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Data Standardization

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DataFunSummit
DataFunSummit
Dec 1, 2023 · Big Data

Bilibili's Event Tracking Standardization: Practices, Challenges, and Future Directions

This article details Bilibili's comprehensive approach to standardizing event tracking (埋点), covering its definition, data pipeline, common business issues, metadata‑driven management strategies, efficiency gains, and future prospects for unified real‑time and batch processing.

Big DataBilibiliData Standardization
0 likes · 21 min read
Bilibili's Event Tracking Standardization: Practices, Challenges, and Future Directions
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.

Data StandardizationDidiRide-hailing
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.

Big DataData StandardizationKuaishou
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 StandardizationRankingSearch
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 StandardizationObservability
0 likes · 11 min read
Overview of Home Intelligent Recommendation System: Architecture, Design, and Observability