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The Latest Data Engineering Topics

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Automating RCA and Decision Support Using AI Agents
The article explores how AI agents can automate insight generation, assist teams in root cause analysis, and outline a scalable agentic AI architecture for enterprises.
September 16, 2025
by Ishita Choudhary
· 3,187 Views · 2 Likes
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How TBMQ Uses Redis for Persistent Message Storage
Learn how we use Redis to scale MQTT session persistence in TBMQ — replacing PostgreSQL and improving performance with Lua scripts and the Lettuce async client.
September 16, 2025
by Dmytro Shvaika
· 5,689 Views · 19 Likes
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Geometric Deep Learning: AI Beyond Text and Images
In this article, you will learn about how geometric deep learning extends AI to analyze complex non-Euclidean data like molecules, 3D models, and networks.
September 16, 2025
by Kevin Vu
· 1,233 Views · 2 Likes
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From Laptop to Cloud: Building and Scaling AI Agents With Docker Compose and Offload
AI agents need more than one service. Docker Compose keeps them simple to run, and Docker Offload shifts workloads to cloud GPUs.
September 15, 2025
by Pragya Keshap
· 7,055 Views · 4 Likes
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Spring Cloud Gateway With Service Discovery Using HashiCorp Consul
This article introduces HashiCorp Consul, a service registry and discovery tool that integrates well with Spring Boot and supports reactive programming.
September 15, 2025
by Vishnu Viswambharan
· 4,822 Views · 4 Likes
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Mastering Approximate Top K: Choosing Optimal Count-Min Sketch Parameters
A practical guide to configuring width (w) and depth (d) in Count-Min Sketch for efficient top-k estimation and real-time analytics.
September 15, 2025
by Baskar Sikkayan
· 2,919 Views · 3 Likes
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How AI and Machine Learning Are Shaping the Fight Against Ransomware
This article examines how artificial intelligence and machine learning are revolutionizing the fight against ransomware.
September 15, 2025
by Daniel Akomolafe
· 1,789 Views · 3 Likes
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Toward Explainable AI (Part 10): Bridging Theory and Practice—Responsible AI: Ambition or Illusion?
Explainable AI bridges the gap between complex models and real-world accountability, helping teams build trust, ensure compliance, and make smarter decisions.
September 15, 2025
by Frederic Jacquet DZone Core CORE
· 1,457 Views · 3 Likes
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GenAI Beyond Just LLMs
GenAI is not just LLMs and agents. Learn about the power of Chemistry Foundation Models, and how they can accelerate molecular and materials discovery.
September 15, 2025
by Nimit Patel
· 1,344 Views · 3 Likes
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Benchmarking Open-Source LLMs: LLaMA vs Mistral vs Gemma — A Practical Guide for Developers Building Private Models
Open-source LLMs like LLaMA, Mistral, and Gemma are reshaping private AI. Learn their performance, architecture, and deployment to choose the right model.
September 15, 2025
by harshraj bhoite
· 7,245 Views · 1 Like
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Agentic AI: The Next Evolution of Artificial Intelligence and Autonomous Automation
AI has progressed from assistants like Siri and Alexa to ChatGPT requiring human input, and now to Agentic AI, which autonomously thinks, plans, and executes tasks.
September 15, 2025
by Shubham Gupta
· 2,119 Views · 2 Likes
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Enhancing AI Privacy: Federated Learning and Differential Privacy in Machine Learning
The article explores Federated Learning and Differential Privacy as key techniques for privacy-preserving machine learning.
September 12, 2025
by Shaurya Jain
· 3,218 Views · 2 Likes
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Shifting Left in Software Testing: Integrating AI-Driven Early Defect Detection into Agile Development Workflows
Integrating AI-driven "Shift Left" testing into Agile workflows helps teams detect software defects early, reducing costs, and boosting customer satisfaction.
September 12, 2025
by Gopinath Kathiresan
· 16,006 Views · 1 Like
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AI for Ensuring Data Integrity and Simplifying Migration in Microservices Ecosystems
AI helps organizations using microservices maintain data integrity during migrations by detecting anomalies, validating data automatically, and reducing manual errors.
September 12, 2025
by Nilesh Charankar
· 4,514 Views · 1 Like
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Deploying AI Models in Air-Gapped Environments: A Practical Guide From the Data Center Trenches
Learn all about practical strategies for deploying AI in air-gapped environments, with guidance on security, scalability, compliance, and reliability.
September 12, 2025
by Siva Kiran Nandipati
· 4,308 Views · 1 Like
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Security Concerns in Open GPTs: Emerging Threats, Vulnerabilities, and Mitigation Strategies
In this article, learn about real-world breaches, risks, and advanced security strategies to safeguard Open GPT deployments against evolving AI threats.
September 12, 2025
by Vijay Oggu
· 2,050 Views · 1 Like
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AI for Data Cleaning: How AI Can Clean Your Data and Save You Hours and Money
The use of AI in data cleansing involves identifying and eliminating irrelevant and missing data to maintain clean datasets, free from outliers and errors.
September 12, 2025
by Prasanna Chitanand
· 1,871 Views · 2 Likes
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Quantum Machine Learning (QML) for Developers: A Beginner's Guide
In this beginner-friendly guide, learn how quantum machine learning with PennyLane, Qiskit, TFQ, and Cirq enhances AI with speed, security, and optimization.
September 12, 2025
by Chandrasekhar Rao Katru
· 2,988 Views · 7 Likes
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Demystifying Kubernetes on AWS: A Comparative Analysis of Deployment Options
AWS offers six distinct Kubernetes deployment options. Your choice should align with your operational preferences, existing investments, and expertise.
September 12, 2025
by Aruun Kumar
· 2,915 Views · 2 Likes
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The Real-time Data Transfer Magic of Doris Kafka Connector's "Data Package": Part 1
One Man Stands Guard, and Ten Thousand Cannot Pass! Learn all about real-time data import, transformation, and error handling with Doris Kafka Connector.
September 12, 2025
by Michael Hayden
· 3,210 Views · 1 Like
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