Applying External Data in Consumer Credit Risk Management: Framework, Evaluation, and Joint Modeling

This article explains how external data can be integrated into consumer credit risk management, covering the credit risk operating framework, data types needed for acquisition, pre‑loan and post‑loan stages, evaluation methods, challenges of joint modeling, transfer‑learning solutions, and clustering strategies to improve model performance.

consumer lendingcredit riskdata evaluation

0 likes · 17 min read

Applying External Data in Consumer Credit Risk Management: Framework, Evaluation, and Joint Modeling

ITPUB

Nov 10, 2022 · Databases

How to Turn MySQL Slow Queries from Passive Pain to Proactive Risk Scores

This article presents a systematic approach to transform MySQL slow‑query handling from reactive troubleshooting to proactive risk management by defining a scoring model, selecting key metrics, calculating weighted risk indices, and testing the model to prioritize and reduce harmful queries.

SQLmysqlrisk scoring

0 likes · 15 min read

How to Turn MySQL Slow Queries from Passive Pain to Proactive Risk Scores

dbaplus Community

Oct 10, 2021 · Databases

Transform MySQL Slow Queries from Passive Fixes to Proactive Risk Scoring

This article presents a comprehensive MySQL slow‑query risk‑scoring model that quantifies each slow query's impact using metrics such as query count, execution time, lock wait, bytes sent and rows examined, assigns weighted scores up to 100, and demonstrates how the model enables proactive, business‑aligned remediation.

Database PerformanceMetricsmysql

0 likes · 15 min read

Transform MySQL Slow Queries from Passive Fixes to Proactive Risk Scoring

Qunar Tech Salon

Sep 16, 2021 · Databases

Design and Implementation of a MySQL Slow‑Query Risk Scoring Model

This article presents a comprehensive approach to quantifying MySQL slow‑query risk by defining scoring items, establishing boundary values, applying various scoring functions, and integrating business‑level weighting, ultimately enabling proactive identification and remediation of high‑impact slow queries.

Database PerformanceGomysql

0 likes · 16 min read

Design and Implementation of a MySQL Slow‑Query Risk Scoring Model

Ctrip Technology

Oct 8, 2016 · Information Security

Evolution of Ctrip's Risk Defense Architecture: From 1.0 System to Ares Platform

Facing rapid growth in China's OTA market, Ctrip's security team outlines the evolution of its risk defense architecture—from the early .NET-based 1.0 system, through the 1.5 risk‑library, to the 2.0 Ares platform—detailing technical choices, strengths, shortcomings, and future directions for combating black‑market abuse.

Ctriprisk defenserisk scoring

0 likes · 11 min read

Evolution of Ctrip's Risk Defense Architecture: From 1.0 System to Ares Platform