Title
Probabilistic Program Performance Analysis
Abstract
We introduce a tool-supported method for the formal analysis of timing, resource use, cost and other quality aspects of computer programs. The new method synthesises a Markov-chain model of the analysed code, computes this quantitative model’s transition probabilities using information from program logs, and employs probabilistic model checking to evaluate the performance properties of interest. U...
Year
DOI
Venue
2021
10.1109/SEAA53835.2021.00027
2021 47th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)
Keywords
DocType
ISBN
program quality analysis,software performance,quantitative models,probabilistic model checking
Conference
978-1-6654-2705-0
Citations 
PageRank 
References 
0
0.34
0
Authors
3
Name
Order
Citations
PageRank
Ioannis Stefanakos101.69
Radu Calinescu290563.01
Simos Gerasimou300.68