data analytics Archives

Winsage

June 30, 2025

Windows 7 still supported by major anti-virus solution makers as ESU program persists

Businesses are increasingly leveraging their own research and testing to gain a competitive edge, fostering innovation and tailoring strategies to meet the needs of their target audiences. Organizations are finding that valuable insights often come from internal resources, allowing them to conduct experiments that reflect specific market conditions and consumer behaviors. A/B testing is being used to refine marketing strategies by comparing campaign versions to identify which resonates more with audiences, enhancing engagement and optimizing return on investment. Data analytics tools are essential for interpreting findings, enabling organizations to identify trends and patterns that inform product development and customer service enhancements. Tailoring offerings based on feedback can improve customer satisfaction, while understanding market demands leads to more relevant product features and higher conversion rates in marketing campaigns. Encouraging a culture of experimentation empowers employees to test new ideas, driving creativity and collaboration. Companies that prioritize internal research and testing can adapt swiftly to changing market dynamics, positioning themselves to thrive in a competitive landscape.

Winsage

June 25, 2025

Microsoft Just Launched Its New Mu Language Model. Should You Buy MSFT Stock Here?

Users can switch the Market flag to access specific data from their country. The platform provides various chart options accessible via the Interactive Chart menu, allowing for customization and analysis. Navigation through symbols is facilitated by up and down arrows for easy movement between data points.

Winsage

June 17, 2025

Millions Of Windows Users Get Microsoft’s Free Upgrade Offer

As of June 17, Windows 10's global market share has fallen below 50% for the first time, now at 48.9%, while Windows 11 is at 47.7%. This suggests that nearly 60 million users have switched from Windows 10 to Windows 11. In the United States, Windows 11 holds 55.2% of the market compared to Windows 10's 42.0%. In Asia, Windows 10's share has decreased from 59% to 49%, while Windows 11 has increased to over 46%. Approximately 700 million users remain on Windows 10, with over 240 million devices not meeting the upgrade requirements. Microsoft is encouraging users to upgrade and will introduce a migration tool to facilitate the transition. The upgrade from Windows 10 to Windows 11 is free for compatible PCs, but unsupported systems may face security risks post-October 14.

Tech Optimizer

June 13, 2025

Databricks opens up agentic AI pipelines, fills in Postgres-powered Lakebase

Databricks has introduced advancements at its user conference, focusing on agentic AI pipelines and a Postgres-powered Lakebase. The Lakebase streamlines data management and analytics by combining PostgreSQL with Databricks' data lake architecture. The agentic AI pipelines automate data workflows, allowing organizations to gain AI-driven insights with minimal manual intervention. Key features include automated workflows that reduce processing time, enhanced data management through a familiar relational database experience, and the ability to extract actionable insights using advanced AI capabilities.

Tech Optimizer

May 21, 2025

Achieve up to 1.7 times higher write throughput and 1.38 times better price performance with Amazon Aurora PostgreSQL on AWS Graviton4-based R8g instances

Upgrading to Graviton4-based R8g instances with Aurora PostgreSQL-Compatible 17.4 in an Aurora I/O-Optimized cluster configuration results in significant performance improvements. The new instances provide up to 1.7 times higher write throughput, 1.38 times better price-performance, and reduce commit latency by up to 46% on r8g.16xlarge instances and 38% on r8g.2xlarge instances compared to Graviton2-based R6g instances. The Amazon Aurora PostgreSQL-Compatible Edition now supports AWS Graviton4-based R8g instances and PostgreSQL 17.4, which introduces performance enhancements for I/O-Optimized configurations, optimizing write operations and batch processing. R8g instances offer up to 192 vCPUs and 1.5 TB of memory, supporting larger configurations and providing up to 50 Gbps of network bandwidth. PostgreSQL 17 includes vacuum improvements, eliminates the need to drop logical replication slots during upgrades, and expands SQL/JSON standards. Aurora PostgreSQL-Compatible separates compute from storage, enabling independent scaling and maintaining six-way replication for durability, while processing changes as log records to reduce I/O operations. Performance benchmarks using HammerDB show improvements in throughput and commit latency across various workloads. For small workloads on 2xlarge instance size, throughput increased by 50.25% and commit latency improved by 33.87%. For medium workloads on 16xlarge instance size, throughput increased by 30% and commit latency improved by 17.44%. The most significant performance benefits arise from combining hardware upgrades from Graviton2 to Graviton4 with database engine upgrades from PostgreSQL 15.10 to 17.4. For small workloads, throughput increased by 70% and commit latency improved by 38.71%. For medium workloads, throughput increased by 70% and commit latency improved by 46.67%. Cost efficiency is also enhanced, with a 38% improvement in price performance and a 61.26% improvement in price-performance ratio when comparing Graviton2 and Graviton4 instances. Reserved Instances for Graviton4-based R8g instances offer additional cost-optimization opportunities.

AppWizard

May 21, 2025

Doom: The Dark Ages has hit three million players

Doom: The Dark Ages has attracted over three million players since its release, making it the largest launch in Id Software's history, according to Bethesda. The game reached this milestone seven times faster than its predecessor, Doom Eternal. More than two million players engaged with the game on Xbox, likely through Xbox Game Pass. It ranked as the second highest-grossing title on Steam during its launch week, behind Counter-Strike 2. Doom: The Dark Ages peaked at 31,470 concurrent players, while Doom Eternal had 104.9k concurrent players during its opening weekend. The launch of Doom Eternal coincided with COVID-19 lockdowns, which may have influenced player engagement.

Tech Optimizer

May 14, 2025

Databricks to buy open-source database startup Neon for $1B

Databricks intends to acquire Neon, a startup known for its open-source alternative to AWS Aurora Postgres, in a deal valued at approximately billion. The acquisition aims to integrate Neon’s serverless relational database management system with Databricks' data intelligence services, enhancing the deployment of AI agents. Neon, founded in 2021, offers a managed cloud-based database platform with features like automatic scaling, database cloning, and point-in-time recovery. Recent data shows that 80% of databases on Neon are provisioned by AI agents. Neon has raised .6 million from investors including Microsoft’s M12, while Databricks has raised over billion, recently closing a .3 billion funding round. Databricks has previously acquired Tabular and MosaicML to strengthen its position in the AI landscape.

AppWizard

April 4, 2025

Which is the most secure messaging app?

Companies are adapting to evolving market demands and technological advancements, leveraging data analytics for decision-making and customer experience enhancement. E-commerce and technology sectors have reported significant growth, with online sales surging as consumers prefer shopping from home, prompting traditional retailers to invest in digital strategies. Sustainability is a key focus, with businesses implementing eco-friendly practices to enhance brand reputation and access new market opportunities. Companies are also investing in research and development to innovate and create products that meet changing customer needs, particularly in industries like healthcare and automotive. Organizations prioritizing agility and customer-centric strategies are likely to become leaders in their fields.