Platform Architecture

ByteDance Data Platform

Nov 27, 2024 · Big Data

Inside Douyin’s Data Asset Platform: Transforming Data Lineage and Governance

Douyin Group’s data asset management platform introduces a systematic "manage, find, use" approach that unifies metadata collection, full‑coverage data lineage, and a suite of applications across development, governance, asset utilization, and security, while outlining its architecture, modeling, quality metrics, and future roadmap.

Platform Architecturebig datadata governance

0 likes · 14 min read

Inside Douyin’s Data Asset Platform: Transforming Data Lineage and Governance

Zhuanzhuan Tech

Nov 25, 2024 · Big Data

Design and Evolution of a R&D Measurement Platform: Architecture, Data Governance, and Interactive Analytics

This article details the purpose, technical evolution, architecture, data‑source unification, dimensional modeling, data‑warehouse layering, SQL‑as‑metric approach, and interactive design of a measurement platform built to improve R&D efficiency through systematic data collection and visualization.

BIPlatform ArchitectureR&D metrics

0 likes · 32 min read

Design and Evolution of a R&D Measurement Platform: Architecture, Data Governance, and Interactive Analytics

转转QA

Nov 22, 2024 · R&D Management

Design and Evolution of Zhuanzhuan's R&D Measurement Platform

This article details the purpose, technical evolution, data governance, data modeling, warehouse layering, SQL‑based metric definition, and interactive design of Zhuanzhuan's measurement platform, illustrating how systematic data collection and visualization improve R&D efficiency, accuracy, and decision‑making.

BIEfficiency MeasurementPlatform Architecture

0 likes · 30 min read

Design and Evolution of Zhuanzhuan's R&D Measurement Platform

Bilibili Tech

Nov 22, 2024 · Product Management

Crowdsourced Testing Platform for Bilibili: Background, Challenges, Risks, and Management

Bilibili launched a crowdsourced testing platform that mobilizes its engaged head‑users to run product tests across diverse devices, addressing limited professional resources and scenario mismatches, while mitigating information leakage, security, and compliance risks through confidentiality agreements, whitelist access, and an intelligent management mini‑program that tracks recruitment, feedback quality, and incentives.

Platform ArchitectureUser Researchcrowdsourced testing

0 likes · 18 min read

Crowdsourced Testing Platform for Bilibili: Background, Challenges, Risks, and Management

DataFunTalk

Nov 10, 2024 · Big Data

Douyin Group Data Asset Management Platform and Data Lineage Architecture Overview

This article provides a comprehensive overview of Douyin Group's data asset management platform, detailing the evolution, architecture, and applications of its large‑scale data lineage system, and discusses future directions for enhancing data quality, cost efficiency, and security across the organization.

Platform Architecturebig datadata governance

0 likes · 15 min read

Douyin Group Data Asset Management Platform and Data Lineage Architecture Overview

ByteDance Data Platform

Oct 30, 2024 · Big Data

How Volcano Engine’s DataLeap Platform Transforms Data Service Management

Volcano Engine’s DataLeap platform offers a unified API service solution that transforms raw data into reliable, secure data services, featuring full lifecycle management, monitoring, permission control, rate limiting, and visual API orchestration to simplify complex data workflows and improve operational efficiency across big-data scenarios.

API OrchestrationData ServicePlatform Architecture

0 likes · 21 min read

How Volcano Engine’s DataLeap Platform Transforms Data Service Management

Kuaishou Tech

Sep 20, 2024 · Artificial Intelligence

Building an LLM-Based Agent Platform for Enterprise Commercialization: Strategies, Architecture, and Practical Insights

This article details the strategic development and technical architecture of SalesCopilot, an LLM-driven agent platform designed for enterprise commercialization, highlighting the implementation of RAG and agent technologies, addressing practical challenges, and sharing key insights for building scalable AI applications.

AI agentsAI evaluationPlatform Architecture

0 likes · 15 min read

Building an LLM-Based Agent Platform for Enterprise Commercialization: Strategies, Architecture, and Practical Insights

DataFunTalk

May 4, 2024 · Big Data

JD Retail Data Visualization Platform: Product Practice and Insights

This article presents an in‑depth overview of JD.com’s retail data visualization platform, detailing its product matrix—including EasyBI, a low‑code platform, and JDV large‑screen tool—its architectural layers, key capabilities, business case studies, challenges faced, and future development directions.

JD.comPlatform Architectureanalytics

0 likes · 14 min read

JD Retail Data Visualization Platform: Product Practice and Insights

DevOps

Apr 10, 2024 · Operations

Unified R&D Efficiency Platform: Design, Implementation, and Business Impact

This article analyzes a unified R&D efficiency platform from a DevOps perspective, detailing its definition, core components, workflow modules, business case applications, challenges, and future directions to improve organizational agility and delivery quality.

AgileContinuous DeliveryDevOps

0 likes · 16 min read

Unified R&D Efficiency Platform: Design, Implementation, and Business Impact

JD Retail Technology

Mar 22, 2024 · Backend Development

Analysis of JD's Middle‑Platform Evolution and the Underlying Matrix Technical Framework

This article examines JD's practical implementation of middle‑platform (中台) evolution, detailing the design rationale, the Matrix support framework, hot‑deployment mechanisms, class‑loader isolation, and business‑identity principles to illustrate how the architecture improves delivery speed and modularity.

ClassLoaderHot DeploymentJava

0 likes · 32 min read

Analysis of JD's Middle‑Platform Evolution and the Underlying Matrix Technical Framework

Architecture Development Notes

Mar 18, 2024 · Operations

Designing an Operations Platform: Architecture, Core Components, and Extensions

This article explains how an operations platform can automate and streamline IT management by detailing its core value, essential components such as CMDB, monitoring, automation tools, ticketing, and analytics, and outlining implementation steps, technology choices, and advanced extensions like AI and DevOps integration.

CMDBDevOpsPlatform Architecture

0 likes · 7 min read

Designing an Operations Platform: Architecture, Core Components, and Extensions

DataFunSummit

Jan 5, 2024 · Artificial Intelligence

Multimodal Large Model Platform: History, Architecture, Practices, and Future Outlook by Jiuzhang Yunji DataCanvas

This article reviews the evolution of multimodal large models, introduces Jiuzhang Yunji DataCanvas' multimodal model platform—including AI foundation software, model tools, serving, and prompt management—shares practical building methods, memory‑augmented models, ETL pipelines, knowledge‑base applications, and offers a forward‑looking perspective on enterprise data management and intelligent agents.

AI Foundation SoftwareLarge ModelsPlatform Architecture

0 likes · 14 min read

Multimodal Large Model Platform: History, Architecture, Practices, and Future Outlook by Jiuzhang Yunji DataCanvas

DataFunSummit

Dec 23, 2023 · Big Data

Common Optimization Points in Building a User Portrait Platform

The presentation by Zhang Xinglong, head of the user understanding center's portrait platform backend, outlines the platform's overall architecture, core module optimizations, advanced crowd creation techniques, bitmap usage, and industry trends, helping the audience understand platform importance, performance improvements, and future directions.

Platform Architecturebackendbig data

0 likes · 3 min read

Common Optimization Points in Building a User Portrait Platform

DataFunTalk

Dec 15, 2023 · Big Data

Zhihu Bridge Platform: Internal Marketing Architecture, Challenges, and Optimizations

This article presents a comprehensive overview of Zhihu's Bridge Platform internal marketing module, detailing its background, business logic, product components such as CDP, activity and delivery platforms, architectural layers, performance bottlenecks, optimization techniques—including distributed transactions, bitmap indexing, and vectorized query execution—and future directions toward marketing automation and intelligence.

CDPDorisPerformance Optimization

0 likes · 28 min read

Zhihu Bridge Platform: Internal Marketing Architecture, Challenges, and Optimizations

DataFunSummit

Oct 7, 2023 · Artificial Intelligence

MLOps Implementation in Network Intelligence: Jiutian Platform Overview

This article presents the Jiutian Network Intelligence platform’s MLOps implementation at China Mobile, detailing its AI engineering workflow, platform functional and technical architecture, technology selections, model deployment, monitoring, and operational challenges, and shares insights on scaling AI services across 31 provinces.

AI EngineeringMLOpsNetwork Intelligence

0 likes · 20 min read

MLOps Implementation in Network Intelligence: Jiutian Platform Overview

DataFunTalk

Sep 12, 2023 · Big Data

Building an Intelligent Data Governance Platform at NetEase Cloud Music: Architecture, Practices, and Future Plans

This article presents a comprehensive case study of NetEase Cloud Music’s metadata‑driven intelligent governance platform, detailing its scale, construction background, modular architecture, rule‑based automation, practical deployment, and future roadmap for sustainable data ecosystem management.

Platform Architectureautomationbig data

0 likes · 22 min read

Building an Intelligent Data Governance Platform at NetEase Cloud Music: Architecture, Practices, and Future Plans

58 Tech

Sep 7, 2023 · Backend Development

Kylin: 58’s Integrated Performance Testing Platform – Architecture, Features, and Future Roadmap

The article introduces Kylin, 58’s self‑developed one‑stop performance testing platform, detailing its background, development stages, core modules such as management console, test engine, scheduler, data monitoring and report aggregation, as well as its architecture, SCF support, task scheduling, data collection, reporting mechanisms, practical results and future roadmap.

Platform ArchitectureSCFbackend development

0 likes · 17 min read

Kylin: 58’s Integrated Performance Testing Platform – Architecture, Features, and Future Roadmap

php中文网 Courses

Apr 18, 2023 · Backend Development

Architecture Overview of the RunnerGo Testing Platform

The RunnerGo testing platform provides API debugging, automation, and performance testing through a multi‑service online architecture that includes management, engine, collector, front‑end, and various middleware components such as Redis, MySQL, MongoDB, Kafka, and Nginx, illustrated with architecture and process diagrams.

API testingBackend ServicesPlatform Architecture

0 likes · 3 min read

Architecture Overview of the RunnerGo Testing Platform

DataFunSummit

Apr 9, 2023 · Big Data

Expert Interview: Architecture and Trends of Big Data Platforms

This article presents a comprehensive interview with several big‑data platform experts, outlining the core components such as data integration, storage and computation, distributed scheduling, and query analysis, while also highlighting current challenges, best‑practice tools, and future trends in big‑data architecture.

OLAPPlatform ArchitectureReal-time Processing

0 likes · 10 min read

Expert Interview: Architecture and Trends of Big Data Platforms

DataFunTalk

Mar 31, 2023 · Big Data

Bilibili's Big Data Development Governance Platform: Architecture, Challenges, and Strategies

This article presents an in‑depth overview of Bilibili’s big data development governance platform, detailing its architecture, the pain points of platform construction, data‑driven methodology, product strategy, and practical solutions for data integration, quality, cost, and security governance across large‑scale data operations.

BilibiliData qualityPlatform Architecture

0 likes · 35 min read

Bilibili's Big Data Development Governance Platform: Architecture, Challenges, and Strategies