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Latest Articles - DZone

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Self-Healing Data Pipelines: The Next Big Thing in Data Engineering?
Build self-healing data pipelines on GCP using AI-powered tools like GPT-4 and Python to detect and fix errors automatically.
March 27, 2025
by Naresh Erukulla
· 9,555 Views
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XAI: Making ML Models Transparent for Smarter Hiring Decisions
Explainable AI (XAI) lifts the veil on machine learning in recruiting, showing why candidates get scored or rejected — like skills mismatches or low experience.
March 27, 2025
by Pankaj Khurana
· 15,591 Views · 1 Like
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Automatic Versioning in Mobile Apps
This article presents an automatic versioning and migration framework for mobile app databases using schema hashes and seamless upgrades.
March 27, 2025
by Liewen Huang, Ph.D.
· 2,771 Views · 2 Likes
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Creating an Application With a Personality
Learn how to create an AI assistant with LangChain4j in a Spring Boot application, which personalizes the application itself and has access to its actuators.
March 27, 2025
by Tamas Kiss
· 3,820 Views · 1 Like
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Optimized Metrics Generation With Metadata-Driven Dynamic SQL
Learn about a metadata-driven approach to generate metrics with dynamic SQL, enhancing scalability, flexibility, and efficiency in auditing and reporting.
March 27, 2025
by Tapan Parekh
· 2,789 Views · 1 Like
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Breaking the Context Barrier of LLMs: InfiniRetri vs RAG
InfiniRetri retrieves information internally using LLM attention, while RAG retrieves it externally. The future may lie in hybrid approaches combining both strengths.
March 27, 2025
by Graziano Casto DZone Core CORE
· 2,396 Views · 1 Like
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The Future of DevOps
Learn about Infrastructure as Code (IaC) predictions for 2025, from AI-driven drift management to cost optimization, platform engineering, and multi-framework trends.
March 27, 2025
by Omry Hay
· 3,893 Views · 3 Likes
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How to Port CV/ML Models to NPU for Faster Face Recognition
This article explains the process of porting face recognition models to Rockchip NPU for higher performance in access control systems (ACS).
March 27, 2025
by Sergey Alabugin
· 3,686 Views · 1 Like
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A Comprehensive Guide to Protect Data, Models, and Users in the GenAI Era
This article provides practical checklists to help enterprises securely adopt GenAI.
March 27, 2025
by Boris Zaikin DZone Core CORE
· 5,225 Views · 3 Likes
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The Real-World Guide to Event-Driven Microservices
Switch to event-driven architecture for resilient microservices, which includes event sourcing, CQRS, decoupling services, and robust failure handling.
March 26, 2025
by Sapana Garud
· 6,715 Views · 2 Likes
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Modern QA Practices to Enhance Software Reliability
Modern QA approaches help business processes by improving operational efficiency through early defect detection, broader test coverage, and enhanced software stability.
March 26, 2025
by Pavel Novik
· 4,107 Views
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Ensuring Data Quality With Great Expectations and Databricks
Ensure data quality in pipelines with Great Expectations. Learn to integrate with Databricks, validate data, and automate checks for reliable datasets.
March 26, 2025
by Sairamakrishna BuchiReddy Karri
· 5,289 Views · 2 Likes
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Avoid Cross-Shard Data Movement in Distributed Databases
Learn four effective strategies to optimize distributed joins, reduce network overhead, and improve query performance in sharded databases.
March 26, 2025
by Baskar Sikkayan
· 6,481 Views · 5 Likes
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Jakarta NoSQL 1.0: A Way To Bring Java and NoSQL Together
Jakarta NoSQL 1.0 standardizes NoSQL integration in Java with familiar annotations, a fluent API, and support for multiple NoSQL types—boosting productivity, portability.
March 26, 2025
by Otavio Santana DZone Core CORE
· 9,246 Views · 5 Likes
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Loader Animations Using Anime.js
Anime.js is a lightweight JavaScript library for smooth, customizable animations on CSS, SVG, and DOM elements. It offers flexibility and ease of use.
March 26, 2025
by Nagappan Subramanian DZone Core CORE
· 6,468 Views · 1 Like
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A Beginner's Guide to Spark UI: Concepts and How to Use It
Understanding the fundamentals of Spark UI is essential for optimization and debugging. Although the UI is old, the information it contains is gold.
March 26, 2025
by Saransh Arora
· 3,336 Views · 3 Likes
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Best Ways to Write Clean and Quality Python Code
The article below will provide insights that can be helpful in your day-to-day coding and improve the quality of your Python code.
March 26, 2025
by Dhaval Patolia
· 5,695 Views · 5 Likes
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Lakehouse: Manus? MCP? Let’s Talk About Lakehouse and AI
This is the second article in the “Lakehouse: What’s the Big Deal?” series, where I will periodically discuss Lakehouse. Your comments and discussions are welcome.
March 26, 2025
by Mingyu Chen
· 3,958 Views · 2 Likes
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How to Integrate Event-Driven Ansible With Kafka
Integrate Ansible with Kafka for real-time automation: trigger playbooks via Kafka events, enhance incident response, optimize workflows, and scale seamlessly.
March 26, 2025
by Binoj Melath Nalinakshan Nair DZone Core CORE
· 5,556 Views · 12 Likes
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Building AI-Driven Intelligent Applications: A Hands-On Development Guide for Integrating GenAI Into Your Applications
This article explains how to build a GenAI-powered chatbot and provides a step-by-step guide to build an intelligent application.
March 26, 2025
by Naga Santhosh Reddy Vootukuri DZone Core CORE
· 5,538 Views · 1 Like
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