Publications

Hamzeh Khazaei, Mikael Sabuhi, Nima Mahmoudi (2021). Optimizing the Performance of Containerized Cloud Software Systems using Adaptive PID-Controllers. ACM Transactions on Autonomous and Adaptive Systems.

PDF Cite Code

Hamzeh Khazaei, Nima Mahmoudi (2021). SimFaaS: A Performance Simulator for Serverless Computing Platforms. The 11th International Conference on Cloud Computing and Services Science.

Preprint PDF Cite Code Project Slides Video

Hamzeh Khazaei, Nima Mahmoudi, Alireza Goli, Omid Ardakanian (2021). A Holistic Machine Learning-Based Autoscaling Approach for Microservice Applications. The 11th International Conference on Cloud Computing and Services Science.

Preprint PDF Cite

Hamzeh Khazaei, Nima Mahmoudi (2020). Performance Modeling of Serverless Computing Platforms. IEEE Transactions on Cloud Computing.

Preprint PDF Cite Code Dataset Video DOI

Hamzeh Khazaei, Nima Mahmoudi (2020). Temporal Performance Modelling of Serverless Computing Platforms. Proceedings of the 6th International Workshop on Serverless Computing.

Preprint Cite Code Slides Video DOI

Hamzeh Khazaei, Nima Mahmoudi, Cornel Barna, Marin Litoiu (2020). Performance Modeling of Microservice Platforms. IEEE Transactions on Cloud Computing.

Preprint PDF Cite DOI

Hamzeh Khazaei, Nima Mahmoudi, Marin Litoiu, Changyuan Lin (2019). Optimizing Serverless Computing: Introducing an Adaptive Function Placement Algorithm. Proceedings of the 29th Annual International Conference on Computer Science and Software Engineering.

PDF Cite Code

Hamzeh Khazaei, Nima Mahmoudi, Changyuan Lin, Abram Hindle, Md Monir Hossain (2019). Executability of Python Snippets in Stack Overflow. arXiv preprint arXiv:1907.04908.

PDF Cite Code

Nima Mahmoudi, Mohammad Rahmati, Seyed Mohammad Ahadi (2018). Multi-target tracking using CNN-based features: CNNMTT. Multimedia Tools and Applications.

PDF Cite DOI