Eadro: An end-to-end troubleshooting framework for microservices on multi-source data

C Lee, T Yang, Z Chen, Y Su… - 2023 IEEE/ACM 45th …, 2023 - ieeexplore.ieee.org
The complexity and dynamism of microservices pose significant challenges to system
reliability, and thereby, automated troubleshooting is crucial. Effective root cause localization …

B-MEG: Bottlenecked-microservices extraction using graph neural networks

G Somashekar, A Dutt, R Vaddavalli… - Companion of the 2022 …, 2022 - dl.acm.org
The microservices architecture enables independent development and maintenance of
application components through its fine-grained and modular design. This has enabled …

Reducing the tail latency of microservices applications via optimal configuration tuning

G Somashekar, A Suresh, S Tyagi… - … Computing and Self …, 2022 - ieeexplore.ieee.org
The microservice architecture is an architectural style for designing applications that
supports a collection of fine-grained and loosely-coupled services, called microservices …

GAMMA: Graph Neural Network-Based Multi-Bottleneck Localization for Microservices Applications

G Somashekar, A Dutt, M Adak… - Proceedings of the …, 2024 - dl.acm.org
Microservices architecture is quickly replacing monolithic and multi-tier architectures as the
implementation choice for large-scale web applications as it allows independent …

A conceptual antifragile microservice framework for reshaping critical infrastructures

H Bangui, B Rossi, B Buhnova - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Recently, microservices have been examined as a solution for reshaping and improving the
flexibility, scalability, and maintainability of critical infrastructure systems. However …

Efficient Unsupervised Latency Culprit Ranking in Distributed Traces with GNN and Critical Path Analysis

M Panahandeh, N Ezzati-Jivan… - Companion of the 15th …, 2024 - dl.acm.org
Microservices offer the benefits of scalable flexibility and rapid deployment, making them a
preferred architecture in today's IT industry. However, their dynamic nature increases their …

[HTML][HTML] Distributed Traces of Microservices Architecture: Publicly Available Datasets

A Tiwari - Abhishek Tiwari, 2024 - abhishek-tiwari.com
Distributed Traces of Microservices Architecture: Publicly Available Datasets Abhishek Tiwari
Abhishek Tiwari Home Author About Publications Presentations Articles Archive Tags …