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The Latest Data Topics

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A Practical Guide to Semantic Caching With Redis LangCache
Learn how to use Redis LangCache to semantically cache LLM prompts and responses, reducing inference costs and improving performance.
January 6, 2026
by Subhashini Raman
· 3,020 Views · 2 Likes
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Unlocking Hidden Value in Dirty Data: A Practical NLP Pattern for Legacy Records
Legacy systems are full of free-text fields where valuable business data goes to die. NLP pipelines turn messy maintenance logs into structured, actionable insights.
January 5, 2026
by Dippu Kumar Singh
· 1,367 Views · 5 Likes
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Securing Verifiable Credentials With DPoP: A Spring Boot Implementation
DPoP binds access tokens to a client's key so even if intercepted, they can't be misused. It's mandatory for EUDI/HAIP 1.0 and supported since Spring Boot 3.5.
January 5, 2026
by Kyriakos Mandalas DZone Core CORE
· 4,130 Views · 4 Likes
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Tired of Reverse-Engineering Code? A Data-First Pattern for Legacy Modernization
Legacy modernization fails because teams try to decipher millions lines of code. Here is a pattern to slim down systems by reverse-engineering the data.
January 2, 2026
by Dippu Kumar Singh
· 2,652 Views · 2 Likes
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LLMs in Data Engineering: How Generative AI is Changing ETL and Analytics
LLMs reshape data engineering by automating ETL tasks, enabling natural language analytics, and empowering faster, smarter decision-making without replacing engineers.
January 1, 2026
by harshraj bhoite
· 2,987 Views · 1 Like
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Airflow vs. Dagster vs. Prefect: Which Scheduler Fits Your Data Team?
Airflow scales for enterprises, Dagster excels in developer experience and observability, and Prefect offers simplicity for smaller teams.
January 1, 2026
by harshraj bhoite
· 7,205 Views · 1 Like
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How Unified Data Pipelines Transform Modern AI Infrastructure
AI now uses diverse data types, and old pipelines struggle. Unified data flows centralize data, simplifying management and improving model training and performance.
December 31, 2025
by Samuel Ogbonna
· 1,643 Views · 1 Like
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Building Unified, Access-Aware Search in a Data Mesh
By indexing authorization alongside metadata, we delivered fast, trustable search that shows every user exactly what they’re allowed to see
December 30, 2025
by Anshul Pathak
· 1,526 Views
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AI-Driven Schema Evolution and Adaptive Pipelines
AI-driven schema evolution enables self-healing data pipelines that autonomously detect, adapt to, and govern continuous schema changes for reliable enterprise analytics.
December 25, 2025
by Rambabu Bandam
· 2,242 Views · 1 Like
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JavaScript Data Grid Comparison: 8 Popular Options Reviewed
I reviewed eight top JavaScript data grids and compared them by performance, customization, accessibility, cost, integration, and devX.
December 24, 2025
by Marina Chernyuk
· 4,360 Views · 3 Likes
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Implementing Automated Validation and Anomaly Detection
Ensure high-quality data in large-scale pipelines with automated validation, anomaly detection, and scalable frameworks that maintain accuracy and consistency.
December 23, 2025
by Venkataram Poosapati
· 1,878 Views · 1 Like
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Atomic Writes in NoSQL: A Multi-Cloud Deep Dive
We analyze atomic write strategies in AWS, GCP, Azure, and Alibaba, demonstrating how MultiCloudJ ensures unified, consistent transaction semantics across NoSQL
December 23, 2025
by Sandeep Pal
· 2,049 Views · 3 Likes
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Bridging the Gap Between Data Lakes and Warehouses
Data lakehouses combine the flexibility of data lakes with the reliability, performance, and governance features of data warehouses.
December 23, 2025
by Venkataram Poosapati
· 1,248 Views · 2 Likes
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A Practical Guide to Blocking Cyber Threats
Learn how charities, NGOs, and community organizations can secure data and IT systems with appropriate access controls and minimal cost.
December 23, 2025
by Atish Kumar Dash
· 652 Views
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LLMOps Explained: How It Works, Key Benefits, and Best Practices
This article discusses LLMOps, how it works, key benefits, and best practices to streamline large language model operations for efficiency and scalability.
December 22, 2025
by Lilly Gracia
· 1,469 Views · 1 Like
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Momento Migrates Object Cache as a Service to Ampere® Altra®
Momento provides a serverless caching service that reduces operational complexity and delivers low-latency caching for cloud applications.
December 17, 2025
by Dave Neary
· 1,109 Views · 3 Likes
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CMDB vs. IT Asset Management: Why Confusing Them Can Break Your IT Operations
Why mixing up CMDB and IT Asset Management can quietly cripple IT operations, and how to get them working together with true, frictionless alignment.
December 17, 2025
by Atish Kumar Dash
· 1,593 Views · 1 Like
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Engineering Smart Prefetch: Search With Foresight
Smart Prefetching anticipates user queries to prefetch results, reducing perceived latency and improving search responsiveness through adaptive, efficient prediction.
December 17, 2025
by VIVEK KATARYA
· 925 Views · 1 Like
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How AI Search Solves the Problem of Working With Unstructured Data
Up to 90% of business data is unstructured. AI search uses NLP and semantic understanding to interpret user intent and find conceptually similar content.
December 17, 2025
by Sergey Laptick
· 997 Views · 2 Likes
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Building Your Tech Career Like Code: A Systematic AI Approach
Instead of chasing job postings, treat your career like engineering a system: analyze data, define requirements, build a roadmap, validate, and measure progress.
December 16, 2025
by Kevin Jeter
· 1,839 Views · 1 Like
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