Aug 20, 2025 · Operations

How Qunar Automates Hotel Capacity Planning with Predictive Scaling

This article details Qunar's end‑to‑end solution for forecasting traffic spikes, estimating required CPU resources, and automatically scaling hotel services using a combined flow‑calendar, algorithmic prediction, and Ops‑driven auto‑scaling pipeline, improving stability and operational efficiency.

Algorithmic ForecastingAuto ScalingKubernetes

0 likes · 12 min read

How Qunar Automates Hotel Capacity Planning with Predictive Scaling

JD Retail Technology

Jun 15, 2020 · Industry Insights

How JD.com’s Smart Supply Chain Powered the 618 Mega‑Sale: Strategies & Algorithms

The article details JD.com’s Y Business Management Department’s data‑driven, algorithmic approaches to inventory forecasting, replenishment, allocation, and fulfillment during the 618 promotion, describing how big‑data predictions, dynamic programming, ADMM column generation, and cross‑department collaboration optimized costs, reduced stockouts, and enhanced customer experience amid pandemic challenges.

Algorithmic ForecastingBig DataE‑commerce Operations

0 likes · 21 min read

How JD.com’s Smart Supply Chain Powered the 618 Mega‑Sale: Strategies & Algorithms