data-driven operations

NetEase Cloud Music Tech Team

Apr 23, 2024 · Mobile Development

Cloud Music User Push Notification Optimization: Practices and Insights

Cloud Music revamped its push‑notification system by separating business and channel layers, integrating a unified delivery platform, tailoring messages to Android manufacturers, adding new push channels, refining frequency and copy controls, and using AI‑generated creatives, which together doubled click‑through rates and nearly doubled total click users within two months.

A/B testingAIGC Content GenerationCloud Music

0 likes · 23 min read

Cloud Music User Push Notification Optimization: Practices and Insights

DataFunTalk

Aug 31, 2023 · Operations

Design and Application of a Store Tagging System for Data‑Driven Retail Operations

This article explains the importance of a store tagging system in retail, outlines a four‑step design process—including business research, data requirement analysis, hierarchical label construction, and implementation—and demonstrates its applications in site selection, inventory allocation, user segmentation, and intelligent decision‑making.

Business Intelligencedata-driven operationslabel design

0 likes · 13 min read

Design and Application of a Store Tagging System for Data‑Driven Retail Operations

ByteDance Data Platform

Aug 16, 2023 · Operations

How LeKe Scaled 1,200 Gyms Using Data‑Driven Ops, Agile Testing & AI Recommendations

In an interview with LeKe CTO Chengshi, the company’s rapid growth is attributed to three data‑powered capabilities—fine‑grained user operation, agile A/B‑testing, and AI‑driven personalized recommendation—enabled by Volcano Engine’s data platform and the data‑flywheel concept.

A/B testingDigital Transformationdata-driven operations

0 likes · 13 min read

How LeKe Scaled 1,200 Gyms Using Data‑Driven Ops, Agile Testing & AI Recommendations

Efficient Ops

Jun 30, 2020 · Operations

How Data Thinking Transforms Modern IT Operations

The article explores the evolution of IT operations from manual to AIOps, explains the concept of data thinking for ops, outlines its benefits for business insight, decision‑making, cost review, and daily habits, and provides practical steps to build a data‑driven ops ecosystem.

AIOpsData ThinkingDevOps

0 likes · 14 min read

How Data Thinking Transforms Modern IT Operations

Didi Tech

Jan 7, 2019 · Operations

Data‑Driven Risk Quantification Platform for SRE at Didi

Didi’s data‑driven Risk Quantification Platform assigns numeric Change Credit and Monitoring Health scores to deployments, alerts and core services, turning operational best‑practice adoption into a competitive game that has raised scores, cut incident rates despite higher change volume, and paves the way for broader risk‑management across the organization.

Risk QuantificationSREdata-driven operations

0 likes · 9 min read

Data‑Driven Risk Quantification Platform for SRE at Didi

Hujiang Technology

Jul 27, 2016 · Big Data

Hujiang Technology Salon: Data Applications – Summaries of Five Expert Talks

On July 23, 2016, Hujiang hosted a technology salon focused on data applications, featuring five expert presentations covering data-driven operations in online education, O2O logistics, e‑commerce recommendation systems, pitfalls in personalization, and deep‑learning‑based image search, accompanied by case studies and visual materials.

Big DataData AnalyticsRecommendation systems

0 likes · 4 min read

Hujiang Technology Salon: Data Applications – Summaries of Five Expert Talks