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Real-Time Data Evolution

@real-time-data-evolution

articles: 11
total claps: 15
top claps: 5
avg read: 10.2 min
active: 2026-02-06 → 2026-04-23

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🔧 · Data Engineering · 10 🎬 · Film & Television · 8 🏛️ · Architecture · 7 GRW · Growth & Analytics · 4 AI · AI · General · 2 ML · Machine Learning · 2 🔓 · Open Source · 2 AGT · AI Agents · 1

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#data-engineering ·10 #database ·5 #sql ·4 #data-streaming ·4 #stream-processing ·3 #data-architecture ·3 #event-stream-processing ·2 #system-architecture ·2 #apache-kafka ·2 #tech-trends ·2

ART TCH AI

CO Community contribution · Real-Time Data Evolution

Apache Flink Alternatives in 2026: When SQL Is Enough

Flink is powerful but demands Java expertise, operational overhead, and a separate serving database. These alternatives handle the common…

Apr 23, 2026 · 12 min read · 5 claps #data-engineering #system-architecture #apache-flink

Apache Flink Alternatives in 2026: When SQL Is Enough

TCH MKT

RI RisingWave Labs · Real-Time Data Evolution

Real-Time Clickstream Analytics to Apache Iceberg with RisingWave Events API (No Kafka Required)

Modern digital products live and die by user behavior signals. Every page view, click, add-to-cart, and purchase carries immediate business…

Feb 06, 2026 · 7 min read · 5 claps #kafka #apache-iceberg #clickstream-analytics

Real-Time Clickstream Analytics to Apache Iceberg with RisingWave Events API (No Kafka Required)

AI TCH MDA

RI RisingWave Labs · Real-Time Data Evolution

RisingWave v2.8: Query Your Lakehouse, Backfill Faster, and Tune Jobs Individually

You Asked for a Unified Streaming-Batch Engine. Here It Is.

Apr 16, 2026 · 7 min read · 2 claps #artificial-intelligence #database #developer-tools

RisingWave v2.8: Query Your Lakehouse, Backfill Faster, and Tune Jobs Individually

ART TCH MDA

CO Community contribution · Real-Time Data Evolution

The Real-Time Data Stack in 2026: Architecture, Tools, and Trade-offs

The modern data stack assumed batch. The real-time data stack assumes streams. Here is how the components fit together in 2026, which tools…

Apr 23, 2026 · 16 min read · 2 claps #data-engineering #data-architecture #data-streaming

The Real-Time Data Stack in 2026: Architecture, Tools, and Trade-offs

ART MDA TCH

CO Community contribution · Real-Time Data Evolution

Kafka Streams vs RisingWave in 2026: When You Need a Database

Kafka Streams is a Java library for stateful stream processing. RisingWave is a streaming database with a SQL interface. They overlap in…

Apr 22, 2026 · 9 min read · 1 claps #data-engineering #apache-kafka #stream-processing

Kafka Streams vs RisingWave in 2026: When You Need a Database

TCH ECO MKT

RI RisingWave Labs · Real-Time Data Evolution

How SHOPLINE Delivered Customer-Facing Real-Time Order Analytics with RisingWave

Design a real-time prediction market backend that handles pricing, settlement, and balances entirely in SQL.

Apr 20, 2026 · 3 min read · 0 claps #data-engineering #event-stream-processing #database

How SHOPLINE Delivered Customer-Facing Real-Time Order Analytics with RisingWave

ART TCH MDA MKT

CO Community contribution · Real-Time Data Evolution

Best CDC Tools for Real-Time Analytics in 2026

Change data capture has split into two categories: pure CDC connectors that ship events to Kafka, and integrated CDC databases that…

Apr 20, 2026 · 12 min read · 0 claps #data-engineering #system-architecture #apache-kafka

Best CDC Tools for Real-Time Analytics in 2026

AI TCH HUM MDA

CO Community contribution · Real-Time Data Evolution

Real-Time Feature Store in 2026: Beyond Batch ML Pipelines

Traditional feature stores (Feast, Tecton) were designed for batch ML training. AI agents in 2026 need features fresh to the second…

Apr 15, 2026 · 13 min read · 0 claps #machine-learning #data-engineering #data-streaming

Real-Time Feature Store in 2026: Beyond Batch ML Pipelines

ART TCH MDA MKT HUM

CO Community contribution · Real-Time Data Evolution

ClickHouse vs RisingWave in 2026: OLAP vs Streaming SQL

ClickHouse is the fastest OLAP database for historical analytics. RisingWave is the leading streaming SQL database for real-time data. They…

Apr 21, 2026 · 9 min read · 0 claps #data-engineering #data-architecture #data-streaming

ClickHouse vs RisingWave in 2026: OLAP vs Streaming SQL

ART MDA AI TCH SCI

CO Community contribution · Real-Time Data Evolution

Real-Time Recommendation System in 2026: Architecture, Algorithms, and SQL

Batch-computed recommendations miss the purchase window. In 2026, streaming SQL closes the gap between what a user just did and what they…

Apr 20, 2026 · 12 min read · 0 claps #recommendation-system #sql #large-language-models

Real-Time Recommendation System in 2026: Architecture, Algorithms, and SQL

ART TCH MDA

CO Community contribution · Real-Time Data Evolution

Materialize Alternatives in 2026: Open Source Options for Streaming SQL

Materialize pioneered streaming SQL materialized views. In 2026, open source alternatives have caught up. In several dimensions, they have…

Apr 21, 2026 · 11 min read · 0 claps #data-engineering #stream-processing #data-architecture