memory consumption Archives

Winsage

August 24, 2026

Microsoft Makes Rare Move to Optimize 8GB Memory as Windows Bloat Becomes Biggest Bottleneck for AI PCs

Microsoft is re-optimizing Windows memory performance for devices with 8GB or more RAM, moving away from its previous approach that treated 8GB as entry-level. The company is recognizing that hardware growth can no longer mask systemic inefficiencies, particularly with the rise of AI requiring substantial resources. Windows has accumulated background services and frameworks without a cohesive resource management strategy, leading to inefficiencies. Compatibility with legacy systems has complicated resource management, while commercial pressures have contributed to system bloat. The reliance on web technologies, particularly WebView2, has further increased memory consumption. Microsoft aims for Windows to achieve integration similar to macOS but faces challenges due to its diverse ecosystem. The demand for memory driven by AI has made system-level optimization a pressing issue, prompting Microsoft to adjust its guidance on memory requirements. The company must balance modernization with maintaining compatibility with older applications and drivers as it adapts to new computing demands.

AppWizard

August 20, 2026

Google is cracking down on Android apps that use too much memory

Google is implementing stricter memory management for Android applications, extending memory limits for individual apps introduced with Android 17 to devices with 4GB to over 16GB of RAM. The new strategy involves transferring app data into compressed memory (zRAM) when an app reaches its memory limit, which may slightly decrease performance. If an app continues to consume excessive memory, Android can terminate it. Google encourages developers to optimize their apps for these new constraints and is providing tools and resources to help identify high memory consumption issues. Users with limited RAM devices may experience fewer slowdowns, but apps that require substantial memory may face performance challenges or closure if not optimized.

Winsage

August 20, 2026

Microsoft brings improved Windows 11 hardware monitoring with upgraded Task Manager

Microsoft released a guide to optimize internet bandwidth usage for Windows 11 update downloads, focusing on policy settings for network efficiency. Enhancements to Task Manager include new columns for monitoring NPU (Neural Processing Unit) and NPU Engine usage, allowing users to see which applications leverage the neural processor. Additional columns for NPU Dedicated Memory and NPU Shared Memory provide insights into memory consumption for AI workloads. Neural engines in GPUs will also be visible on the Performance page. An optional Isolation column has been added to help users evaluate AI workload management. Applications optimized for NPUs will show specific designations in Task Manager, while high CPU usage with idle NPU indicates underutilization of dedicated AI hardware. Users can activate new metrics by right-clicking on column headers in Task Manager.

AppWizard

August 20, 2026

Google is getting tougher on Android apps that use too much memory

Android 17 introduces expanded per-app memory limits to enhance performance on devices with 4GB to over 16GB of RAM. This update aims to prevent any single application from monopolizing system resources, which can cause sluggishness. If an app exceeds its memory allocation, Android can compress its data or terminate the app to maintain performance. Users will experience smoother navigation and improved performance, especially on devices with limited RAM. Developers must optimize their applications to meet the new memory constraints, or risk slowdowns or closures. Google is providing tools to help developers address memory-related issues.

Winsage

August 6, 2026

Microsoft is updating even more parts of the Windows 11 UI with modern designs: Here’s what’s next on the list of overhauls

Windows has faced user dissatisfaction due to inconsistent user interface designs since Windows 8, which worsened with Windows 10. Windows 11, launched in 2021, introduced a consistent design language through the WinUI framework, modernizing various UI components and replacing older elements. Enhancements included a more consistent dark mode and updates to features like volume controls and context menus. Microsoft is revamping the File Properties dialog and the Start menu for improved speed and responsiveness while optimizing resource consumption. Context menus are also being redesigned for better customization and quicker access. Ongoing efforts aim to modernize legacy components of the OS, with a focus on performance and reduced memory usage.

Winsage

August 3, 2026

Can Microsoft Really Make Windows 11 Suck Less on Weak PCs?

Microsoft is refining Windows 11 to improve user experience by reducing unnecessary AI integration, enhancing control over widgets and taskbar configurations, and streamlining File Explorer. The company aims to decrease the operating system's memory usage, particularly for devices with 8GB of RAM, addressing concerns about excessive memory consumption. Historically, Microsoft recommended 16GB of RAM for new PCs, but rising prices have led to a shift towards lower RAM configurations to attract budget-conscious consumers. For example, Dell offers an XPS 13 with 8GB of memory for 9, while a model with 16GB costs ,299. The minimum requirement for Windows 11 is 4GB of RAM, which is barely sufficient to run the OS. Microsoft is working on optimizing the OS by remaking components to reduce reliance on the memory-intensive WebView2 and implementing a more efficient memory allocator. These enhancements aim to improve the experience for users with 8GB laptops, but potential buyers must decide between purchasing a less powerful machine or investing in a more capable system.

Winsage

August 3, 2026

Windows 11: Microsoft optimizes memory requirements for systems with 8 GB RAM

Microsoft is focusing on enhancing the efficiency of Windows 11 for systems with 8 GB of RAM, identifying memory optimization as a key priority. The company is revising multiple technical areas, including a more efficient memory allocator and adaptations to WinUI 3 to reduce RAM usage. Improvements are also planned for Chromium and WebView2 to decrease resource consumption. Microsoft has not committed to specific metrics for memory reduction or paging activity but aims to improve performance for budget-friendly devices. The official minimum requirement for Windows 11 is 4 GB, but higher memory allocations may be necessary for certain applications. Microsoft plans to roll out improvements tested since March more broadly in the autumn, although it remains unclear if these changes will apply to all supported versions of Windows 11. Users with 8 GB of RAM will not need to take immediate action, as the new memory management features will be revealed in future updates.

Winsage

July 28, 2026

Why Does Windows Explorer Use So Much Memory?

A user on Reddit reported that Windows Explorer was using over 21GB of memory, which can cause performance issues on systems with less than 8GB of RAM. One cause of excessive memory consumption is third-party shell extensions, which can be identified by booting into Safe Mode. A tool called ShellExView can help locate problematic extensions. To create a system restore point, users can press Win + R, type systempropertiesprotection.exe, click Create, enter a description, and click Create. Windows Explorer may also retain large caches of temporary data, leading to high memory usage. To clear temporary files, users can press Win + I, navigate to System > Storage > Temporary files, check the relevant boxes, and click Remove files. They can also manually clean the thumbnail and icon cache by deleting specific files in the %localappdata% directory. Corrupted system files can contribute to high memory usage, and users can run DISM and SFC tools to repair these files by accessing the Terminal (admin) and executing the commands DISM.exe /Online /Cleanup-image /Restorehealth and sfc /scannow.

Tech Optimizer

July 23, 2026

Optimizing PostgreSQL on Azure directly in Visual Studio Code

Poor database performance can lead to missed SLAs, delayed releases, customer dissatisfaction, and lost revenue. Microsoft has enhanced PostgreSQL on Azure, transforming it into a fully managed platform that meets enterprise demands. Azure Database for PostgreSQL and the new Azure HorizonDB offer significant performance improvements, with HorizonDB being three times faster than self-managed PostgreSQL. The PostgreSQL extension for Visual Studio Code integrates performance management into development workflows, providing tools for managing PostgreSQL throughout its lifecycle. Key features include a server metrics dashboard that displays performance indicators, Azure Advisor recommendations for actionable insights, improved query plan visualization, and AI-assisted query analysis. The extension also enhances schema design and query formulation experiences, ensuring secure and governed interactions with PostgreSQL. Azure HorizonDB is in public preview, designed for AI-native workloads. These advancements aim to reduce friction, enhance clarity, and enable faster actions for enterprise teams managing PostgreSQL at scale.

Winsage

July 21, 2026

Windows 11 bloat proves too much for Microsoft’s new 8GB Surface Laptop

Microsoft introduced the Surface Pro 12 and Surface Laptop 8, starting at 9, with lower-end specifications including an older Snapdragon chipset and 8GB of RAM. Reviews indicate that while these devices perform adequately for basic tasks, they struggle with more demanding activities, such as video calls on Microsoft Teams, leading to freezing and hanging issues. The device utilized approximately 6.7GB of its available 7.6GB of memory during typical usage, and even a reboot reduced memory consumption to around 4.2GB, which quickly increased with just a few Chrome tabs open. Users have expressed that 8GB of RAM is insufficient for reliable performance, despite Windows 11 having a minimum requirement of 4GB. Historically, Microsoft recommended 16GB of RAM for a seamless experience, but this recommendation has been omitted for the new 8GB devices, which are now described as suitable for everyday use. An additional 8GB is required to access Copilot+ AI features.