Emilio Incerto

Marin Litoiu

Riccardo Pinciroli

Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

μOpt: An Efficient Optimal Autoscaler for Microservice Applications.

[BibT_eX]

[DOI]

Roberto Pizziol

Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2023

μP: A Development Framework for Predicting Performance of Microservices by Design.

[BibT_eX]

[DOI]

Giulio Garbi

Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2021

Learning Queuing Networks via Linear Optimization.

[BibT_eX]

[DOI]

Proceedings of the ICPE '21: ACM/SPEC International Conference on Performance Engineering, 2021

Reproducibility Report for the Paper: "Differentiable Agent-Based Simulation for Gradient-Guided Simulation-Based Optimization".

[BibT_eX]

[DOI]

Matteo Principe

Proceedings of the SIGSIM-PADS '21: SIGSIM Conference on Principles of Advanced Discrete Simulation, Virtual Event, USA, 31 May, 2021

2020

Learning Queuing Networks by Recurrent Neural Networks.

[BibT_eX]

[DOI]

Giulio Garbi

Proceedings of the ICPE '20: ACM/SPEC International Conference on Performance Engineering, 2020

Statistical Learning of Markov Chains of Programs.

[BibT_eX]

[DOI]

Proceedings of the 28th International Symposium on Modeling, 2020

Inferring Performance from Code: A Review.

[BibT_eX]

[DOI]

Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation: Verification Principles, 2020

2019

Model-based Performance Self-adaptation: A Tutorial.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 2019 ACM/SPEC International Conference on Performance Engineering, 2019

2018

Moving Horizon Estimation of Service Demands in Queuing Networks.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Symposium on Modeling, 2018

Combined Vertical and Horizontal Autoscaling Through Model Predictive Control.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2018: Parallel Processing, 2018

2017

An Efficient Performance-Driven Approach for HW/SW Co-Design.

[BibT_eX]

[DOI]

Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, 2017

Software performance self-adaptation through efficient model predictive control.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE/ACM International Conference on Automated Software Engineering, 2017

2016

Symbolic performance adaptation.

[BibT_eX]

[DOI]

Proceedings of the 11th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2016

2015

A proactive approach for runtime self-adaptation based on queueing network fluid analysis.

[BibT_eX]

[DOI]