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DZone Data Zone

Recent posts in Data on DZone.com

AI-Driven Schema Evolution and Adaptive Pipelines

The Modern Challenge of Schema Drift In dynamic enterprise ecosystems, schemas rarely stay static. APIs evolve, microservices introduce new fields,...
Posted on 25 December 2025 | 4:00 pm

JavaScript Data Grid Comparison: 8 Popular Options Reviewed

Why does choosing the right JavaScript Data Grid still matter in 2026? Data grids remain a cornerstone of web applications: dashboards, admin panel...
Posted on 24 December 2025 | 4:00 pm

Implementing Automated Validation and Anomaly Detection

Ensuring data quality has become much harder because contemporary systems generate data at high volume, high velocity, and high variety. Ensuring d...
Posted on 23 December 2025 | 8:00 pm

Atomic Writes in NoSQL: A Multi-Cloud Deep Dive

Atomic writes used to be one of the important reasons we stuck with relational databases. The rule was simple: either all your updates succeed, or ...
Posted on 23 December 2025 | 6:00 pm

Bridging the Gap Between Data Lakes and Warehouses

In the current analytics landscape, companies rely heavily on data lakes and data warehouses as their primary sources for data storage and analysis...
Posted on 23 December 2025 | 4:00 pm

A Practical Guide to Blocking Cyber Threats

As cyberthreats dominate the news headlines day after day, it is important for large multinational organizations and nonprofits to take immediate n...
Posted on 23 December 2025 | 2:00 pm

LLMOps Explained: How It Works, Key Benefits, and Best Practices

Let us say you are interacting with a bank’s AI assistant regarding a payment issue. All of a sudden, it reflects the incorrect answer and freezes ...
Posted on 22 December 2025 | 6:00 pm

Momento Migrates Object Cache as a Service to Ampere® Altra®

Organization Momento caching infrastructure for cloud applications is complex and time-consuming. Traditional caching solutions require significant...
Posted on 17 December 2025 | 8:30 pm

CMDB vs. IT Asset Management: Why Confusing Them Can Break Your IT Operations

Today, organizations are investing in technology more than ever before. However, many of them stumble — not because they lack resources, but becaus...
Posted on 17 December 2025 | 6:00 pm

Engineering Smart Prefetch: Search With Foresight

Do you remember the hype for that final season of Game of Thrones? This was the only time I streamed a new episode within minutes of it being relea...
Posted on 17 December 2025 | 5:00 pm

How AI Search Solves the Problem of Working With Unstructured Data

Are you struggling with unstructured data, like support tickets, employee feedback, and documents? Many businesses face this challenge, leading to ...
Posted on 17 December 2025 | 4:00 pm

Building Your Tech Career Like Code: A Systematic AI Approach

The traditional “climb the ladder” approach to tech careers has transformed to “climb the lattice.” A data analyst pivots to cloud architecture, a ...
Posted on 16 December 2025 | 4:00 pm

How Synthetic Data Generation Accelerates the Software Development Lifecycle in the Enterprise

Today’s enterprises operate under a fundamental tension between time-to-market and regulatory compliance. Fierce competition keeps them on their to...
Posted on 16 December 2025 | 2:00 pm

Building Cost-Efficient ETL with Apache Spark Structured Streaming

Businesses want fraud detection within seconds, personalized recommendations while customers are still browsing, and instant updates for IoT dashbo...
Posted on 16 December 2025 | 1:00 pm

AI Data Storage: Challenges, Capabilities, and Comparative Analysis

The explosion in the popularity of ChatGPT has once again ignited a surge of excitement in the AI world. Over the past five years, AI has advanced ...
Posted on 15 December 2025 | 8:00 pm

Streaming vs In-Memory DataWeave: Designing for 1M+ Records Without Crashing

The Real Problem With Scaling DataWeave MuleSoft is built to handle enterprise integrations — but most developers test with small payloads. Everyth...
Posted on 15 December 2025 | 7:00 pm

Escaping the "Excel Trap": Building an AI-Assisted ETL Pipeline Without a Data Team

Business data often lives in hundreds of disconnected Excel files, making it invisible to decision-makers. Here is a pattern for Citizen Data Engin...
Posted on 15 December 2025 | 6:00 pm

Virtual Threads in JDK 21: Revolutionizing Java Multithreading

What is Virtual Thread Multi-threading is a widely used feature across the industry for developing Java-based applications. It allows us to run ope...
Posted on 15 December 2025 | 12:00 pm

Secrets in Code: Understanding Secret Detection and Its Blind Spots

In a world where attackers routinely scan public repositories for leaked credentials, secrets in source code represent a high-value target. But eve...
Posted on 12 December 2025 | 6:30 pm

Architecting Intelligence: A Complete LLM-Powered Pipeline for Unstructured Document Analytics

Unstructured documents remain one of the most difficult sources of truth for enterprises to operationalize. Whether it's compliance teams flooded w...
Posted on 10 December 2025 | 6:00 pm