ICSA 2023 Best poster award

Best Poster award presentation at the closing session of the International Conference on Software Architecture (ICSA 2023)

Transcript

1. Multi-objective Software Architecture Refactoring driven by Quality Attributes Daniele Di Pompeo University of L’Aquila, Italy daniele.dipompeo@univaq.it Michele Tucci Charles University, Czech Republic tucci@d3s.mff.cuni.cz Best poster award
2. How it started…
3. ICSA 2018 Davide Arcelli, Vittorio Cortellessa, Mattia D’Emidio, Daniele Di Pompeo EASIER: An Evolutionary Approach for Multi-objective Software ArchItecturE Refactoring
4. EASIER: An Evolutionary Approach for Multi-objective Software ArchItecturE Refactoring InfSoft 2021 ICSA 2018 Vittorio Cortellessa, Daniele Di Pompeo Analyzing the sensitivity of multi-objective software architecture refactoring to configuration characteristics
5. EASIER: An Evolutionary Approach for Multi-objective Software ArchItecturE Refactoring Analyzing the sensitivity of multi-objective software architecture refactoring to configuration characteristics InfSoft 2021 ICSA 2018 SEAA 2021 Vittorio Cortellessa, Daniele Di Pompeo, Vincenzo Stoico, Michele Tucci On the impact of Performance Antipatterns in multi-objective software model refactoring optimization
6. EASIER: An Evolutionary Approach for Multi-objective Software ArchItecturE Refactoring Analyzing the sensitivity of multi-objective software architecture refactoring to configuration characteristics On the impact of Performance Antipatterns in multi-objective software model refactoring optimization InfSoft 2021 ICSA 2018 SEAA 2022 SEAA 2021 Daniele Di Pompeo, Michele Tucci Search Budget in Multi-Objective Refactoring optimization: a Model-Based Empirical Study
7. Vittorio Cortellessa, Daniele Di Pompeo, Vincenzo Stoico, Michele Tucci Many-Objective Optimization of Non-Functional Attributes based on Refactoring of Software Models EASIER: An Evolutionary Approach for Multi-objective Software ArchItecturE Refactoring Analyzing the sensitivity of multi-objective software architecture refactoring to configuration characteristics Search Budget in Multi-Objective Refactoring optimization: a Model-Based Empirical Study On the impact of Performance Antipatterns in multi-objective software model refactoring optimization InfSoft 2021 ICSA 2018 SEAA 2022 SEAA 2021 InfSoft 2023
8. EASIER: An Evolutionary Approach for Multi-objective Software ArchItecturE Refactoring Analyzing the sensitivity of multi-objective software architecture refactoring to configuration characteristics Search Budget in Multi-Objective Refactoring optimization: a Model-Based Empirical Study On the impact of Performance Antipatterns in multi-objective software model refactoring optimization Many-Objective Optimization of Non-Functional Attributes based on Refactoring of Software Models MDE4SA @ICSA 2023 InfSoft 2021 ICSA 2018 SEAA 2022 SEAA 2021 InfSoft 2023 Daniele Di Pompeo, Michele Tucci Quality Attributes Optimization of Software Architecture: Research Challenges and Directions
9. EASIER: An Evolutionary Approach for Multi-objective Software ArchItecturE Refactoring Analyzing the sensitivity of multi-objective software architecture refactoring to configuration characteristics Search Budget in Multi-Objective Refactoring optimization: a Model-Based Empirical Study Quality Attributes Optimization of Software Architecture: Research Challenges and Directions On the impact of Performance Antipatterns in multi-objective software model refactoring optimization Many-Objective Optimization of Non-Functional Attributes based on Refactoring of Software Models MDE4SA @ICSA 2023 InfSoft 2021 ICSA 2018 SEAA 2022 SEAA 2021 InfSoft 2023 submitted @ JSS Jorge Andres Diaz-Pace, Daniele Di Pompeo, Michele Tucci Best performance and reliability for your time: budget-aware search-based optimization of software model refactoring
10. How it’s going Courtesy of Payel Patra
11. EASIER framework
12. Refactoring Engine: Move Method Deployment view Static view Dynamic view
13. Refactoring Engine: Move Method Deployment view Static view Dynamic view
14. Refactoring Engine: Move Method Deployment view Static view Dynamic view
15. Multi-Objective • PerfQ: (LQN-based) performance estimation of the software architecture • Reliability: closed form model for reliability on demand • Performance Antipatterns: occurrences of (fuzzy) detected performance flaws • #changes: cost estimation of refactoring actions
16. Results PAs fuzzy detection Performance & Reliability Pareto fronts Vittorio Cortellessa, Daniele Di Pompeo, Vincenzo Stoico, Michele Tucci Many-Objective Optimization of Non-Functional Attributes based on Refactoring of Software Models
17. • introduce architectural quality metrics to estimate quality of Pareto fronts • strengthen the problem formalization with an empirical analysis of several software architectures Future work Human-in-the-loop, how far are we? Stay tuned!!!!
18. Multi-objective Software Architecture Refactoring driven by Quality Attributes Daniele Di Pompeo University of L’Aquila, Italy daniele.dipompeo@univaq.it Michele Tucci Charles University, Czech Republic tucci@d3s.mff.cuni.cz Best poster award