Can an LLM Detect Instances of Microservice Infrastructure Patterns?
Fuente:
arXiv
Saved in:
| Main Authors: | Duarte, Carlos Eduardo, Harrison, Neil B., Correia, Filipe Figueiredo, Aguiar, Ademar, Gonçalves, Pavlína |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Automated Microservice Pattern Instance Detection Using Infrastructure-as-Code Artifacts and Large Language Models
by: Duarte, Carlos Eduardo
Published: (2025)
by: Duarte, Carlos Eduardo
Published: (2025)
Requirements for Active Assistance of Natural Questions in Software Architecture
by: Lemos, Diogo, et al.
Published: (2025)
by: Lemos, Diogo, et al.
Published: (2025)
Multi-Language Detection of Design Pattern Instances
by: Andrade, Hugo, et al.
Published: (2025)
by: Andrade, Hugo, et al.
Published: (2025)
LLM-Based Robustness Testing of Microservice Applications: An Empirical Study
by: Tigulla, Hrushitha Goud, et al.
Published: (2026)
by: Tigulla, Hrushitha Goud, et al.
Published: (2026)
Research on Efficiency Analysis of Microservices
by: Chen, Abel C. H.
Published: (2023)
by: Chen, Abel C. H.
Published: (2023)
Using a Feedback Loop for LLM-based Infrastructure as Code Generation
by: Palavalli, Mayur Amarnath, et al.
Published: (2024)
by: Palavalli, Mayur Amarnath, et al.
Published: (2024)
Are GNNs Actually Effective for Multimodal Fault Diagnosis in Microservice Systems?
by: Gao, Fei, et al.
Published: (2025)
by: Gao, Fei, et al.
Published: (2025)
Refactoring Towards Microservices: Preparing the Ground for Service Extraction
by: Peixoto, Rita, et al.
Published: (2025)
by: Peixoto, Rita, et al.
Published: (2025)
Agentic Memory Enhanced Recursive Reasoning for Root Cause Localization in Microservices
by: Zhang, Lingzhe, et al.
Published: (2026)
by: Zhang, Lingzhe, et al.
Published: (2026)
Hypothesize-Then-Verify: Speculative Root Cause Analysis for Microservices with Pathwise Parallelism
by: Zhang, Lingzhe, et al.
Published: (2026)
by: Zhang, Lingzhe, et al.
Published: (2026)
AI Techniques in the Microservices Life-Cycle: A Systematic Mapping Study
by: Moreschini, Sergio, et al.
Published: (2023)
by: Moreschini, Sergio, et al.
Published: (2023)
Operationalizing Document AI: A Microservice Architecture for OCR and LLM Pipelines in Production
by: Fehlis, Yao, et al.
Published: (2026)
by: Fehlis, Yao, et al.
Published: (2026)
Detecting Privilege Escalation in Polyglot Microservices via Agentic Program Analysis
by: Li, Penghui, et al.
Published: (2026)
by: Li, Penghui, et al.
Published: (2026)
Towards In-Depth Root Cause Localization for Microservices with Multi-Agent Recursion-of-Thought
by: Zhang, Lingzhe, et al.
Published: (2026)
by: Zhang, Lingzhe, et al.
Published: (2026)
A Microservice-Based Platform for Sustainable and Intelligent SLO Fulfilment and Service Management
by: Herrera, Juan Luis, et al.
Published: (2026)
by: Herrera, Juan Luis, et al.
Published: (2026)
Adaptive Root Cause Localization for Microservice Systems with Multi-Agent Recursion-of-Thought
by: Zhang, Lingzhe, et al.
Published: (2025)
by: Zhang, Lingzhe, et al.
Published: (2025)
MONO2REST: Identifying and Exposing Microservices: a Reusable RESTification Approach
by: Lecrivain, Matthéo, et al.
Published: (2025)
by: Lecrivain, Matthéo, et al.
Published: (2025)
Can LLM Generate Regression Tests for Software Commits?
by: Liu, Jing, et al.
Published: (2025)
by: Liu, Jing, et al.
Published: (2025)
InterTrans: Leveraging Transitive Intermediate Translations to Enhance LLM-based Code Translation
by: Macedo, Marcos, et al.
Published: (2024)
by: Macedo, Marcos, et al.
Published: (2024)
The Readability Spectrum: Patterns, Issues, and Prompt Effects in LLM-Generated Code
by: Ye, Hengzhi, et al.
Published: (2026)
by: Ye, Hengzhi, et al.
Published: (2026)
Tracing and Metrics Design Patterns for Monitoring Cloud-native Applications
by: Albuquerque, Carlos, et al.
Published: (2025)
by: Albuquerque, Carlos, et al.
Published: (2025)
Root Cause Localization for Microservice Systems in Cloud-edge Collaborative Environments
by: Zhu, Yuhan, et al.
Published: (2024)
by: Zhu, Yuhan, et al.
Published: (2024)
A Methodology for Selecting and Composing Runtime Architecture Patterns for Production LLM Agents
by: Srinivasan, Vasundra
Published: (2026)
by: Srinivasan, Vasundra
Published: (2026)
E2E-REME: Towards End-to-End Microservices Auto-Remediation via Experience-Simulation Reinforcement Fine-Tuning
by: Zhang, Lingzhe, et al.
Published: (2026)
by: Zhang, Lingzhe, et al.
Published: (2026)
Specification and Detection of LLM Code Smells
by: Mahmoudi, Brahim, et al.
Published: (2025)
by: Mahmoudi, Brahim, et al.
Published: (2025)
Can LLMs Replace Human Evaluators? An Empirical Study of LLM-as-a-Judge in Software Engineering
by: Wang, Ruiqi, et al.
Published: (2025)
by: Wang, Ruiqi, et al.
Published: (2025)
Weakly Supervised Vulnerability Localization via Multiple Instance Learning
by: Gu, Wenchao, et al.
Published: (2025)
by: Gu, Wenchao, et al.
Published: (2025)
Towards Comprehensive Benchmarking Infrastructure for LLMs In Software Engineering
by: Rodriguez-Cardenas, Daniel, et al.
Published: (2026)
by: Rodriguez-Cardenas, Daniel, et al.
Published: (2026)
scicode-lint: Detecting Methodology Bugs in Scientific Python Code with LLM-Generated Patterns
by: Samsonau, Sergey V.
Published: (2026)
by: Samsonau, Sergey V.
Published: (2026)
Designing LLM-based Multi-Agent Systems for Software Engineering Tasks: Quality Attributes, Design Patterns and Rationale
by: Cai, Yangxiao, et al.
Published: (2025)
by: Cai, Yangxiao, et al.
Published: (2025)
Evaluating the Effectiveness of LLMs in Fixing Maintainability Issues in Real-World Projects
by: Nunes, Henrique, et al.
Published: (2025)
by: Nunes, Henrique, et al.
Published: (2025)
RFCAudit: An LLM Agent for Functional Bug Detection in Network Protocols
by: Zheng, Mingwei, et al.
Published: (2025)
by: Zheng, Mingwei, et al.
Published: (2025)
Can We Enhance Bug Report Quality Using LLMs?: An Empirical Study of LLM-Based Bug Report Generation
by: Acharya, Jagrit, et al.
Published: (2025)
by: Acharya, Jagrit, et al.
Published: (2025)
Empirical Analysis and Detection of Hallucinations in LLM-Generated Bug Report Summaries
by: Nirujan, Hinduja, et al.
Published: (2026)
by: Nirujan, Hinduja, et al.
Published: (2026)
Defective Task Descriptions in LLM-Based Code Generation: Detection and Analysis
by: Akli, Amal, et al.
Published: (2026)
by: Akli, Amal, et al.
Published: (2026)
Implicit Patterns in LLM-Based Binary Analysis
by: Li, Qiang, et al.
Published: (2026)
by: Li, Qiang, et al.
Published: (2026)
Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis
by: Yang, Zhenning, et al.
Published: (2026)
by: Yang, Zhenning, et al.
Published: (2026)
Detecting and Correcting Hallucinations in LLM-Generated Code via Deterministic AST Analysis
by: Khati, Dipin, et al.
Published: (2026)
by: Khati, Dipin, et al.
Published: (2026)
LogLLM: Log-based Anomaly Detection Using Large Language Models
by: Guan, Wei, et al.
Published: (2024)
by: Guan, Wei, et al.
Published: (2024)
Output Format Biases in the Evaluation of Large Language Models for Code Translation
by: Macedo, Marcos, et al.
Published: (2024)
by: Macedo, Marcos, et al.
Published: (2024)
Similar Items
-
Automated Microservice Pattern Instance Detection Using Infrastructure-as-Code Artifacts and Large Language Models
by: Duarte, Carlos Eduardo
Published: (2025) -
Requirements for Active Assistance of Natural Questions in Software Architecture
by: Lemos, Diogo, et al.
Published: (2025) -
Multi-Language Detection of Design Pattern Instances
by: Andrade, Hugo, et al.
Published: (2025) -
LLM-Based Robustness Testing of Microservice Applications: An Empirical Study
by: Tigulla, Hrushitha Goud, et al.
Published: (2026) -
Research on Efficiency Analysis of Microservices
by: Chen, Abel C. H.
Published: (2023)