Tag

network theory

0 views collected around this technical thread.

DataFunSummit
DataFunSummit
Dec 29, 2024 · Big Data

Ant Group Data Architecture Practice and Upgrade Strategy

This article shares Ant Group's practical experience and evolution of data architecture, covering theoretical foundations, analysis of current challenges, proposed upgrade solutions based on domain‑driven design, and future outlook through complex network theory to improve scalability, governance, and resilience of large‑scale data systems.

Ant GroupBig DataDomain-Driven Design
0 likes · 19 min read
Ant Group Data Architecture Practice and Upgrade Strategy
Model Perspective
Model Perspective
Aug 27, 2024 · Fundamentals

How Mathematics Solves Murder Mysteries: From Galois to Network Theory

This article explores how mathematical concepts—from Galois theory and radian angles to distance‑decay functions and network theory—have been creatively applied to criminal investigations, illustrating real‑world cases of murder, serial killings, and terrorism, and highlighting the growing role of machine‑learning models in crime prediction.

crime predictioncriminologymachine learning
0 likes · 8 min read
How Mathematics Solves Murder Mysteries: From Galois to Network Theory
Model Perspective
Model Perspective
Jun 7, 2024 · Fundamentals

Why Do Scale-Free Networks Dominate? Key Traits and Real-World Uses

Scale-free networks, characterized by a few highly connected hubs and many sparsely linked nodes following a power‑law distribution, are explained through the Barabási‑Albert model, with examples from the Internet and social media illustrating their robustness, vulnerability, and broad applications in complex system design.

Barabási-Albert modelcomplex systemsnetwork theory
0 likes · 4 min read
Why Do Scale-Free Networks Dominate? Key Traits and Real-World Uses