risk identification

JD Tech

Jan 25, 2024 · Fundamentals

Code Visualization: Core Concepts, Implementation Methods, and Application Scenarios

This article explains the fundamentals of code visualization, why it is needed, presents several real‑world scenarios, and details both static (source‑based and bytecode‑based) and dynamic analysis techniques for generating call graphs, along with their advantages, disadvantages, tools, and case studies.

Dynamic Analysiscall graphcode visualization

0 likes · 11 min read

Code Visualization: Core Concepts, Implementation Methods, and Application Scenarios

Qunhe Technology Quality Tech

Apr 28, 2023 · Operations

How a Change Control Platform Automates Inspection, Regression, and Risk Management

This article explains how a unified change control platform consolidates change data, enables configurable inspection and regression triggers across services, identifies risky changes, and presents statistical results to improve operational reliability and risk mitigation.

Automationchange managementinspection

0 likes · 6 min read

How a Change Control Platform Automates Inspection, Regression, and Risk Management

AntTech

Feb 24, 2021 · Artificial Intelligence

Ant Group's Self‑Developed Graph Neural Network Research: GeniePath and Bandit Sampler

This article introduces the fundamentals of graph neural networks, explains their expressive power for relational risk identification, and details Ant Group's innovations—including the GeniePath architecture and a bandit‑based sampling optimizer—that achieve superior performance on benchmark datasets.

GNNGeniePathMachine Learning

0 likes · 7 min read

Ant Group's Self‑Developed Graph Neural Network Research: GeniePath and Bandit Sampler