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Big Data Tech Team
Big Data Tech Team
Mar 18, 2026 · Big Data

From Zero to One: Building Enterprise Data Standards for Data Warehouses

This guide explains why data standards are essential for data warehouses, outlines the four categories of standards, and provides a step‑by‑step process—including research, framework design, template creation, review, implementation, and ongoing maintenance—to help practitioners and interviewees establish robust, business‑aligned data standards.

Data StandardizationData WarehouseMetrics
0 likes · 10 min read
From Zero to One: Building Enterprise Data Standards for Data Warehouses
Didi Tech
Didi Tech
Jul 17, 2023 · Backend Development

Backend Architecture Evolution and Standardization of Didi Ride-Hailing Platform

Didi’s ride‑hailing backend evolved from a monolithic service to a DDD‑split architecture and the DuKang framework, then standardized components, rendering gateways, function access, and logging to solve multi‑terminal inconsistency, complex rendering logic, cross‑process integration, and data visibility, creating a unified cross‑end rendering platform supporting over twenty pages.

Backend ArchitectureData StandardizationDidi
0 likes · 18 min read
Backend Architecture Evolution and Standardization of Didi Ride-Hailing Platform
DataFunSummit
DataFunSummit
Mar 18, 2023 · Big Data

Kuaishou Metric Middle Platform: Architecture, Standardization, and Core Technologies

This article presents Kuaishou's metric middle platform, detailing its three‑year evolution, unified semantic layer design, metric standardization workflow, core technologies such as Headless BI, automated modeling, and a unified metric service, and outlines future directions and a Q&A session.

Automated ModelingData StandardizationHeadless BI
0 likes · 18 min read
Kuaishou Metric Middle Platform: Architecture, Standardization, and Core Technologies
HelloTech
HelloTech
Sep 2, 2022 · Artificial Intelligence

Search and Recommendation Algorithms: Evolution, Common Pipelines, and Integrated Engine Design

The article outlines how search and recommendation systems have evolved from simple hot‑list displays to sophisticated, data‑driven pipelines comprising recall, fine‑ranking and re‑ranking stages, describes an integrated low‑code engine with standardized features, configurable components and intelligent modules that enable rapid deployment across many scenarios, delivering notable CTR, GMV and engagement gains at 哈啰.

Data StandardizationEmbeddingSearch
0 likes · 10 min read
Search and Recommendation Algorithms: Evolution, Common Pipelines, and Integrated Engine Design
HomeTech
HomeTech
Jun 23, 2022 · Artificial Intelligence

Overview of Home Intelligent Recommendation System: Architecture, Design, and Observability

This article presents a comprehensive overview of Home's intelligent recommendation system, detailing its business value, challenges of the previous siloed approach, the platform‑based architecture with standardized capabilities, micro‑service components, and the observability stack that together enable scalable, personalized content delivery for millions of users.

AIData StandardizationMicroservices
0 likes · 11 min read
Overview of Home Intelligent Recommendation System: Architecture, Design, and Observability
Taobao Frontend Technology
Taobao Frontend Technology
May 9, 2020 · Frontend Development

How Alibaba’s Tianma Build System Redefines Front‑End Module Development

This article explains the evolution of Alibaba’s Tianma build platform—from early WordPress sites to modern Rax‑based modular UI—covering its design principles, module concepts, data standardization, dependency de‑duplication, rendering services, multi‑terminal caching, and future directions for front‑end development.

Data StandardizationRaxdependency management
0 likes · 25 min read
How Alibaba’s Tianma Build System Redefines Front‑End Module Development