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Tomas Cerny
Member of the Graduate Faculty | Associate Professor, Systems and Industrial Engineering
Systems and Industrial Engr
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Overview
Research
More
Publications
(189)
Recent
Benchmarking Micro2Micro transformation: an approach with GNN and VAE
2024
benchmarking,
approach
Is the 3D model the way to go when presenting microservice architecture?
2024
3d modeling,
microservices,
visualization techniques,
software design
Detecting Hallucinations in Large Language Model Generation: A Token Probability Approach
2024
natural language processing,
artificial intelligence,
machine learning,
probability theory,
psycholinguistics
Evaluation of SVM Transformations
2024
machine learning,
support vector machines,
data transformation
From static code analysis to visual models of microservice architecture
2024
code analysis,
microservices,
software architecture,
static analysis
Review of Open Software Bug Datasets
2024
open source,
data analysis,
software development,
quality assurance
Using Static Analysis to Aid Monolith to Microservice System Transformation: Tuning Fuzzy c-Means in a VAE-Based GNN Approach
2024
static analysis,
microservice architecture,
machine learning,
graph neural networks
Case Study: Applying Automated Optimization Tooling to Microservice Environments that Scale Safely at Ancestry. com and the Learnings
2024
automated optimization
Change Impact Analysis in Microservice Systems A Systematic Literature Review
2024
Evaluating ChatGPT’s Proficiency in Understanding and Answering Microservice Architecture Queries Using Source Code Insights
2024
natural language processing,
software engineering,
artificial intelligence,
machine learning,
information retrieval
