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Articles · Rebeauty Atlas

ART TCH LIF MDA

SH Shabana Khanam

The 8 Data Pipeline Patterns Every Engineer Must Know (Ranked by Real-World Adoption)

A practical field guide — from legacy ETL to event-driven architectures — with the tools, trade-offs, and honest ranking of what the…

Apr 21, 2026 · 12 min read · 1 claps #etl-data-pipeline #kafka #kappa-architecture

The 8 Data Pipeline Patterns Every Engineer Must Know (Ranked by Real-World Adoption)

ART MDA HUM

GA Ganesh kumar KANAGAVEL

Architecting Trust: The Philosophy and Patterns of Modern Data Platforms

Building a data platform is rarely just a technical challenge; it is a business imperative. In enterprise-scale environments, the gap…

Apr 18, 2026 · 5 min read · 1 claps #data-streaming #apache-flink #big-data

ART TCH AI SCI

KO KOULODJI Dona Éric

UNDERSTAND DATA ARCHITECTURES MODERNS

À l’ère de l’intelligence artificielle, les données sont comme du carburants pour les motos,les voitures etc… Sans données,L’IA n’existe…

Jan 06, 2026 · 3 min read · 0 claps #data-science #software-architecture #aws-lambda

ART TCH MDA

AL Aliakbar Hosseinzadeh

Data Architecture Patterns — Kappa Architecture (Stream-First Data Pipelines for Real-Time…

If your data never stops moving — clicks, sensor signals, transactions, network events — traditional “batch-first” thinking starts to feel…

Dec 30, 2025 · 3 min read · 1 claps #kappa-architecture #real-time-streaming-data #event-streaming

Data Architecture Patterns — Kappa Architecture (Stream-First Data Pipelines for Real-Time…

ART TCH

MA Manjinder Singh

Lambda vs Kappa Architecture

How to Choose Your Stream Processing Blueprint Without Losing Your Mind

Dec 29, 2025 · 4 min read · 0 claps #data-engineering #kappa-architecture #lambda-architecture

ART TCH MDA

GE George Zefkilis · Data Engineer Things

Kappa Architecture in Action — From Sensors to Dashboards with Kafka, Spark Streaming, StarRocks…

Hello again fellow technology enthusiasts.

Oct 17, 2025 · 10 min read · 4 claps #streaming #data-engineering #spark-streaming

Kappa Architecture in Action — From Sensors to Dashboards with Kafka, Spark Streaming, StarRocks…

ART TCH

AA Aakeef

Data Engineering Architectures — Part 2

This is a continued part of Data Engineering Architectures. (previous part 1 blog)

Jun 04, 2025 · 11 min read · 14 claps #data-architecture #kappa-architecture #lamda

ART

LI Lionel Nguyen

Improve the ingestion pipeline with Kappa Architecture and Appsflyer Push API

AppsFlyer’s Push API can be used as an alternative to the Pull API for ingesting raw data in your pipeline, and it’s well-suited for a…

May 27, 2025 · 8 min read · 0 claps #kappa-architecture

ART

LI Lionel Nguyen

Kappa Architecture

Kappa Architecture is a data processing framework designed for handling large-scale, real-time data streams in a unified way, simplifying…

May 27, 2025 · 10 min read · 0 claps #kappa-architecture

ART TCH

SA Satyavarssheni

Demystifying Modern Data Architectures: Lambda, Kappa, Delta & Medallion

In today’s data-driven world, choosing the right data architecture is crucial for building robust, scalable, and intelligent systems…

May 25, 2025 · 4 min read · 2 claps #data-architecture #data-design #lambda-architecture

Demystifying Modern Data Architectures: Lambda, Kappa, Delta & Medallion

ART TCH

RA Ravikiran durbha · Business Intelligence and Analytics

Lambda or Kappa

Evolution of Data Processing Architectures

Mar 15, 2022 · 5 min read · 3 claps #data-processing #lambda-architecture #kappa-architecture