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Tagged articles

Risk Scoring

6 articles · Page 1 of 1
Cloud Architecture
Cloud Architecture
May 25, 2026 · Cloud Native

K8s Deletion Defense: Dual‑Ring Protection with Auth and Validation

The article analyzes the shortcomings of Kubernetes' native delete handling and presents a production‑grade double‑ring protection system that separates authorization and validation, adds buffering, auditing, and risk scoring, and provides detailed design, Go implementation, scaling, and observability guidelines for safe delete operations.

Admission WebhookDeletion ProtectionFinalizer
0 likes · 40 min read
K8s Deletion Defense: Dual‑Ring Protection with Auth and Validation
DataFunSummit
DataFunSummit
May 12, 2023 · Artificial Intelligence

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.

Risk Scoringconsumer lendingcredit risk
0 likes · 17 min read
Applying External Data in Consumer Credit Risk Management: Framework, Evaluation, and Joint Modeling
ITPUB
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.

MySQLRisk ScoringSQL
0 likes · 15 min read
How to Turn MySQL Slow Queries from Passive Pain to Proactive Risk Scores
dbaplus Community
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 PerformanceMySQLRisk Scoring
0 likes · 15 min read
Transform MySQL Slow Queries from Passive Fixes to Proactive Risk Scoring
Qunar Tech Salon
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
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 Scoringrisk defense
0 likes · 11 min read
Evolution of Ctrip's Risk Defense Architecture: From 1.0 System to Ares Platform