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DaTaobao Tech
DaTaobao Tech
Mar 1, 2022 · Artificial Intelligence

Cold‑Start Optimization for Content Recommendation on Alibaba’s Home‑Decor Platform

Alibaba’s home‑decor platform introduced a two‑stage cold‑start pipeline—Uniform Guarantee and Boost Amplification—combined with a Wide & Deep content‑potential model that predicts new item popularity, dramatically reducing exposure latency, boosting click‑through rates by ~8 % and overall exposure by 13 %.

A/B-testingAlibabaContent Distribution
0 likes · 13 min read
Cold‑Start Optimization for Content Recommendation on Alibaba’s Home‑Decor Platform
21CTO
21CTO
Nov 27, 2021 · Backend Development

Three Common System Architecture Patterns Every Backend Engineer Should Know

This article introduces three widely used system architecture designs—single‑database single‑application, content distribution with CDN/OSS, and read‑write separation with master‑slave databases and Elasticsearch—detailing their structures, advantages, disadvantages, and typical usage scenarios.

CDNContent DistributionElasticsearch
0 likes · 7 min read
Three Common System Architecture Patterns Every Backend Engineer Should Know
iQIYI Technical Product Team
iQIYI Technical Product Team
Jun 4, 2021 · Artificial Intelligence

Intelligent Video Budget Pacing System for Online Video Platforms

An ecosystem‑wide intelligent promotion system applies a budget‑pacing algorithm with probabilistic throttling and fine‑ranking score adjustments in 5‑minute slots, guaranteeing uniform video exposure while minimizing impact on overall consumption, boosting daily exposure completion from under 5 % to up to 70 % and reducing watch‑time loss.

Content Distributionalgorithmbudget pacing
0 likes · 10 min read
Intelligent Video Budget Pacing System for Online Video Platforms
Youku Technology
Youku Technology
Aug 7, 2020 · Cloud Computing

Alibaba's FaaS Platform for Content Distribution: Design and Implementation

Alibaba’s FaaS platform for Youku content distribution replaces traditional Java services with a gateway‑driven, containerized function runtime and one‑stop development/ops portal, delivering low‑cost development, isolated JVM execution, transparent monitoring, and rapid API and data‑source integration, dramatically speeding iteration while addressing classloader and lifecycle challenges.

AlibabaBackend DevelopmentContent Distribution
0 likes · 15 min read
Alibaba's FaaS Platform for Content Distribution: Design and Implementation
Alibaba Cloud Developer
Alibaba Cloud Developer
Aug 5, 2020 · Cloud Computing

How Alibaba’s FaaS Platform Boosts Content Delivery with Serverless Tech

This article outlines the design, key technical challenges, and practical implementation of Alibaba’s Youku FaaS platform, detailing its architecture, runtime environment, development workflow, and how serverless functions improve development efficiency, deployment speed, resource isolation, and operational monitoring for large‑scale content distribution.

Backend DevelopmentContent DistributionFaaS
0 likes · 17 min read
How Alibaba’s FaaS Platform Boosts Content Delivery with Serverless Tech
网易UEDC
网易UEDC
Nov 6, 2019 · Product Management

How to Boost Platform Content Exposure with Smart Node‑Based Distribution

This article explores how designing various content nodes—based on user behavior, preferences, identity, social relationships, time, location, and multi‑dimensional attributes—can dramatically improve the efficiency and personalization of content distribution across digital platforms.

Content Distributionnode designpersonalization
0 likes · 10 min read
How to Boost Platform Content Exposure with Smart Node‑Based Distribution
Youku Technology
Youku Technology
Aug 6, 2019 · Artificial Intelligence

Interview with Alibaba Senior Tech Expert Xin Shi on 5G, AI, and Ultra‑HD Video Technology at Youku

In a LiveVideoStack interview, Alibaba senior technologist Xin Shi explains how 5G‑enabled ultra‑HD, cross‑domain VR streaming, and stereoscopic vision will reshape Youku’s video pipeline—leveraging e‑commerce scalability, AI‑driven recommendation, cloud‑edge CDN scheduling, deep‑learning up‑scaling, and a result‑oriented engineering culture to deliver immersive, interactive experiences.

5GAICloud CDN
0 likes · 16 min read
Interview with Alibaba Senior Tech Expert Xin Shi on 5G, AI, and Ultra‑HD Video Technology at Youku
网易UEDC
网易UEDC
Feb 25, 2019 · Product Management

How to Design Effective Content Distribution for Platforms: A LOFTER Case Study

This article examines the core challenges of content distribution on LOFTER, outlines a universal distribution framework based on content, channels, and users, analyzes content organization structures, production controls, value assessment, and channel strategies, and proposes improvements for LOFTER's ecosystem.

Content DistributionLOFTERProduct Design
0 likes · 12 min read
How to Design Effective Content Distribution for Platforms: A LOFTER Case Study