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The Latest Data Engineering Topics

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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
· 4,540 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
· 1,598 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
· 2,301 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
· 2,857 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
· 5,461 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
· 7,594 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
· 4,938 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
· 4,796 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
· 2,212 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
· 2,172 Views · 1 Like
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Master Advanced Error-Handling to Make PySpark Pipelines Production-Ready
PySpark jobs often fail because of bad data, network issues, or logic errors. Sometimes, after hours of processing. Learn how to make your Spark pipelines more reliable.
September 30, 2025
by Ram Ghadiyaram DZone Core CORE
· 4,965 Views · 6 Likes
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AI Risks in Product
We explore why product professionals risk sleepwalking into strategic irrelevance by over-trusting AI, relying on flawed metrics, and losing direct customer insight.
September 30, 2025
by Stefan Wolpers DZone Core CORE
· 2,427 Views · 1 Like
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How to Integrate AI APIs Into Your Projects
AI APIs don’t have to be a nightmare, secure your keys, modularize calls, handle errors, and you’ll turn chaos into clean, scalable code.”
September 29, 2025
by Devesh Garg
· 2,919 Views · 1 Like
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A Guide to Using Browser Network Calls for Data Processing
This article will cover how I got the viral Dubai Chocolate Pistachio Shake using basic network calls and built a scalable cloud infrastructure for ML services.
September 29, 2025
by Rajesh Vakkalagadda
· 5,486 Views · 3 Likes
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Error Budgets 2.0 Agentic AI for SLO-Apprehensive Deployments
The article introduces error budgets 2.0, a new approach that uses agentic AI to make deployments SLO-aware and proactive rather than reactive.
September 29, 2025
by Sajal Nigam
· 1,938 Views · 1 Like
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*You* Can Shape Trend Reports: Join DZone's Database Systems Research
Help shape our next research! Share your experiences with database types, cloud migration, security and observability practices, real-time analytics, and more.
Updated September 29, 2025
by DZone Editorial
· 58,259 Views · 36 Likes
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Build a Face-Matching ID Scanner With ReactJS and AI
Create a ReactJS component to match webcam faces to ID photos using AI, all client-side. Great for fast prototyping of secure apps like banking or event check-ins.
September 29, 2025
by Rajiv Gadda
· 3,828 Views
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Better Data Beats Better Models: The Case for Data Quality in ML
A deep dive into the importance of data quality and strategies for improvement. We also analyze some real-world examples demonstrating the importance of data quality.
September 29, 2025
by Madhura Raut
· 1,932 Views · 3 Likes
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Federated Learning: Training Models Without Sharing Raw Data
Federated learning enables collaborative AI by training models where data lives, sharing only updates — not raw data — to ensure privacy, compliance, and trust.
September 26, 2025
by Saisuman Singamsetty
· 3,566 Views · 3 Likes
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Networking’s Open Source Era Is Just Getting Started
Open source is transforming networking from slow, standards-driven protocols into agile, programmable, Kubernetes-ready infrastructure.
September 26, 2025
by Nico Vibert
· 5,361 Views · 3 Likes
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