Tagged articles

scenario-driven design

3 articles · Page 1 of 1

Aug 7, 2026 · Big Data

Designing Lampara: Ant Group’s Real‑Time Data Processing System for End‑to‑End SLA Guarantees

The article details Ant Group’s Lampara, a next‑generation real‑time data processing platform that embeds end‑to‑end SLA guarantees, active disaster‑recovery, scenario‑driven development and enhanced operators, showing how it improves reliability, efficiency and cost while supporting large‑scale business scenarios such as flash sales, AI agents and marketing campaigns.

Big DataLamparaSLA

0 likes · 18 min read

Designing Lampara: Ant Group’s Real‑Time Data Processing System for End‑to‑End SLA Guarantees

Weekly Large Model Application

May 5, 2026 · Artificial Intelligence

Why More GPUs and Data Aren’t Enough: Defining Scenarios and Data for Speech Model Training

The article argues that successful speech model training starts with understanding user scenarios, then selecting appropriate data, and finally choosing metrics, detailing six key questions, data sourcing strategies, evaluation criteria, and compliance considerations to avoid the misconception that sheer data volume guarantees performance.

AI trainingSynthetic Datadata collection

0 likes · 6 min read

Why More GPUs and Data Aren’t Enough: Defining Scenarios and Data for Speech Model Training

Baidu MEUX

Oct 11, 2023 · Frontend Development

How Scenario‑Driven Design Revamps Baidu Search’s Design System

This article explains how Baidu Search’s design system was restructured using scenario‑driven thinking, detailing the challenges of asset redundancy and inconsistency, the three‑phase overhaul (unify, engineer, tool), and the resulting improvements in asset clarity, maintainability, and consumption efficiency.

Component LibraryUI/UXasset management

0 likes · 16 min read