real‑time data pipeline

ByteDance SYS Tech

Apr 21, 2023 · Operations

How ByteDance Built a Scalable Compute Monitoring System for Million‑Node Data Centers

This article details ByteDance's end‑to‑end design and engineering of a low‑overhead, continuous profiling system that collects, processes, and analyzes resource usage across a million‑scale data center, enabling precise performance optimization and significant CPU cost savings.

Kafkacompute monitoringdata center profiling

0 likes · 14 min read

How ByteDance Built a Scalable Compute Monitoring System for Million‑Node Data Centers

58 Tech

Nov 29, 2019 · Artificial Intelligence

Ranking Strategy Optimization Practices for Commercial Traffic at 58.com

This article details the end‑to‑end optimization of 58.com’s commercial traffic ranking system, covering data‑flow upgrades, advanced feature engineering, real‑time and multi‑task model improvements, and a multi‑factor ranking mechanism, while sharing practical results and future directions.

Rankingfeature engineeringmachine learning

0 likes · 17 min read

Ranking Strategy Optimization Practices for Commercial Traffic at 58.com

58 Tech

Oct 28, 2019 · Artificial Intelligence

Ranking Strategy Optimization Practice in 58 Commercial Traffic

This article details the comprehensive optimization of 58's commercial traffic ranking system, covering data‑flow upgrades, advanced feature engineering, model enhancements—including online training, multi‑task and relevance models—and a multi‑factor ranking mechanism that together improve monetization efficiency and user experience.

Rankinge-commercefeature engineering

0 likes · 16 min read

Ranking Strategy Optimization Practice in 58 Commercial Traffic