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The Latest Data Topics

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How to Prevent Quality Failures in Enterprise Big Data Systems
Ensure reliable data pipelines with medallion architecture: Bronze, Silver, Gold layers catch quality issues early, preventing silent failures and bad decisions.
December 9, 2025
by Ram Ghadiyaram DZone Core CORE
· 1,531 Views · 1 Like
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Disaster Recovery Testing for DevOps
When we think of Disaster Recovery, we expect instant restoration after deletions, outages, or attacks — but is that really how it works in practice?
December 8, 2025
by Daria Kulikova
· 2,395 Views · 3 Likes
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The Hidden Cost of AI Agents: A Caching Solution
The true bottleneck in AI agent systems is data access, not LLMs. Semantic caching and coordinated query handling transform performance and cost.
December 8, 2025
by Janani Annur Thiruvengadam DZone Core CORE
· 2,379 Views · 6 Likes
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Discover Hidden Patterns with Intelligent K-Means Clustering
K-Means goes beyond surface-level patterns to identify true shopper segments, enabling smarter cart-value forecasting and targeted recommendations.
December 5, 2025
by Raja Chakraborty
· 3,547 Views · 1 Like
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Can Generative AI Enhance Data Exploration While Preserving Privacy?
Generative AI lets teams explore data with natural-language queries, visualizations, and auto analyses while safeguarding privacy and compliance.
December 5, 2025
by None None
· 1,601 Views
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AI-Powered Data Integrity for ECC to S/4HANA Migrations
Ensure accurate SAP ECC-to-S/4HANA migrations with an AI-powered framework for automated data validation, reconciliation, and real-time insights.
December 4, 2025
by Gaurav Sharma
· 2,102 Views
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Unleashing Powerful Analytics: Technical Deep Dive into Cassandra-Spark Integration
Cassandra-Spark integration enables fast, scalable, real-time analytics by combining Cassandra’s storage power with Spark’s distributed processing efficiency.
December 4, 2025
by Abhinav Jain
· 11,576 Views · 24 Likes
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How to Use AI for Anomaly Detection
Apply AI to anomaly detection by training models on your data, setting baselines for normal behavior, and automating alerts for faster, accurate decisions.
December 4, 2025
by Laiba Noor
· 3,939 Views · 1 Like
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Stop Writing Excel Specs: A Markdown-First Approach to Enterprise Java
Shift design specs from Excel to Markdown and let AI generate Java while preventing drift and cutting development time by 55%.
December 3, 2025
by Dippu Kumar Singh
· 4,738 Views · 2 Likes
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MCP Elicitation: Human-in-the-Loop for MCP Servers
MCP elicitation provides a standardized way for servers to request real-time user input through the client during a session.
December 3, 2025
by Maksim Kachurin
· 3,339 Views · 1 Like
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Apache Phoenix With Variable-Length Encoded Data
Learn how Apache Phoenix has developed a new variable-length encoded binary data type to support a wide range of large language models (LLMs) use cases.
December 2, 2025
by Viraj Jasani
· 4,742 Views · 1 Like
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Architecting Cloud Data Migration From Legacy Warehouses
This is a guide to migrating legacy enterprise data to the cloud with lift-and-shift, modernization, validation, and governance for reliable analytics.
December 2, 2025
by Swamy Ramajayam
· 3,435 Views · 2 Likes
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Why Open-Source OpenSearch 3.0 Is More Than Just an Upgrade: An Interview
OpenSearch 3.0 marks a pivotal shift toward a more scalable, flexible, and future-ready open source engine. Here's what you need to know about the project.
December 1, 2025
by Will Brown
· 1,745 Views · 1 Like
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From Chaos to Clarity: Building a Data Quality Framework That Actually Works
This article offers a practical, step-by-step guide to fix this by defining data quality goals, setting governance standards, adding monitoring, and building trust.
December 1, 2025
by Venkataram Poosapati
· 1,712 Views · 1 Like
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Next-Gen AI-Based QA: Why Data Integrity Matters More Than Ever
Learn why data integrity is essential for trustworthy AI, how poor data leads to failures and how modern QA methods like predictive checks improve reliability.
November 28, 2025
by Abhishek Trehan
· 2,520 Views
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Five Nonprofit & Charity APIs That Make Due Diligence Way Less Painful for Developers
Explore 5 top nonprofit & charity APIs that help developers simplify due diligence, verify organizations faster, and save valuable time.
November 28, 2025
by Muhammad Talha Mohsin
· 2,458 Views · 1 Like
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AWS Airflow vs Step Functions: The Data Engineering Orchestration Dilemma
When you're building data pipelines in AWS, choosing between Managed Airflow and Step Functions isn't just a technical decision — it's a strategic one.
November 27, 2025
by Janani Annur Thiruvengadam DZone Core CORE
· 4,917 Views · 2 Likes
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Rethinking the Software Supply Chain for Agents
Today’s CI/CD pipelines aren’t built for AI. To make agentic systems reliable and trustworthy, we must evolve from continuous integration to continuous intelligence.
November 26, 2025
by Shibashis Mishra
· 1,772 Views · 2 Likes
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Revamping Real-Time Data Ingestion for Scalable Media Intelligence
AI-augmented microservices streaming architecture (Spring Boot, Kafka, Elasticsearch) to handle 8.64 million real-time media articles per day.
November 25, 2025
by Sindhukumar Rajakumaran
· 1,314 Views
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How to Build Real-Time Transaction Monitoring Systems With Streaming Data
Learn how to build real-time transaction monitoring systems with streaming data, exploring architecture, challenges, and best practices.
November 24, 2025
by Meet Deltan
· 3,065 Views · 1 Like
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