Pooyan Jamshidi

Most-cited papers

Microservices: The Journey So Far and Challenges Ahead
Pooyan Jamshidi, C. Pahl, Nabor C. Mendonça, James Lewis +1 more
2018IEEE Software471 citations Open access
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Cloud Container Technologies: A State-of-the-Art Review
C. Pahl, Antonio Brogi, J. Soldani, Pooyan Jamshidi
2019IEEE Transactions on Cloud Computing400 citations Open access
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Microservices migration patterns
Armin Balalaie, A. Heydarnoori, Pooyan Jamshidi, D. Tamburri +1 more
2018Software, Practice & Experience155 citations
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Transfer learning for performance modeling of configurable systems: An exploratory analysis
Pooyan Jamshidi, Norbert Siegmund, Miguel Velez, Christian Kästner +2 more
2017International Conference on Automated Software Engineering137 citations Open access
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Benchmark Requirements for Microservices Architecture Research
Carlos M. Aderaldo, Nabor C. Mendonça, C. Pahl, Pooyan Jamshidi
20172017 IEEE/ACM 1st International Workshop on Establishing the Community-Wide Infrastructure for Architecture-Based Software Engineering (ECASE)137 citations Open access
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A Comparison of Reinforcement Learning Techniques for Fuzzy Cloud Auto-Scaling
H. Arabnejad, C. Pahl, Pooyan Jamshidi, Giovani Estrada
2017IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing134 citations Open access
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An Uncertainty-Aware Approach to Optimal Configuration of Stream Processing Systems
Pooyan Jamshidi, G. Casale
2016IEEE/ACM International Symposium on Modeling, Analysis, and Simulation On Computer and Telecommunication Systems128 citations
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Transfer Learning for Improving Model Predictions in Highly Configurable Software
Pooyan Jamshidi, Miguel Velez, Christian Kästner, Norbert Siegmund +1 more
2017International Symposium on Software Engineering for Adaptive and Self-Managing Systems122 citations
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Architectural Principles for Cloud Software
C. Pahl, Pooyan Jamshidi, O. Zimmermann
2018ACM Trans. Internet Techn.112 citations Open access
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High-throughput experimentation meets artificial intelligence: a new pathway to catalyst discovery.
Katie McCullough, T. Williams, Kathleen Mingle, Pooyan Jamshidi +1 more
2020Physical Chemistry, Chemical Physics - PCCP101 citations
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Learning to sample: exploiting similarities across environments to learn performance models for configurable systems
Pooyan Jamshidi, Miguel Velez, Christian Kästner, Norbert Siegmund
2018ESEC/SIGSOFT FSE92 citations
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Machine Learning Meets Quantitative Planning: Enabling Self-Adaptation in Autonomous Robots
Pooyan Jamshidi, J. Cámara, B. Schmerl, Christian Kästner +1 more
2019International Symposium on Software Engineering for Adaptive and Self-Managing Systems91 citations Open access
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Fuzzy Self-Learning Controllers for Elasticity Management in Dynamic Cloud Architectures
Pooyan Jamshidi, Amir Molzam Sharifloo, C. Pahl, H. Arabnejad +2 more
2016International ACM SIGSOFT Conference on Quality of Software Architectures82 citations
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Developing Self-Adaptive Microservice Systems: Challenges and Directions
Nabor C. Mendonça, Pooyan Jamshidi, D. Garlan, C. Pahl
2019IEEE Software80 citations Open access
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Control Strategies for Self-Adaptive Software Systems
A. Filieri, M. Maggio, K. Angelopoulos, N. D'Ippolito +14 more
2017ACM Transactions on Autonomous and Adaptive Systems79 citations Open access
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How is Performance Addressed in DevOps?
Cor-Paul Bezemer, S. Eismann, Vincenzo Ferme, J. Grohmann +7 more
2018International Conference on Performance Engineering74 citations
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Pattern‐based multi‐cloud architecture migration
Pooyan Jamshidi, C. Pahl, Nabor C. Mendonça
2017Software, Practice & Experience67 citations Open access
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White-Box Analysis over Machine Learning: Modeling Performance of Configurable Systems
Miguel Velez, Pooyan Jamshidi, Norbert Siegmund, Sven Apel +1 more
2021International Conference on Software Engineering62 citations Open access
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Conservative Q-Improvement: Reinforcement Learning for an Interpretable Decision-Tree Policy
Aaron M. Roth, Nicholay Topin, Pooyan Jamshidi, M. Veloso
2019arXiv.org60 citations
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A Classification and Comparison Framework for Cloud Service Brokerage Architectures
Frank Fowley, C. Pahl, Pooyan Jamshidi, Daren Fang +1 more
2018IEEE Transactions on Cloud Computing60 citations Open access
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ConfigCrusher: towards white-box performance analysis for configurable systems
Miguel Velez, Pooyan Jamshidi, Florian Sattler, Norbert Siegmund +2 more
2019International Conference on Automated Software Engineering45 citations Open access
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Unicorn: reasoning about configurable system performance through the lens of causality
Md Shahriar Iqbal, R. Krishna, Mohammad Ali Javidian, Baishakhi Ray +1 more
2022European Conference on Computer Systems43 citations Open access
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Whence to Learn? Transferring Knowledge in Configurable Systems Using BEETLE
R. Krishna, V. Nair, Pooyan Jamshidi, T. Menzies
2019IEEE Transactions on Software Engineering40 citations Open access
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Reconciling High Accuracy, Cost-Efficiency, and Low Latency of Inference Serving Systems
Mehran Salmani, Saeid Ghafouri, Alireza Sanaee, Kamran Razavi +4 more
2023EuroMLSys@EuroSys31 citations Open access
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Cloud architecture continuity: Change models and change rules for sustainable cloud software architectures
C. Pahl, Pooyan Jamshidi, D. Weyns
2017J. Softw. Evol. Process.30 citations Open access
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Transfer Learning for Performance Modeling of Configurable Systems: A Causal Analysis
Mohammad Ali Javidian, Pooyan Jamshidi, M. Valtorta
2019arXiv.org28 citations
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Model-Based Adaptation for Robotics Software
J. Aldrich, D. Garlan, C. Kaestner, Claire Le Goues +12 more
2019IEEE Software27 citations
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Evaluating Domain-Specific Metric Thresholds: An Empirical Study
Allan Mori, Gustavo Vale, Markos Viggiato, J. Oliveira +4 more
20182018 IEEE/ACM International Conference on Technical Debt (TechDebt)27 citations
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On Debugging the Performance of Configurable Software Systems: Developer Needs and Tailored Tool Support
Miguel Velez, Pooyan Jamshidi, Norbert Siegmund, Sven Apel +1 more
2022International Conference on Software Engineering26 citations Open access
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FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks
Md Shahriar Iqbal, Jianhai Su, Lars Kotthoff, Pooyan Jamshidi
2020arXiv.org26 citations
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Microservices Architecture Enables DevOps: An Experience Report on Migration to a Cloud-Native Architecture
Armin Balalaie, A. Heydarnoori, Pooyan Jamshidi
201626 citations
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Pretrained Language Models are Symbolic Mathematics Solvers too!
Kimia Noorbakhsh, Modar Sulaiman, M. Sharifi, Kallol Roy +1 more
2021arXiv.org25 citations
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An Auto-Scaling Cloud Controller Using Fuzzy Q-Learning - Implementation in OpenStack
H. Arabnejad, Pooyan Jamshidi, Giovani Estrada, Nabil El Ioini +1 more
2016European Conference on Service-Oriented and Cloud Computing25 citations Open access
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CADET: Debugging and Fixing Misconfigurations using Counterfactual Reasoning
Md Shahriar Iqbal, R. Krishna, Mohammad Ali Javidian, Pooyan Jamshidi
202122 citations
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An efficient method for uncertainty propagation in robust software performance estimation
A. Aleti, Catia Trubiani, André van Hoorn, Pooyan Jamshidi
2018Journal of Systems and Software21 citations Open access
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CaRE: Finding Root Causes of Configuration Issues in Highly-Configurable Robots
Md Abir Hossen, Sonam Kharade, B. Schmerl, J. Cámara +5 more
2023IEEE Robotics and Automation Letters18 citations Open access
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The Journey So Far and Challenges Ahead
Pooyan Jamshidi
201818 citations
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Performance Issues? Hey DevOps, Mind the Uncertainty
Catia Trubiani, Pooyan Jamshidi, J. Cito, Wei-Yi Shang +2 more
2019IEEE Software17 citations
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Transfer Learning for Performance Modeling of Deep Neural Network Systems
Md Shahriar Iqbal, Lars Kotthoff, Pooyan Jamshidi
2019USENIX Conference on Operational Machine Learning16 citations
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Transfer Learning with Bellwethers to find Good Configurations
V. Nair, R. Krishna, T. Menzies, Pooyan Jamshidi
2018arXiv.org15 citations
Semantic Scholar
Learning LWF Chain Graphs: A Markov Blanket Discovery Approach
Mohammad Ali Javidian, M. Valtorta, Pooyan Jamshidi
2020Conference on Uncertainty in Artificial Intelligence14 citations
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FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems
Ali Mokhtari, Md Abir Hossen, Pooyan Jamshidi, M. Salehi
2022IEEE International Conference on Cloud Computing13 citations Open access
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Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling
Kamran Razavi, Saeid Ghafouri, M. Mühlhäuser, Pooyan Jamshidi +1 more
2024EuroMLSys@EuroSys12 citations Open access
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AMP Chain Graphs: Minimal Separators and Structure Learning Algorithms
Mohammad Ali Javidian, M. Valtorta, Pooyan Jamshidi
2020Journal of Artificial Intelligence Research12 citations Open access
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Understanding Similarities and Differences in Software Development Practices Across Domains
Markos Viggiato, J. Oliveira, Eduardo Figueiredo, Pooyan Jamshidi +1 more
2019International Conference on Global Software Engineering12 citations
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CADET: A Systematic Method For Debugging Misconfigurations using Counterfactual Reasoning
R. Krishna, Md Shahriar Iqbal, Mohammad Ali Javidian, Baishakhi Ray +1 more
2020arXiv.org11 citations
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Continuous Architecting of Stream-Based Systems
M. Bersani, F. Marconi, D. Tamburri, Pooyan Jamshidi +1 more
2016Working IEEE/IFIP Conference on Software Architecture11 citations
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IPA: Inference Pipeline Adaptation to Achieve High Accuracy and Cost-Efficiency
Saeid Ghafouri, Kamran Razavi, Mehran Salmani, Alireza Sanaee +4 more
2025International Conference on Performance Engineering10 citations
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How Do Code Changes Evolve in Different Platforms? A Mining-Based Investigation
Markos Viggiato, J. Oliveira, Eduardo Figueiredo, Pooyan Jamshidi +1 more
2019IEEE International Conference on Software Maintenance and Evolution9 citations Open access
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Introducing Interactions in Multi-Objective Optimization of Software Architectures
V. Cortellessa, J. A. Díaz-Pace, Daniele Di Pompeo, Sebastian Frank +3 more
2023ACM Transactions on Software Engineering and Methodology8 citations Open access
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