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The Latest Data Engineering Topics

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Testing Updates in Insert-Only Ledger Tables and Understanding Updates in Updatable Ledger Tables
SQL Server ledger tables ensure data integrity: insert-only tables block updates, while updatable ones log every change. Learn how each handles updates.
October 2, 2025
by arvind toorpu DZone Core CORE
· 3,366 Views · 3 Likes
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AI Infrastructure Guide: Tools, Frameworks, and Architecture Flows
This guide covers AI infrastructure, from hardware acceleration and model serving to monitoring and security, with tools, patterns, and strategies proven in production.
October 2, 2025
by Vidyasagar (Sarath Chandra) Machupalli FBCS DZone Core CORE
· 4,386 Views · 6 Likes
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Building ML Platforms for Real-Time Integrity
Learn how large-scale platforms could build ML infrastructures that protect users, meet compliance, and act within milliseconds.
October 2, 2025
by Ilia Volkov
· 2,516 Views · 1 Like
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Building a Scalable and Reliable Marketing Data Stack on GCP
A resilient marketing data stack on GCP leverages BigQuery, Pub/Sub, and Dataflow to deliver real-time insights, handle schema drift, and scale analytics.
October 2, 2025
by Shafeeq Ur Rahaman
· 1,583 Views · 2 Likes
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Infrastructure as Code (IaC) in a Multi-Cloud Environment: Consistency and Security Issues
IaC streamlines multi-cloud and DevOps with automation, but challenges like drift, fragmentation, leaks, and weak encryption remain.
October 2, 2025
by Olha Krasnozhon
· 4,136 Views · 1 Like
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Salesforce Data Cloud: Setting Up and Using the Ingestion API
In this guide, learn to use Salesforce Data Cloud Ingestion API for real-time and bulk data ingestion to deliver accurate, personalized customer experiences.
October 2, 2025
by Ramesh Bellamkonda
· 4,509 Views · 2 Likes
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Implement a Circuit Breaker for an Unavailable API Service Running in App Connect on CP4I Using Red Hat Service Mesh
Learn how to implement the Circuit Breaker pattern using Red Hat OpenShift Service Mesh and IBM App Connect to prevent app outages.
October 2, 2025
by Abhinav Priyadarshi
· 2,572 Views · 2 Likes
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From Keywords to Meaning: A Hands-On Tutorial With Sentence-Transformers for Semantic Search
This tutorial shows how to use sentence-transformers to build a semantic FAQ search engine that matches queries by meaning, not just keywords.
October 1, 2025
by Amit Chaudhary
· 3,152 Views
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Patterns for Building Production-Ready Multi-Agent Systems
Use a team of specialized AI agents to tackle complex tasks and scale more easily compared to a single generalist model.
October 1, 2025
by Sushant Mehta
· 3,477 Views
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How Laravel Developers Handle Database Migrations Without Downtime
Laravel developers use smart methods to run database updates without downtime, ensuring smooth app performance and safe data changes.
October 1, 2025
by Arun Goyal
· 3,026 Views · 1 Like
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Centralized vLLM on Kubernetes for Scalable LLM Infrastructure
This article demonstrates how we can run vLLM on Kubernetes for a centralized LLM serving engine that is production-ready and can be used by multiple applications.
October 1, 2025
by Rajashree Mandaogane
· 5,087 Views · 1 Like
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Detecting and Reducing Fake Contact Data
Apple ecosystem signals like iMessage, FaceTime, and WhatsApp help cut fake leads and appointments, boosting efficiency and conversion rates.
October 1, 2025
by Andrii Konovalskyi
· 1,865 Views · 1 Like
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Building Regulated AI Systems at Scale: Frameworks for Effective Governance
Learn how to architect AI for regulated environments with built-in governance, monitoring, and compliance — without slowing down innovation.
October 1, 2025
by Phanindra Reddy Madduru
· 2,489 Views · 1 Like
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Implementing Governance on Databricks Using Unity Catalog
We learn how to treat data as a product through governance in Unity Catalog, ensuring the right people, metadata about the datasets.
October 1, 2025
by Junaith Haja
· 3,046 Views · 3 Likes
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From 0.68 to 10 Requests/Second: Optimizing LLM Serving With vLLM
This article demonstrates how vLLM is a game-changer for efficient GPU memory utilization and what makes it a high-throughput serving and inference engine.
September 30, 2025
by Rajashree Mandaogane
· 6,091 Views
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Caching Mechanisms Using Spring Boot With Redis or AWS ElastiCache
From database bottlenecks to lightning-fast APIs, improve your app’s performance by implementing caching in Spring Boot with Redis and ElastiCache for microservices.
September 30, 2025
by Damodhara Reddy Palavali
· 8,011 Views · 3 Likes
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Creating Real-Time Dashboards Using AWS OpenSearch, EventBridge, and WebSockets
Build real-time, serverless dashboards by streaming events with EventBridge, OpenSearch, WebSockets, eliminating polling and delivering instant updates at scale.
September 30, 2025
by Bharath Kumar Reddy Janumpally
· 5,242 Views · 1 Like
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Experts Say This Is the Best LLM for Front-End Tasks
Claude is a leading LLM for front-end development, though success ultimately depends more on implementation practices than on picking a single “best” model.
September 30, 2025
by Philip Piletic DZone Core CORE
· 5,292 Views
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Scoped Filtering: A Practical Bridge to RBAC
Need RBAC but can’t afford an architecture overhaul? Scoped filtering lets you enforce access control at the API level, making it easy to layer onto your existing system.
September 30, 2025
by Aditi Kanaujia
· 2,350 Views · 4 Likes
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The Secret to Fast-Tracking Legacy System Modernization With GenAI
Legacy modernization meets GenAI, as artificial intelligence transforms enterprise IT, unlocks innovation, and accelerates digital transformation.
September 30, 2025
by Nathan Smith
· 2,271 Views · 1 Like
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