Tagged articles

AI tagging

3 articles · Page 1 of 1

Jul 16, 2026 · Backend Development

Building a Scalable Smart Tag System for 100k QPS with AI‑Generated Code

The article explains that while many teams focus on model accuracy, the real challenges of an AI‑powered tagging system are write spikes, timeouts, duplicate tagging, cost overruns and state inconsistency, and it proposes a five‑layer architecture, async fallback, governance and validation practices to reliably achieve a 100 k QPS target.

AI taggingKafkaLLM integration

0 likes · 30 min read

Building a Scalable Smart Tag System for 100k QPS with AI‑Generated Code

Architecture and Beyond

May 1, 2025 · Industry Insights

How Tag Systems Become the Brain of Digital Content – An Architect’s Guide

This article examines tag systems as the neural network of digital content, comparing them with traditional hierarchies, tracing their evolution, outlining business‑driven design steps, and detailing architectural components, non‑functional requirements, integration patterns, and future AI‑enhanced trends.

AI taggingMetadataarchitecture

0 likes · 24 min read

How Tag Systems Become the Brain of Digital Content – An Architect’s Guide

iQIYI Technical Product Team

Mar 27, 2020 · Artificial Intelligence

Advertising Inventory Estimation and Allocation Techniques at iQIYI: From ARIMA to Deep Learning and AI Tagging

iQIYI’s brand‑advertising system combines statistical and ARIMA‑based forecasting, adaptive and deep‑learning models, factorization‑machine regression, large‑scale bipartite‑graph allocation, hierarchical handling of long‑tail dimensions, frequency‑capping constraints, and an AI‑driven video‑tagging pipeline to accurately estimate inventory and dynamically place ads.

AI taggingARIMAAdvertising

0 likes · 26 min read

Advertising Inventory Estimation and Allocation Techniques at iQIYI: From ARIMA to Deep Learning and AI Tagging