NVMe drives when deduplication is enabled.

Tech Optimizer

February 27, 2026

Replicate spatial data using AWS DMS and Amazon RDS for PostgreSQL

The process of migrating spatial data from self-managed PostgreSQL, Amazon RDS for PostgreSQL, or Amazon Aurora PostgreSQL-Compatible Edition to Amazon RDS for PostgreSQL or Amazon Aurora PostgreSQL-Compatible Edition using AWS Database Migration Service (AWS DMS) is outlined. Spatial data includes points, lines, polygons, and collections of these features, which are essential for applications like mapping and asset tracking. AWS DMS treats spatial columns as large objects (LOBs) and requires proper configuration for LOB handling and PostGIS support to avoid migration failures. PostGIS is an extension for PostgreSQL that manages geospatial data types and functions, enabling operations such as radius searches and distance calculations. Amazon RDS for PostgreSQL fully integrates with PostGIS, making it suitable for geospatial applications. The migration solution involves ensuring compatibility of PostGIS versions between source and target databases, configuring AWS DMS, and validating the migration. Prerequisites include having an AWS account, RDS instances for source and target, a DMS replication instance, and the PostGIS extension installed on both databases. Tables must have primary or unique key constraints, and geometry columns must be nullable for LOB handling. Best practices for configuring PostGIS include validating version compatibility, monitoring resource usage, and establishing backup strategies. Implementation steps involve creating a spatial table in the source database, preparing the target database, configuring the AWS DMS task with specific settings, and monitoring the migration process through CloudWatch logs. Common errors during replication may relate to LOB handling or PostGIS data types. Post-migration validation includes comparing row counts, verifying geometry data types, and ensuring the functionality of PostGIS spatial functions. Finally, it is recommended to clean up all resources post-migration to avoid ongoing charges.

Winsage

February 21, 2026

NetSpeedMonitor For Windows 10 64-Bit: A Simple Guide

NetSpeedMonitor is a free tool for Windows 10 64-bit that displays real-time upload and download speeds in the taskbar. It features real-time monitoring, taskbar integration, a customizable interface, low resource usage, and some historical data insights. It helps troubleshoot network issues, monitor data usage, and identify bandwidth-hogging applications. To download, users should search for compatible versions online, check user reviews, and download from trusted sources. Installation involves extracting files, running the installer, and selecting the appropriate network adapter. Configuration options include customizing display units, update intervals, and font colors. Alternatives to NetSpeedMonitor include DU Meter, NetWorx, GlassWire, and Windows Resource Monitor.

Tech Optimizer

February 19, 2026

How OpenAI Scaled to 800 Million Users on PostgreSQL

OpenAI has scaled PostgreSQL to support over 800 million active users of ChatGPT, making it one of the largest PostgreSQL deployments globally. The database can handle millions of concurrent connections and a very high volume of requests per second. OpenAI employs several strategies to optimize performance: 1. **Connection Pooling with PgBouncer**: Reduced database connections from 10,000 to 200, enhancing efficiency by a factor of 50. 2. **Read Replicas**: Distributes read requests across multiple replicas while the primary database handles writes. 3. **Horizontal Sharding**: Partitions data across multiple instances based on a shard key, such as user_id or tenant_id. 4. **Query Optimization**: Analyzes slow queries and creates appropriate indexes to maintain performance. 5. **Connection Management**: Implements timeouts and connection limits to prevent overload. 6. **Caching**: Uses application-level caching with Redis to reduce database load. 7. **Monitoring and Observability**: Tracks key metrics like connection counts and query latency to identify issues early. These strategies enable OpenAI to maintain performance and reliability for a large user base.

Winsage

January 18, 2026

Microsoft lets you use .webp images as Windows 11 desktop background, no signs of Video wallpaper yet

Users can now select .webp images as their desktop wallpaper in Windows 11 by navigating to Settings > Personalization > Desktop Background, as part of Build 26220.7653. This feature is currently available to testers and will roll out to Windows 11 24H2 or 25H2 devices soon. The .webp format allows for high-quality images with smaller file sizes compared to JPG and PNG. Previously, users had to convert images to PNG or JPG for use as wallpapers. Microsoft is also exploring the possibility of allowing video formats like .mp4 as desktop backgrounds, with tests showing that videos can be applied seamlessly without a size limit and stable resource usage. However, this video wallpaper feature has not appeared in the latest builds, leaving .webp images as the current option.

Winsage

January 12, 2026

2026 Shift: Professionals Ditch Windows 11 for Linux’s Speed and Savings

Professionals are increasingly moving away from Windows 11 to various Linux distributions due to dissatisfaction with performance issues and intrusive features in Windows. A 2025 analysis showed Linux distributions outperforming Windows by an average of 19.5% in everyday tasks. Performance tests indicated that SteamOS, a Linux-based platform, often matched or exceeded Windows 11 in gaming performance. Linux's lightweight nature and superior system administration tools appeal to those managing servers and virtual environments. Security concerns regarding Windows 11, including privacy issues and forced updates, have led users to prefer Linux's open-source model, which allows for greater transparency and customization. Economic factors also play a role, as Linux is free and open-source, eliminating licensing fees associated with Windows 11. User-friendly distributions like Linux Mint facilitate the transition for new users, and community support helps address common challenges. Large organizations are increasingly adopting Linux for its stability and responsiveness, while the Linux community fosters rapid improvements and adaptability. User feedback highlights privacy, performance, and customizability as key benefits of switching to Linux.