latency

Tech Optimizer
June 18, 2026
Organizations are increasingly adopting EnterpriseDB's EDB Postgres AI platform due to a rising demand for enhanced control over data in AI systems, particularly in sectors like banking, insurance, retail, and trading. Research from MIT Technology Review Insights indicates that prioritizing AI and data sovereignty significantly predicts success in AI initiatives, with such organizations achieving five times the return on investment. In South Korea, the Industrial Bank of Korea migrated 15 core systems to EDB Postgres AI, citing significant reductions in licensing costs compared to Oracle and improved scalability for future AI services. Shinhan EZ Insurance transitioned its core system to the public cloud using EDB, overcoming challenges related to legacy database licensing and emphasizing the importance of operational stability. Beyond finance, companies like MNTN, Euronext FX, and Kyobo Book Centre have adopted the platform to reduce vendor reliance, manage data workloads, and enhance compliance control. MNTN uses EDB for large-scale analytical processing, Euronext FX has implemented it across four data centers, and Kyobo Book Centre migrated from a costly data warehouse to the EDB solution. A common trend among these deployments is the use of a single Postgres-based platform for transactional processing, analytics, and AI tasks, reflecting an industry initiative to simplify operations and reduce costs. Hensley noted the critical convergence of AI systems with operational data, as AI agents operate against live data in high-volume workflows, highlighting the drawbacks of using separate platforms for transactions and analytics. EnterpriseDB has also received industry accolades for its data management and contributions to the open-source community, reinforcing its market position.
Tech Optimizer
June 18, 2026
Oracle has launched the OCI Database with PostgreSQL, a managed PostgreSQL service designed for seamless deployment within the Oracle Cloud. This service includes lifecycle management, automated backups, and monitoring, allowing users to customize their database configurations easily. A key feature is the cross-region warm standby, which enhances disaster recovery by enabling users to create replica databases in secondary regions that replicate data from the primary database. The service enforces a strict 5-minute recovery point objective (RPO) and simplifies the setup process for operations teams. The OCI Database with PostgreSQL is positioned against offerings from AWS and Azure, targeting organizations that prefer a managed PostgreSQL experience. However, compliance challenges, such as the lack of FedRAMP certification, may hinder adoption for certain sectors. The product is available on OCI with usage-based pricing and is aimed at cloud teams needing managed operations and disaster recovery for PostgreSQL databases.
Winsage
June 17, 2026
Windows 11 has introduced a feature called Low Latency Profile, which enhances CPU performance by allowing it to reach maximum clock speeds quickly during application launches or actions. Users can observe these performance changes in real-time through the Task Manager or use third-party applications like HWiNFO for more detailed metrics. The feature's toggling is not straightforward, leading to uncertainty about its impact on battery life for laptops and tablets. It is particularly beneficial for gamers who can enable performance mode within Windows.
Tech Optimizer
June 17, 2026
Snowflake has introduced features to improve data integration between PostgreSQL and its platform, addressing challenges in transferring data between online transaction processing (OLTP) and online analytical processing (OLAP). One key feature is data mirroring, which offers low-latency replication for PostgreSQL, automatically maintaining target tables to reflect source changes with minimal setup effort. These advancements aim to simplify data integration, reduce costs associated with ETL tools, and facilitate real-time insights, enhancing operational efficiency for organizations.
Winsage
June 17, 2026
Microsoft rolled out several preview builds of Windows 11 in early June 2026 as part of the Windows Insider Program, focusing on refining existing functionalities rather than introducing many new features. A new Beta channel for version 26H1 was launched, featuring: - Screen Tint: An accessibility feature that provides a system-wide color overlay to reduce eye strain, accessible through Settings > Accessibility > Vision > Screen Tint, offering six preset colors or custom hues. - Low Latency Profile: Temporarily boosts processor frequency for 1 to 3 seconds during interactive tasks, improving application launch times by up to 40% and interaction times by as much as 70%, operating automatically without manual toggles. - Widgets Experience Update: Widgets now open without hover activation, Taskbar badges are off by default, and alerts are limited until user interaction. The dashboard displays Widgets under "widgets," and badging aligns with the system accent color. - Magnifier Enhancements: Users can input specific zoom percentages directly and access additional zoom presets ranging from 5% to 400%. - File Explorer Changes: Improvements for compatibility, performance, and reliability, including support for paths with double backslashes and quotation marks, and middle-click support for opening folders in new tabs. - Windows Update: Unification of drivers, .NET, and firmware updates with monthly quality updates, reducing required restarts to one per month. - Windows Search Enhancements: Improved handling of typos, missing letters, and partial app names, prioritizing accurate search results even with input errors.
Winsage
June 16, 2026
Windows 11 users have received a significant update featuring the Low Latency Profile, aimed at enhancing performance by improving responsiveness during actions like launching applications and accessing the Start menu. This feature was initially previewed in May 2026 and is now available in the mainstream branch as of June. It temporarily boosts the CPU's clock speed for 1 to 3 seconds to improve loading times, particularly benefiting users with older hardware. To check for the update, users can navigate to Settings > System > Windows Update for the KB5094126 update. If it’s not listed, it may still be rolling out. Users can also check their build number under Settings > System > About; the update is present if the build number is 26200.8655 (Windows 25H2) or 26100.8655 (Windows 24H2). Manual installation is possible via the Microsoft Update Catalog, and there are no visual cues or toggle settings for the Low Latency Profile.
Winsage
June 15, 2026
On Patch Tuesday in June 2026, Microsoft released a significant update for Windows 11, designated as KB5094126. Key enhancements include: - Low Latency Profile: Boosts CPU clock speeds temporarily for specific tasks, reducing lag during operations. - Simultaneous Webcam Access: Allows multiple applications to use the webcam simultaneously. - Shared Audio: Enables two users to connect headphones to one PC for shared audio enjoyment. - NPU Usage Monitoring: Task Manager displays Neural Processing Unit usage for individual processes, with new columns for NPU and NPU Engine. - Enhanced Windows Search: Users can locate files with just two characters instead of three. The update also introduces new Secure Boot certificates for improved security. After installation, Windows 11 build numbers will show either 26200.8655 (25H2) or 26100.8655 (24H2). Updates are rolled out gradually, so some users may experience delays in accessing features.
Winsage
June 14, 2026
Microsoft released update KB5094126 on June 9, 2026, for Windows 11 versions 24H2 and 25H2 to improve shell responsiveness. This update introduces the Low Latency Profile, which temporarily boosts CPU frequency for one to three seconds during interactions with system features like the Start menu and taskbar, resulting in system flyouts opening up to 70% faster and core applications launching up to 40% quicker. The update also includes features such as Shared Audio for simultaneous audio use by two users, enhanced Windows Task Manager with NPU usage columns, the ability for multiple applications to access the same camera stream, improved Windows Search for locating files with two characters, a refined installation process allowing custom user folder names, and optimizations to Windows Hello for authentication methods. The update also addresses over 200 security vulnerabilities.
Tech Optimizer
June 14, 2026
Neon and Supabase are two managed PostgreSQL platforms with distinct approaches. Neon adopts a serverless architecture that separates storage and compute, allowing databases to scale to zero when idle and enabling rapid database branching. Supabase, in contrast, provides a comprehensive backend-as-a-service that includes authentication, file storage, real-time subscriptions, and edge functions, all built around PostgreSQL. In 2025, Databricks acquired Neon for approximately billion, motivated by the observation that around 80% of databases created on Neon were generated by AI agents. Post-acquisition, users experienced reduced storage costs and improved pricing structures, although concerns arose regarding Neon's independence. Neon features instant database branching and a scale-to-zero capability, while Supabase offers a fully integrated backend with built-in authentication and storage. Neon operates on a usage-based pricing model, whereas Supabase has a flat-tier pricing structure. Both platforms support the pgvector extension for AI applications, but Supabase is fully open-source and allows for self-hosting, unlike Neon. The developer community recognizes Supabase for its ease of use and rapid application development capabilities, while Neon is praised for its innovative serverless features and cost efficiency. Migration between the two platforms is simplified due to their shared PostgreSQL foundation.
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