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The Latest Data Topics

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From CloudWatch to Cost Watch: Cutting Observability Costs With Vector
Organizations must balance observability with cost, making scalable, cost-effective log pipelines essential for sustainable enterprise operations.
September 1, 2025
by Gaurav Mittal
· 2,255 Views · 2 Likes
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Building a Rate Limiter and Throttling Layer Using Spring Boot and Redis
Learn to build a lightweight, in-app rate limiter using Spring Boot and Redis to prevent API overload, brute-force attacks, and accidental misuse.
September 1, 2025
by Vivek Rajyaguru
· 4,165 Views · 4 Likes
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Toward Explainable AI (Part 5): Bridging Theory and Practice—A Hands-On Introduction to LIME
Explainable AI bridges the gap between complex models and real-world accountability, helping teams build trust, ensure compliance, and make smarter decisions.
September 1, 2025
by Frederic Jacquet DZone Core CORE
· 1,924 Views · 3 Likes
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Why It’s Time to Reevaluate Quality Control Methods in Data Labeling
Are you still using outdated QC methods for data labeling? Find out why it’s time to update your approach and how you can do it for better AI model performance.
August 29, 2025
by Nick Pegg
· 2,236 Views · 2 Likes
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Implementing Write-Through Cache for Real-Time Data Processing: A Scalable Approach
Learn how a write-through local cache boosts performance and consistency in high-volume data streams while reducing database load.
August 29, 2025
by Rohith Narasimhamurthy
· 3,338 Views · 3 Likes
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Keep Your Search Cluster Fit: Essential Health Checks to Keep Elasticsearch Healthy
A search cluster in top notch state requires frequent monitoring for health stats. Let's look at some health checks to always keep your ES cluster fit.
August 29, 2025
by Govind Singh Rawat
· 2,506 Views · 2 Likes
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Development of System Configuration Management: Handling Exclusive Configurations and Associated Templates
This article details exclusive host configurations, API-based control, templating improvements, logging, metrics, and modular SCM design for flexible system management.
August 29, 2025
by Georgii Kashintsev
· 4,908 Views · 4 Likes
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Beyond Keys and Values: Structuring Data in Redis
In this guide, we focus on designing and choosing the right data structures for Redis to build an efficient, scalable and maintainable caching layer.
August 28, 2025
by Subhashini Raman
· 1,971 Views · 4 Likes
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Designing Scalable Ingestion and Access Layers for Policy and Enforcement Data
Build a scalable, low-latency architecture for ingesting and accessing policy and enforcement data using Apache Spark and in-memory data grids.
August 28, 2025
by Pankaj Taneja
· 1,407 Views · 1 Like
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How Healthy Is Your Data in the Age of AI? An In-Depth Checklist to Assess Data Accuracy, Governance, and AI Readiness
This guide provides a complete checklist to assess, monitor, and improve data quality for AI success, ensuring accuracy, compliance, and long-term reliability.
August 28, 2025
by Sukanya Konatam
· 2,562 Views · 2 Likes
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Reclaiming Oracle Tablespace Space Using HWM Logic: On-Prem and Cloud-Aware Automation
Using high water marks for resizing tablespaces for significant savings—works for on-prem, hybrid, and OCI environments.
August 28, 2025
by Rishu Chadha
· 4,188 Views · 2 Likes
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Implementing Scalable IoT Architectures on Azure
Microsoft’s Azure IoT platform has emerged as a leading choice, powering innovative solutions across industries — from manufacturing floors to smart buildings.
August 27, 2025
by Bhimraj Ghadge
· 3,192 Views · 4 Likes
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Development of System Configuration Management: Working With Secrets, IaC, and Deserializing Data in Go
This article covers migrating to a new Go-based SCM. It evolved from basic to supporting IaC, secret management, and more, becoming a flexible infrastructure tool.
August 27, 2025
by Georgii Kashintsev
· 2,374 Views · 5 Likes
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Blockchain, AI, and Edge Computing: Redefining Modern App Development
Blockchain, AI, and edge computing are enhancing modern app development by enhancing security, performance, and automation.
August 27, 2025
by Balasubramani Murugesan
· 2,856 Views · 1 Like
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Digital Twins Reborn: How AI Is Finally Fulfilling the Promise of IoT
AI is revolutionizing digital twin technology, finally overcoming IoT's integration challenges and delivering real business value across industries.
August 27, 2025
by Tom Smith DZone Core CORE
· 2,422 Views · 11 Likes
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Wait, What Format Is That? A Cross—Domain Guide for Everyone
Tech leaders can’t afford to say, 'what format is that?' Decode data formats across domains, make sharper decisions, and lead without getting lost in translation.
August 27, 2025
by Syamanthaka B
· 1,922 Views · 2 Likes
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Scaling Real-Time Data Systems With DataOps: Principles, Practices, and Use Cases
Learn how DataOps principles like CI/CD, schema versioning, and observability improve reliability in real-time streaming data pipelines.
August 27, 2025
by Tulika Bhatt
· 1,436 Views · 2 Likes
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How To Build an AI-Powered Search Bar With Vector Embeddings and OpenAI
Use OpenAI embeddings with FAISS to power a search that understands meaning, so queries match relevant content even without exact keywords.
August 27, 2025
by Mohit Menghnani DZone Core CORE
· 3,004 Views · 1 Like
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Data Splits in Machine Learning: Training, Validation, and Test Sets
Proper data splitting in machine learning prevents leakage, reduces overfitting, and ensures reliable model performance for real-world deployment.
August 27, 2025
by Kacper Michalik
· 4,351 Views · 1 Like
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Transforming Data into Decisions: Crafting Generative AI That Delivers Accurate Intelligence
This article explores how integrating rigorous data practices, and machine learning techniques can elevate the performance of generative AI systems.
August 25, 2025
by SrinivasaRao Thota
· 2,162 Views · 3 Likes
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