Publications

Hamzeh Khazaei, Nima Mahmoudi (2022). Performance Modeling of Metric-Based Serverless Computing Platforms. IEEE Transactions on Cloud Computing.

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Hamzeh Khazaei, Nima Mahmoudi (2022). MLProxy: SLA-Aware Reverse Proxy for Machine Learning Inference Serving on Serverless Computing Platforms.

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

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

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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.

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

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

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

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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.

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

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

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