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The Latest Data Engineering Topics

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Active Learning and Human-in-the-Loop for NLP Annotation and Model Improvement
A practical guide to using active learning and human-in-the-loop workflows for efficient NLP annotation, model training, and continuous improvement.
September 4, 2025
by Surya Teja Appini
· 2,912 Views · 5 Likes
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Developing a Nationwide Real-Time Telemetry Analytics Platform Using Google Cloud Platform and Apache Airflow
Designed a real-time telemetry analytics platform using GCP and Airflow to process 10TB+ daily data, reduce support escalations, and improve operational visibility.
September 3, 2025
by Sruthi Erra Hareram
· 2,973 Views · 2 Likes
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DSLs vs. Libraries: Evaluating Language Design in the GenAI Era
Compare general-purpose and domain-specific languages, their AI-driven evolution, and how they optimize data pipelines and trading workflows efficiently.
September 3, 2025
by Raghav Talwar
· 3,003 Views · 1 Like
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Observability for the Invisible: Tracing Message Drops in Kafka Pipelines
Kafka lag lies. Use Fluent Bit, OpenTelemetry, DLQs, and trace IDs to expose missing messages and harden observability in event-driven pipelines.
September 3, 2025
by Prakash Wagle
· 3,225 Views · 2 Likes
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Simple Efficient Spring/Kafka Datastreams
Datastreams from Souce via Kafka to Sink done simple, easy to code, efficient to run. Deployed in Kubernetes and written in Java and Kotlin.
September 3, 2025
by Sven Loesekann
· 6,606 Views · 7 Likes
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Understanding Zero-Copy
This article will delve into the concept of zero-copy and provides a practical Python code example demonstrating its performance benefits
September 3, 2025
by Bharath Modhipalli
· 3,500 Views
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Understanding Apache Spark Join Types
Three join types in Spark data frame SQL operations are crucial for the performance of big data Apache Spark applications.
September 3, 2025
by Ram Ghadiyaram DZone Core CORE
· 4,327 Views · 5 Likes
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File Systems <> Database: Full Circle
The start of the computer storage era was a file-based system, which evolved into databases; However, data advancement made file systems relevant again.
September 3, 2025
by BHUSHAN FADNIS
· 1,781 Views
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Toward Explainable AI (Part 6): Bridging Theory and Practice—What LIME Shows – and What It Leaves Out
Explainable AI bridges the gap between complex models and real-world accountability, helping teams build trust, ensure compliance, and make smarter decisions.
September 3, 2025
by Frederic Jacquet DZone Core CORE
· 2,134 Views
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Technical Deep Dive: Scaling GenAI-Enhanced SBOM Analysis from Trivy Fix to Enterprise DevSecOps
Discover how Trivy PR #9224 enables complete SBOM dependency mapping, powering GenAI-driven DevSecOps automation and millions in enterprise cost savings.
September 2, 2025
by Ravi Sastry Kadali
· 2,712 Views · 1 Like
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Modernizing Oracle Workloads With Real-Time Analytics
AWS now supports zero-ETL integration from Amazon RDS for Oracle to Redshift, enabling near-real-time analytics and machine learning without complex pipelines.
September 2, 2025
by Harpreet Kaur Chawla
· 1,829 Views · 1 Like
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Prototype for a Java Database Application With REST and Security
Prototype for a Java database application with REST and security using Spring Boot and containers for testing, using Keycloak for security and PostgreSQL for persistence.
September 2, 2025
by George Pod
· 4,299 Views · 5 Likes
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Autonomous QA Testing With Playwright, LangGraph, and GPT-4o on AWS
In this article, learn to build a fully autonomous QA pipeline that writes, executes, and self-heals Playwright tests using LLMs.
September 2, 2025
by Rama Mallika Kadali
· 4,384 Views
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PII Leakage Detection and Measuring the Accuracy of Reports and Statements Using Machine Learning
Securing sensitive data and validating the correctness of reports and statements by checking for inconsistencies with machine learning capabilities.
September 2, 2025
by Malai Arasu Paneerselvam
· 2,255 Views · 4 Likes
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Mastering Prompt Engineering for Generative AI
A hands-on guide to advanced prompt engineering for LLMs-covering CoT, few-shot, zero-shot, decoding controls, and retrieval augmentation.
September 2, 2025
by Kacper Michalik
· 1,613 Views · 1 Like
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Build Smarter Next-Gen AI Apps: A Step-by-Step LangChain v0.3+ Guide
Create next-gen Artificial Intelligence applications using the LangChain Python framework — with real code, hands-on insights, and a look inside its architecture.
September 2, 2025
by Shubham Gupta
· 2,351 Views · 3 Likes
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How to Use ALB as a Firewall in IBM Cloud
This article documents a simple approach on how you can implement outbound filtering capabilities in your VPC network by simply configuring your DNS and an ALB.
September 1, 2025
by Pari Biswas
· 2,394 Views · 1 Like
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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
· 2,393 Views · 2 Likes
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The AI Co-Pilot: How to Lead When Your Team's Best Player Is a Machine
AI now writes the code. Leaders must provide the vision, ask the right questions, and champion the creative work only humans can do.
September 1, 2025
by Rupesh Dabbir
· 3,056 Views · 4 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
· 4,405 Views · 4 Likes
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