A Survey on Failure Analysis and Fault Injection in AI Systems
The rapid advancement of Artificial Intelligence (AI) has led to its integration into various
areas, especially with Large Language Models (LLMs) significantly enhancing capabilities …
areas, especially with Large Language Models (LLMs) significantly enhancing capabilities …
Chaos Engineering: A Multi-Vocal Literature Review
J Owotogbe, I Kumara, WJVD Heuvel… - arXiv preprint arXiv …, 2024 - arxiv.org
Organizations, particularly medium and large enterprises, typically today rely heavily on
complex, distributed systems to deliver critical services and products. However, the growing …
complex, distributed systems to deliver critical services and products. However, the growing …
DMSA: A Decentralized Microservice Architecture for Edge Networks
Y Chen, C Lu, Y Huang, C Wu, F Guo, H Lu… - arXiv preprint arXiv …, 2025 - arxiv.org
The dispersed node locations and complex topologies of edge networks, combined with
intricate dynamic microservice dependencies, render traditional centralized microservice …
intricate dynamic microservice dependencies, render traditional centralized microservice …
Real-time and Downtime-tolerant Fault Diagnosis for Railway Turnout Machines (RTMs) Empowered with Cloud-Edge Pipeline Parallelism
Railway Turnout Machines (RTMs) are mission-critical components of the railway
transportation infrastructure, responsible for directing trains onto desired tracks. For safety …
transportation infrastructure, responsible for directing trains onto desired tracks. For safety …
Flow-of-Action: SOP Enhanced LLM-Based Multi-Agent System for Root Cause Analysis
In the realm of microservices architecture, the occurrence of frequent incidents necessitates
the employment of Root Cause Analysis (RCA) for swift issue resolution. It is common that a …
the employment of Root Cause Analysis (RCA) for swift issue resolution. It is common that a …