productization | BestHub

DataFunSummit

Aug 8, 2023 · Artificial Intelligence

Xiaomi’s Experience in Deploying Intelligent Analytics: Productization, Challenges, and Future Plans

The article shares Xiaomi’s practical experience in building and productizing intelligent analytics, explaining why it is needed, how it integrates with BI, the essential prerequisites, staged implementation, technical challenges, and future roadmap including smart alerts, automated insights, and data Q&A.

AIBI Integrationbig data

0 likes · 15 min read

Xiaomi’s Experience in Deploying Intelligent Analytics: Productization, Challenges, and Future Plans

政采云技术

Feb 14, 2023 · Fundamentals

Understanding Indicator Systems: Definitions, Lifecycle, and Construction Methodology

This article explains the concept of indicator systems, distinguishes result and process metrics, outlines their lifecycle stages, and details a step‑by‑step methodology for designing, naming, modeling, and productizing a comprehensive metric framework to support data‑driven business decisions.

business intelligencedata analyticsdata lifecycle

0 likes · 13 min read

Understanding Indicator Systems: Definitions, Lifecycle, and Construction Methodology

政采云技术

Feb 14, 2023 · Operations

Understanding and Building an Indicator System: Definitions, Lifecycle, and Productization

This article explains the concept of an indicator system, its lifecycle stages, the reasons for building one, detailed construction steps, naming conventions, modeling approaches, and how the system can be productized to support data‑driven business operations.

business analyticsindicator systemmetrics

0 likes · 13 min read

Understanding and Building an Indicator System: Definitions, Lifecycle, and Productization

JD Retail Technology

Jun 29, 2021 · Big Data

The Value of Data and Data Products: From Concept to Practice

This article explains how data has become a critical production resource, outlines the limitations of traditional data‑analysis workflows, defines data products and their components, describes their advantages and key characteristics, and shares practical case studies of data‑product implementations in a large e‑commerce environment.

big datadata analysisdata product

0 likes · 16 min read

The Value of Data and Data Products: From Concept to Practice

Selected Java Interview Questions

Dec 4, 2020 · Product Management

What Is a Middle Platform? Understanding Platformization and Its Role in Enterprise Architecture

This article explains the concept of a middle platform, its purpose in improving system reuse and user responsiveness, the reasons for platformization, the distinction between front‑end, back‑end and middle platforms, and how business and data middle platforms can be evaluated and operated within modern enterprises.

Business ReuseEnterprise Architecturedata platform

0 likes · 14 min read

What Is a Middle Platform? Understanding Platformization and Its Role in Enterprise Architecture

Efficient Ops

Jul 12, 2018 · Big Data

How Sogou Built a Scalable Big Data Platform: Lessons from a User Perspective

This article shares Sogou's journey in constructing a large‑scale big data platform, covering business overview, the evolution of its operations infrastructure, productization practices, security measures, and practical tips for medium‑size teams seeking to add value from data.

Data Securitybig datadata platform

0 likes · 22 min read

How Sogou Built a Scalable Big Data Platform: Lessons from a User Perspective

360 Zhihui Cloud Developer

May 25, 2017 · Operations

How HULK Turned Manual Ops into a Productized Cloud Platform

This article recounts how the 2013 HULK private‑cloud team evolved their operations from manual, repetitive tasks to a fully productized, automated platform, detailing two major upgrades—tooling automation and product‑oriented services—while sharing practical insights on monitoring, alarm management, and user‑centric design.

Cloud Platformautomationmonitoring

0 likes · 12 min read

How HULK Turned Manual Ops into a Productized Cloud Platform

Qunar Tech Salon

Jul 25, 2016 · R&D Management

Aligning Architecture with Business Revenue: Insights from a Senior Ctrip Architect

The article discusses how software architects should shift from being mere technical implementers to aligning architecture design with business profit goals, proposing a top‑down, product‑oriented approach that integrates commercial value, operational efficiency, and ecosystem thinking.

R&D managementbusiness alignmentproductization

0 likes · 10 min read

Aligning Architecture with Business Revenue: Insights from a Senior Ctrip Architect