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Articles · Rebeauty Atlas

ART TCH MDA

MO Morad Abbou Azaz

I Built a CDC-to-Flink Pipeline and Documented Every Decision That Had to Change

8 architecture decisions, 5 Debezium incidents, 3 corrections — and what a streaming pricing engine looks like after all of them

Aug 07, 2026 · 6 min read · 0 claps #apache-flink #data-engineering #streaming-processing

I Built a CDC-to-Flink Pipeline and Documented Every Decision That Had to Change

ART TCH MDA

BE Belajar 12 Jam

Batch vs Streaming: When to Choose and Why

The choice between batch processing and stream processing is an architectural decision that directly affects infrastructure costs, user…

Apr 21, 2026 · 4 min read · 0 claps #batch-processing #streaming #streaming-processing

Batch vs Streaming: When to Choose and Why

TCH MDA

SV Svetlana Kulish

The Real-Time Data Stack Decoded: Where Pinot, RisingWave, and Snowflake Fit

Hello colleagues,

Apr 15, 2026 · 5 min read · 0 claps paywalled #streaming-processing #snowflake #apache-pinot

AI MDA SOC TCH

GA Gang Tao

Building an AI Agent from Scratch: The Full Story Behind PulseBot

https://github.com/timeplus-io/PulseBot

Apr 06, 2026 · 19 min read · 1 claps #ai-agent #openclaw #timeplus

Building an AI Agent from Scratch: The Full Story Behind PulseBot

AI ECO MDA LIF

RE Renpoo Tsukioka

Everyone is Working Hard and Competing — Why we should look around and reflect on our work —

Recently, I wrote an article with Generative AI. I explained that when processing 10 million rows of data, you don’t need to build a…

Jan 23, 2026 · 2 min read · 0 claps #productivity-hacks #streaming-processing #data-aggregation

Everyone is Working Hard and Competing — Why we should look around and reflect on our work —

MDA

SY SYSTEX Data Lab

從直覺到數據決策 — — 批次與流式處理的核心思維

想像你是一家電商平台的技術主管。黑色星期五即將到來,預計湧入數百萬筆交易。此時,產品經理衝進會議室：「我們需要即時偵測詐欺交易!」資料團隊說：「現在的報表系統每天只跑一次。」CFO 問：「改成即時的要花多少錢?」

Jan 15, 2026 · 5 min read · 0 claps #data-processing #streaming-processing #batch-processing

TCH MDA

FE Febrian Ahmad Isnugraha

From Batch to Real-Time: How Modern Data Processing Works

In modern data-driven systems, how data is processed is just as important as the data itself. Two fundamental approaches dominate data…

Dec 16, 2025 · 3 min read · 0 claps #data-engineering #batch-processing #streaming-processing

From Batch to Real-Time: How Modern Data Processing Works

MDA LIF

GA Gang Tao

New Orleans Current 2025 Observations

Current is Confluent’s annual flagship technology conference, focusing on the Data Streaming field, similar to Apple’s WWDC or Google’s I/O…

Nov 02, 2025 · 28 min read · 0 claps #streaming-processing #real-time-streaming-data #timeplus

TCH MDA

GA Gang Tao

The Past and Present of Stream Processing — A Panoramic View of Open-Source Stream Processing…

In my previous series of articles about the past and present of stream processing, I introduced the development history, technical…

Oct 25, 2025 · 12 min read · 2 claps #streaming-processing #real-time-streaming-data #timeplus

The Past and Present of Stream Processing — A Panoramic View of Open-Source Stream Processing…

AI TCH MDA SCI

GA Gang Tao

The Past and Present of Stream Processing (Part 26): The Ark Built by Independent Developers —…

ArkFlow, released in early 2025, is an experimental Rust-based stream processing engine with a unique feature: deep integration with AI/ML…

Oct 24, 2025 · 8 min read · 0 claps #streaming-processing #real-time-streaming-data #timeplus

The Past and Present of Stream Processing (Part 26): The Ark Built by Independent Developers —…

TCH MDA

GA Gang Tao

The Past and Present of Stream Processing (Part 25): Where Does the Stream Arroyo Flow?

Arroyo is a distributed stream processing engine dedicated to solving a core challenge in modern data infrastructure: enabling engineers…

Oct 22, 2025 · 10 min read · 1 claps #streaming-processing #timeplus #real-time-streaming-data

The Past and Present of Stream Processing (Part 25): Where Does the Stream Arroyo Flow?

TCH MDA

WA Watcharee Skr · CJ Express Tech (TILDI)

Encrypt Streaming Data with Faust Streaming

สำหรับทุกธุรกิจแล้วการที่เราสามารถนำข้อมูลลูกค้ามาวิเคราะห์พฤติกรรมแล้วทำแคมเปญหรือออกโปรโมชั่นสักอย่างออกมาเพื่อชวนให้ลูกค้ามาซื้อของมากขึ้…

May 08, 2023 · 6 min read · 105 claps #encryption #streaming-processing #faust