operations monitoring

Baidu Geek Talk

Jun 8, 2022 · Big Data

Design and Architecture of a Configurable Data Visualization Platform

The article outlines a configurable data‑visualization platform built on four layers—a unified configuration tool, a common compute service, a report‑rendering engine, and an operations dashboard—designed to streamline data acquisition, modeling, multi‑dimensional calculations, and presentation, thereby boosting BI agility, accuracy, extensibility, and insight speed.

ConfigurableData VisualizationPlatform Architecture

0 likes · 19 min read

Design and Architecture of a Configurable Data Visualization Platform

Ctrip Technology

Dec 19, 2018 · Artificial Intelligence

Anomaly Detection in Operations: From Statistical Rules to Deep Learning with LSTM and Real‑Time Streaming

This article describes how a large‑scale operations monitoring system at Ctrip evolved from rule‑based alerts to a deep‑learning‑driven anomaly detection pipeline using LSTM models and Flink streaming, achieving a ten‑fold reduction in alert volume while improving fault detection.

Deep LearningFlinkLSTM

0 likes · 14 min read

Anomaly Detection in Operations: From Statistical Rules to Deep Learning with LSTM and Real‑Time Streaming