e-commerce

Tech Optimizer
May 21, 2025
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.
Tech Optimizer
May 21, 2025
Yugabyte has integrated support for the DocumentDB extension, a document database-compatible Postgres extension released by Microsoft, enhancing its multi-modal database capabilities. This integration allows developers to combine SQL and NoSQL functionalities within a single database environment, facilitating the transition from MongoDB workloads to YugabyteDB and enabling vector search queries through the pg_vector Postgres extension. The DocumentDB extension is open-source and aims to provide a unified, vendor-agnostic solution based on Postgres, which is rapidly gaining adoption. Since its launch, DocumentDB has received significant attention on GitHub, with over 1.6k stars and more than 80 forks. YugabyteDB is designed for high-performance, distributed SQL database applications and is backed by various investors.
Tech Optimizer
May 5, 2025
X Business, an e-commerce store specializing in handmade home décor, experienced a cybersecurity incident involving a malware strain called Chimera. The attack began during a routine update to their inventory management system and escalated within 12 hours, resulting in halted customer orders, locked employee accounts, and a crashed website. The attackers demanded a ransom of 0,000 in cryptocurrency, threatening to expose sensitive customer data. Chimera is an AI-driven malware that adapts its code to evade detection, targeting both Windows and macOS systems. It exploited a zero-day vulnerability in Windows' Print Spooler service and bypassed macOS security measures by forging code signatures. The malware used social engineering tactics to deceive employees into activating malicious payloads, leading to compromised systems and encrypted customer data. The recovery process took 48 hours, utilizing cybersecurity tools like CrowdStrike Falcon and SentinelOne Singularity to identify and isolate the malware. Data restoration was achieved through Acronis Cyber Protect and macOS Time Machine, while vulnerabilities were addressed with Qualys and emergency patch deployment via WSUS. The network security framework was improved using Cisco Umbrella and Zscaler Private Access to implement a Zero Trust architecture. The incident highlights the need for small enterprises to adopt proactive cybersecurity strategies, including a 3-2-1 backup approach, Zero Trust models, investment in AI-driven defense tools, and employee training to recognize social engineering attempts.
AppWizard
April 21, 2025
Jeffs' Brands' subsidiary, Fort Products, has submitted the Android version of its AI-powered pest control mobile application for review on Google Play, marking a step towards commercial rollout after successful development and internal testing. The app helps users identify pests and recommends treatments based on species, infestation severity, and preferences, while also suggesting Fort's proprietary pest control products. CEO Victor Hakmon highlighted the app's goal to empower users in addressing pest issues. The initiative aims to enhance Jeffs' Brands' direct-to-consumer offerings and establish new digital channels. The app is expected to be available for download after Google approval. Positive aspects include enhanced technological capabilities and potential for increased customer engagement and product sales, while challenges include the pending approval and lack of metrics on revenue or user adoption.
AppWizard
April 21, 2025
Jeffs' Brands Ltd has submitted the Android version of its AI-powered pest control mobile application for review on Google Play through its subsidiary, Fort Products Limited. The app helps users identify pests and provides treatment recommendations based on various factors. It includes product suggestions featuring Fort’s pest control solutions. Following successful internal testing, the app is designed for optimal usability and performance across Android devices and is expected to be available for download pending Google’s approval.
Tech Optimizer
April 10, 2025
In 2025, PostgreSQL has a usage rate of 45.55%, while MySQL has a usage rate of 41.09%. PostgreSQL is preferred for applications requiring complex queries and robust data management, while MySQL is favored for speed and efficiency in read-heavy environments. PostgreSQL was named DBMS of the Year 2023 for the fourth time since 2017, with its latest version released in September 2023 featuring performance and replication enhancements. Developer surveys show PostgreSQL adoption has increased from 33% in 2018 to nearly 50%. MySQL is recognized for its rapid performance and ease of implementation, particularly in e-commerce and content management systems. Performance tests indicate PostgreSQL is approximately 1.6 times faster than MySQL in complex query scenarios. PostgreSQL offers built-in row-level security and encryption, while MySQL provides a user-friendly interface and solid security measures. PostgreSQL excels in managing large datasets and complex operations, whereas MySQL uses a distributed systems approach for workload management.
AppWizard
April 8, 2025
The Android Studio Translation Plugin is a tool for Android developers that facilitates the localization of applications by integrating directly into Android Studio. Key features include real-time translation previews, batch processing for multiple strings, a translation memory system for consistency, API connectivity with services like Google Translate, and support for over 100 languages. To set up the plugin, developers must install it through Android Studio's plugin marketplace, configure settings for source and target languages, and connect to a translation API. Translating an app involves selecting strings in the strings.xml file and using the plugin to translate them, with real-time updates in the layout editor. The plugin enhances developer workflow by automating localization tasks, reducing the risk of errors, and allowing for simultaneous translations. It also helps maintain translation consistency and improves app quality by identifying missing translations. Real-world use cases demonstrate its effectiveness in scaling applications for international markets, such as an e-commerce app that translated over 500 strings and an educational app that localized content for various Indian languages.
AppWizard
April 4, 2025
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.
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