Pooyan Jamshidi

167 papers A* 4A 6B 11C 5Misc 3Journal 95Unranked 42

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-Objective Multi-Fidelity Bayesian Optimization with Causal Priors. CoRR Md. Abir Hossen, Mohammad Ali Javidian, Vignesh Narayanan, Jason M. O'Kane, Pooyan Jamshidi
2025	J	`jnl`	An Empirical Study of Accuracy-Robustness Tradeoff and Training Efficiency in Self-Supervised Learning. CoRR Fatemeh Ghofrani, Pooyan Jamshidi
2025	J	`jnl`	An Empirical Study of the Accuracy-Robustness Trade-off and Training Efficiency in Robust Self-Supervised Learning. Trans. Mach. Learn. Res. Fatemeh Ghofrani, Mehdi Yaghouti, Pooyan Jamshidi
2025	J	`jnl`	CURE: Simulation-Augmented Autotuning in Robotics. IEEE Trans. Robotics Md. Abir Hossen, Sonam Kharade, Jason M. O'Kane, Bradley R. Schmerl, David Garlan, Pooyan Jamshidi
2025	—	`conf`	Differential Performance Fuzzing of Configuration Options. SBFT@ICSE Haesue Baik, Chenyang Yang, Vasudev Vikram, Pooyan Jamshidi, Rohan Padhye, Christian Kästner
2025	J	`jnl`	Hardness, Structural Knowledge, and Opportunity: An Analytical Framework for Modular Performance Modeling. CoRR Omid Gheibi, Christian Kästner, Pooyan Jamshidi
2025	—	`conf`	IPA: Inference Pipeline Adaptation to Achieve High Accuracy and Cost-Efficiency. ICPE (Companion) Saeid Ghafouri, Kamran Razavi, Mehran Salmani, Alireza Sanaee, Tania Lorido-Botran, Lin Wang, Joseph Doyle, Pooyan Jamshidi
2025	J	`jnl`	Introducing Interactions in Multi-Objective Optimization of Software Architectures. ACM Trans. Softw. Eng. Methodol. Vittorio Cortellessa, Jorge Andrés Díaz Pace, Daniele Di Pompeo, Sebastian Frank, Pooyan Jamshidi, Michele Tucci, André van Hoorn
2025	J	`jnl`	Introduction to the SEAMS 2023 Special Issue. ACM Trans. Auton. Adapt. Syst. Raffaela Mirandola, Radu Calinescu, Pooyan Jamshidi
2024	J	`jnl`	CURE: Simulation-Augmented Auto-Tuning in Robotics. CoRR Md. Abir Hossen, Sonam Kharade, Jason M. O'Kane, Bradley R. Schmerl, David Garlan, Pooyan Jamshidi
2024	A*	`conf`	FlexiBO: A Decoupled Cost-Aware Multi-objective Optimization Approach for Deep Neural Networks (Abstract Reprint). AAAI Md Shahriar Iqbal, Jianhai Su, Lars Kotthoff, Pooyan Jamshidi
2024	Misc	`conf`	HEET: A Performance Measure to Quantify Heterogeneity in Distributed Computing Systems. UCC Ali Mokhtari, Saeid Ghafouri, Pooyan Jamshidi, Mohsen Amini Salehi
2024	J	`jnl`	SelfXit: An Unsupervised Early Exit Mechanism for Deep Neural Networks. Trans. Mach. Learn. Res. Hossein KhademSohi, Mohammadamin Abedi, Yani Ioannou, Steve Drew, Pooyan Jamshidi, Hadi Hemmati
2024	J	`jnl`	Software Engineering for Robotics: Future Research Directions; Report from the 2023 Workshop on Software Engineering for Robotics. CoRR Claire Le Goues, Sebastian G. Elbaum, David J. Anthony, Z. Berkay Celik, Mauricio Castillo-Effen, Nikolaus Correll, Pooyan Jamshidi, Morgan Quigley, Trenton Tabor, Qi Zhu
2024	—	`conf`	Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling. EuroMLSys@EuroSys Kamran Razavi, Saeid Ghafouri, Max Mühlhäuser, Pooyan Jamshidi, Lin Wang
2024	J	`jnl`	Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling. CoRR Kamran Razavi, Saeid Ghafouri, Max Mühlhäuser, Pooyan Jamshidi, Lin Wang
2023	—	`conf`	CAMEO: A Causal Transfer Learning Approach for Performance Optimization of Configurable Computer Systems. SoCC Md Shahriar Iqbal, Ziyuan Zhong, Iftakhar Ahmad, Baishakhi Ray, Pooyan Jamshidi
2023	J	`jnl`	CAMEO: A Causal Transfer Learning Approach for Performance Optimization of Configurable Computer Systems. CoRR Md Shahriar Iqbal, Ziyuan Zhong, Iftakhar Ahmad, Baishakhi Ray, Pooyan Jamshidi
2023	J	`jnl`	CaRE: Finding Root Causes of Configuration Issues in Highly-Configurable Robots. CoRR Md. Abir Hossen, Sonam Kharade, Bradley R. Schmerl, Javier Cámara, Jason M. O'Kane, Ellen C. Czaplinski, Katherine A. Dzurilla, David Garlan, Pooyan Jamshidi
2023	J	`jnl`	CaRE: Finding Root Causes of Configuration Issues in Highly-Configurable Robots. IEEE Robotics Autom. Lett. Md. Abir Hossen, Sonam Kharade, Bradley R. Schmerl, Javier Cámara, Jason M. O'Kane, Ellen C. Czaplinski, Katherine A. Dzurilla, David Garlan, Pooyan Jamshidi
2023	J	`jnl`	FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks. J. Artif. Intell. Res. Md Shahriar Iqbal, Jianhai Su, Lars Kotthoff, Pooyan Jamshidi
2023	J	`jnl`	HEET: A Heterogeneity Measure to Quantify the Difference across Distributed Computing Systems. CoRR Ali Mokhtari, Saeid Ghafouri, Pooyan Jamshidi, Mohsen Amini Salehi
2023	J	`jnl`	IPA: Inference Pipeline Adaptation to Achieve High Accuracy and Cost-Efficiency. CoRR Saeid Ghafouri, Kamran Razavi, Mehran Salmani, Alireza Sanaee, Tania Lorido-Botran, Lin Wang, Joseph Doyle, Pooyan Jamshidi
2023	J	`jnl`	Independent Modular Networks. CoRR Hamed Damirchi, Forest Agostinelli, Pooyan Jamshidi
2023	J	`jnl`	Introducing Interactions in Multi-Objective Optimization of Software Architectures. CoRR Vittorio Cortellessa, J. Andres Diaz-Pace, Daniele Di Pompeo, Sebastian Frank, Pooyan Jamshidi, Michele Tucci, André van Hoorn
2023	J	`jnl`	On the Role of Contrastive Representation Learning in Adversarial Robustness: An Empirical Study. CoRR Fatemeh Ghofrani, Mehdi Yaghouti, Pooyan Jamshidi
2023	—	`conf`	Reconciling High Accuracy, Cost-Efficiency, and Low Latency of Inference Serving Systems. EuroMLSys@EuroSys Mehran Salmani, Saeid Ghafouri, Alireza Sanaee, Kamran Razavi, Max Mühlhäuser, Joseph Doyle, Pooyan Jamshidi, Mohsen Sharifi
2023	J	`jnl`	Reconciling High Accuracy, Cost-Efficiency, and Low Latency of Inference Serving Systems. CoRR Mehran Salmani, Saeid Ghafouri, Alireza Sanaee, Kamran Razavi, Max Mühlhäuser, Joseph Doyle, Pooyan Jamshidi, Mohsen Sharifi
2022	—	`conf`	Change Point Detection for MongoDB Time Series Performance Regression. ICPE (Companion) Mark Leznik, Md Shahriar Iqbal, Igor Trubin, Arne Lochner, Pooyan Jamshidi, André Bauer
2022	J	`jnl`	FELARE: Fair Scheduling of Machine Learning Applications on Heterogeneous Edge Systems. CoRR Ali Mokhtari, Pooyan Jamshidi, Mohsen Amini Salehi
2022	B	`conf`	FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems. CLOUD Ali Mokhtari, Md. Abir Hossen, Pooyan Jamshidi, Mohsen Amini Salehi
2022	J	`jnl`	Guidelines for Artifacts to Support Industry-Relevant Research on Self-Adaptation. CoRR Danny Weyns, Ilias Gerostathopoulos, Barbora Buhnova, Nicolás Cardozo, Emilia Cioroaica, Ivana Dusparic, Lars Grunske, Pooyan Jamshidi, Christine Julien, Judith Michael, Gabriel A. Moreno, Shiva Nejati, Patrizio Pelliccione, Federico Quin, Genaína Nunes Rodrigues, Bradley R. Schmerl, Marco Vieira, Thomas Vogel, Rebekka Wohlrab
2022	J	`jnl`	Guidelines for Artifacts to Support Industry-Relevant Research on Self-Adaptation. ACM SIGSOFT Softw. Eng. Notes Danny Weyns, Ilias Gerostathopoulos, Barbora Buhnova, Nicolás Cardozo, Emilia Cioroaica, Ivana Dusparic, Lars Grunske, Pooyan Jamshidi, Christine Julien, Judith Michael, Gabriel A. Moreno, Shiva Nejati, Patrizio Pelliccione, Federico Quin, Genaína Nunes Rodrigues, Bradley R. Schmerl, Marco Vieira, Thomas Vogel, Rebekka Wohlrab
2022	J	`jnl`	Improving the Performance of DNN-based Software Services using Automated Layer Caching. CoRR Mohammadamin Abedi, Yanni Iouannou, Pooyan Jamshidi, Hadi Hemmati
2022	A*	`conf`	On Debugging the Performance of Configurable Software Systems: Developer Needs and Tailored Tool Support. ICSE Miguel Velez, Pooyan Jamshidi, Norbert Siegmund, Sven Apel, Christian Kästner
2022	J	`jnl`	On Debugging the Performance of Configurable Software Systems: Developer Needs and Tailored Tool Support. CoRR Miguel Velez, Pooyan Jamshidi, Norbert Siegmund, Sven Apel, Christian Kästner
2022	J	`jnl`	Pre-Trained Language Transformers are Universal Image Classifiers. CoRR Rahul Goel, Modar Sulaiman, Kimia Noorbakhsh, Mahdi Sharifi, Rajesh Sharma, Pooyan Jamshidi, Kallol Roy
2022	—	`conf`	SPEC Research - Introducing the Predictive Data Analytics Working Group: Poster Paper. ICPE (Companion) André Bauer, Mark Leznik, Md Shahriar Iqbal, Daniel Seybold, Igor Trubin, Benjamin Erb, Jörg Domaschka, Pooyan Jamshidi
2022	J	`jnl`	Unicorn: Reasoning about Configurable System Performance through the lens of Causality. CoRR Md Shahriar Iqbal, Rahul Krishna, Mohammad Ali Javidian, Baishakhi Ray, Pooyan Jamshidi
2022	A	`conf`	Unicorn: reasoning about configurable system performance through the lens of causality. EuroSys Md Shahriar Iqbal, Rahul Krishna, Mohammad Ali Javidian, Baishakhi Ray, Pooyan Jamshidi
2021	A	`conf`	Accelerating Recursive Partition-Based Causal Structure Learning. AAMAS Md. Musfiqur Rahman, Ayman Rasheed, Md. Mosaddek Khan, Mohammad Ali Javidian, Pooyan Jamshidi, Md. Mamun-Or-Rashid
2021	J	`jnl`	Accelerating Recursive Partition-Based Causal Structure Learning. CoRR Md. Musfiqur Rahman, Ayman Rasheed, Md. Mosaddek Khan, Mohammad Ali Javidian, Pooyan Jamshidi, Md. Mamun-Or-Rashid
2021	Misc	`conf`	An Order-Independent Algorithm for Learning Chain Graphs. FLAIRS Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi
2021	J	`jnl`	Developing Self-Adaptive Microservice Systems: Challenges and Directions. IEEE Softw. Nabor Chagas Mendonça, Pooyan Jamshidi, David Garlan, Claus Pahl
2021	J	`jnl`	Kuksa*: Self-Adaptive Microservices in Automotive Systems. CoRR Ahmad Banijamali, Pasi Kuvaja, Markku Oivo, Pooyan Jamshidi
2021	J	`jnl`	Pretrained Language Models are Symbolic Mathematics Solvers too! CoRR Kimia Noorbakhsh, Modar Sulaiman, Mahdi Sharifi, Kallol Roy, Pooyan Jamshidi
2021	J	`jnl`	Scalable Causal Transfer Learning. CoRR Mohammad Ali Javidian, Om Pandey, Pooyan Jamshidi
2021	J	`jnl`	Whence to Learn? Transferring Knowledge in Configurable Systems Using BEETLE. IEEE Trans. Software Eng. Rahul Krishna, Vivek Nair, Pooyan Jamshidi, Tim Menzies
2021	A*	`conf`	White-Box Analysis over Machine Learning: Modeling Performance of Configurable Systems. ICSE Miguel Velez, Pooyan Jamshidi, Norbert Siegmund, Sven Apel, Christian Kästner
2021	J	`jnl`	White-Box Analysis over Machine Learning: Modeling Performance of Configurable Systems. CoRR Miguel Velez, Pooyan Jamshidi, Norbert Siegmund, Sven Apel, Christian Kästner
2020	J	`jnl`	A Procedure for Extracting Software Development Process Patterns. CoRR Mahdi Fahmideh, Pooyan Jamshidi, Fereidoon Shams
2020	J	`jnl`	AMP Chain Graphs: Minimal Separators and Structure Learning Algorithms. CoRR Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi
2020	J	`jnl`	AMP Chain Graphs: Minimal Separators and Structure Learning Algorithms. J. Artif. Intell. Res. Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi
2020	J	`jnl`	CADET: A Systematic Method For Debugging Misconfigurations using Counterfactual Reasoning. CoRR Rahul Krishna, Md Shahriar Iqbal, Mohammad Ali Javidian, Baishakhi Ray, Pooyan Jamshidi
2020	J	`jnl`	ConfigCrusher: towards white-box performance analysis for configurable systems. Autom. Softw. Eng. Miguel Velez, Pooyan Jamshidi, Florian Sattler, Norbert Siegmund, Sven Apel, Christian Kästner
2020	J	`jnl`	Enhancing the OPEN Process Framework with Service-Oriented Method Fragments. CoRR Mahdi Fahmideh, Mohsen Sharifi, Pooyan Jamshidi
2020	J	`jnl`	Ensemble-Based Software Engineering for Modern Computing Platforms. ACM SIGSOFT Softw. Eng. Notes Antonio Brogi, Antonio Bucchiarone, Rafael Capilla, Pooyan Jamshidi, Maurizio Leotta, Zoltán Ádám Mann, Marina Mongiello, Francesco Nocera
2020	J	`jnl`	Ensembles of Many Diverse Weak Defenses can be Strong: Defending Deep Neural Networks Against Adversarial Attacks. CoRR Ying Meng, Jianhai Su, Jason M. O'Kane, Pooyan Jamshidi
2020	J	`jnl`	FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks. CoRR Md Shahriar Iqbal, Jianhai Su, Lars Kotthoff, Pooyan Jamshidi
2020	B	`conf`	Kuksa PROFES Ahmad Banijamali, Pasi Kuvaja, Markku Oivo, Pooyan Jamshidi
2020	A	`conf`	Learning LWF Chain Graphs: A Markov Blanket Discovery Approach. UAI Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi
2020	J	`jnl`	Learning LWF Chain Graphs: A Markov Blanket Discovery Approach. CoRR Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi
2020	J	`jnl`	Learning LWF Chain Graphs: an Order Independent Algorithm. CoRR Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi
2020	—	`conf`	Microservices and Containers. SE Claus Pahl, Pooyan Jamshidi, Olaf Zimmermann
2020	J	`jnl`	Process Patterns for Service Oriented Development. CoRR Mahdi Fahmideh, Mohsen Sharifi, Pooyan Jamshidi, Fereidoon Shams, Hassan Haghighi
2020	J	`jnl`	Toward a Methodological Knowledge for Service-Oriented Development Based on OPEN Meta Model. CoRR Mahdi Fahmideh, Fereidoon Shams, Pooyan Jamshidi
2020	J	`jnl`	Understanding the Nature of System-Related Issues in Machine Learning Frameworks: An Exploratory Study. CoRR Yang Ren, Gregory Gay, Christian Kästner, Pooyan Jamshidi
2020	B	`conf`	VisArch: Visualisation of Performance-based Architectural Refactorings. ECSA Catia Trubiani, Aldeida Aleti, Sarah Goodwin, Pooyan Jamshidi, André van Hoorn, Samuel Gratzl
2019	A	`conf`	Avoiding Social Disappointment in Elections. AAMAS Mohammad Ali Javidian, Pooyan Jamshidi, Rasoul Ramezanian
2019	J	`jnl`	Cloud Container Technologies: A State-of-the-Art Review. IEEE Trans. Cloud Comput. Claus Pahl, Antonio Brogi, Jacopo Soldani, Pooyan Jamshidi
2019	J	`jnl`	ConfigCrusher: White-Box Performance Analysis for Configurable Systems. CoRR Miguel Velez, Pooyan Jamshidi, Florian Sattler, Norbert Siegmund, Sven Apel, Christian Kästner
2019	J	`jnl`	Conservative Q-Improvement: Reinforcement Learning for an Interpretable Decision-Tree Policy. CoRR Aaron M. Roth, Nicholay Topin, Pooyan Jamshidi, Manuela Veloso
2019	J	`jnl`	Developing Self-Adaptive Microservice Systems: Challenges and Directions. CoRR Nabor C. Mendonça, Pooyan Jamshidi, David Garlan, Claus Pahl
2019	A	`conf`	How Do Code Changes Evolve in Different Platforms? A Mining-Based Investigation. ICSME Markos Viggiato, Johnatan Oliveira, Eduardo Figueiredo, Pooyan Jamshidi, Christian Kästner
2019	J	`jnl`	How Do Code Changes Evolve in Different Platforms? A Mining-based Investigation. CoRR Markos Viggiato, Johnatan Oliveira, Eduardo Figueiredo, Pooyan Jamshidi, Christian Kästner
2019	B	`conf`	How is Performance Addressed in DevOps? ICPE Cor-Paul Bezemer, Simon Eismann, Vincenzo Ferme, Johannes Grohmann, Robert Heinrich, Pooyan Jamshidi, Weiyi Shang, André van Hoorn, Mónica Villavicencio, Jürgen Walter, Felix Willnecker
2019	B	`conf`	Kuksa: A Cloud-Native Architecture for Enabling Continuous Delivery in the Automotive Domain. PROFES Ahmad Banijamali, Pooyan Jamshidi, Pasi Kuvaja, Markku Oivo
2019	J	`jnl`	Kuksa: A Cloud-Native Architecture for Enabling Continuous Delivery in the Automotive Domain. CoRR Ahmad Banijamali, Pooyan Jamshidi, Pasi Kuvaja, Markku Oivo
2019	J	`jnl`	Machine Learning Meets Quantitative Planning: Enabling Self-Adaptation in Autonomous Robots. CoRR Pooyan Jamshidi, Javier Cámara, Bradley R. Schmerl, Christian Kästner, David Garlan
2019	—	`conf`	Machine learning meets quantitative planning: enabling self-adaptation in autonomous robots. SEAMS@ICSE Pooyan Jamshidi, Javier Cámara, Bradley R. Schmerl, Christian Kästner, David Garlan
2019	J	`jnl`	Model-Based Adaptation for Robotics Software. IEEE Softw. Jonathan Aldrich, David Garlan, Christian Kästner, Claire Le Goues, Anahita Mohseni-Kabir, Ivan Ruchkin, Selva Samuel, Bradley R. Schmerl, Christopher Steven Timperley, Manuela Veloso, Ian Voysey, Joydeep Biswas, Arjun Guha, Jarrett Holtz, Javier Cámara, Pooyan Jamshidi
2019	—	`conf`	Order-Independent Structure Learning of Multivariate Regression Chain Graphs. SUM Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi
2019	J	`jnl`	Order-Independent Structure Learning of Multivariate Regression Chain Graphs. CoRR Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi
2019	J	`jnl`	Performance Issues? Hey DevOps, Mind the Uncertainty. IEEE Softw. Catia Trubiani, Pooyan Jamshidi, Jürgen Cito, Weiyi Shang, Zhen Ming Jiang, Markus Borg
2019	—	`ed.`	Proceedings of the 2nd ACM SIGSOFT International Workshop on Ensemble-Based Software Engineering for Modern Computing Platforms, EnSEmble@ESEC/SIGSOFT FSE 2019, Tallinn, Estonia, August 26, 2019. EnSEmble@ESEC/SIGSOFT FSE Francesco Nocera, Antonio Bucchiarone, Marina Mongiello, Rafael Capilla, Maurizio Leotta, Zoltán Ádám Mann, Pooyan Jamshidi, Antonio Brogi
2019	J	`jnl`	Transfer Learning for Performance Modeling of Configurable Systems: A Causal Analysis. CoRR Mohammad Ali Javidian, Pooyan Jamshidi, Marco Valtorta
2019	—	`conf`	Transfer Learning for Performance Modeling of Deep Neural Network Systems. OpML Md Shahriar Iqbal, Lars Kotthoff, Pooyan Jamshidi
2019	J	`jnl`	Transfer Learning for Performance Modeling of Deep Neural Network Systems. CoRR Md Shahriar Iqbal, Lars Kotthoff, Pooyan Jamshidi
2019	C	`conf`	Understanding similarities and differences in software development practices across domains. ICGSE Markos Viggiato, Johnatan Oliveira, Eduardo Figueiredo, Pooyan Jamshidi, Christian Kästner
2019	J	`jnl`	Verifying big data topologies by-design : a semi-automated approach. J. Big Data Marcello M. Bersani, Francesco Marconi, Damian A. Tamburri, Andrea Nodari, Pooyan Jamshidi
2019	J	`jnl`	Whence to Learn? Transferring Knowledge in Configurable Systems using BEETLE. CoRR Rahul Krishna, Vivek Nair, Pooyan Jamshidi, Tim Menzies
2018	J	`jnl`	A Classification and Comparison Framework for Cloud Service Brokerage Architectures. IEEE Trans. Cloud Comput. Frank Fowley, Claus Pahl, Pooyan Jamshidi, Daren Fang, Xiaodong Liu
2018	J	`jnl`	An Efficient Method for Uncertainty Propagation in Robust Software Performance Estimation. CoRR Aldeida Aleti, Catia Trubiani, André van Hoorn, Pooyan Jamshidi
2018	J	`jnl`	An efficient method for uncertainty propagation in robust software performance estimation. J. Syst. Softw. Aldeida Aleti, Catia Trubiani, André van Hoorn, Pooyan Jamshidi
2018	J	`jnl`	Architectural Principles for Cloud Software. ACM Trans. Internet Techn. Claus Pahl, Pooyan Jamshidi, Olaf Zimmermann
2018	—	`conf`	Evaluating domain-specific metric thresholds: an empirical study. TechDebt@ICSE Allan Mori, Gustavo Vale, Markos Viggiato, Johnatan Oliveira, Eduardo Figueiredo, Elder Cirilo, Pooyan Jamshidi, Christian Kästner
2018	J	`jnl`	How is Performance Addressed in DevOps? A Survey on Industrial Practices. CoRR Cor-Paul Bezemer, Simon Eismann, Vincenzo Ferme, Johannes Grohmann, Robert Heinrich, Pooyan Jamshidi, Weiyi Shang, André van Hoorn, Mónica Villavicencio, Jürgen Walter, Felix Willnecker
2018	—	`conf`	Learning to sample: exploiting similarities across environments to learn performance models for configurable systems. ESEC/SIGSOFT FSE Pooyan Jamshidi, Miguel Velez, Christian Kästner, Norbert Siegmund
2018	J	`jnl`	Microservices migration patterns. Softw. Pract. Exp. Armin Balalaie, Abbas Heydarnoori, Pooyan Jamshidi, Damian A. Tamburri, Theo Lynn
2018	J	`jnl`	Microservices: The Journey So Far and Challenges Ahead. IEEE Softw. Pooyan Jamshidi, Claus Pahl, Nabor C. Mendonça, James Lewis, Stefan Tilkov
2018	J	`jnl`	Transfer Learning with Bellwethers to find Good Configurations. CoRR Vivek Nair, Rahul Krishna, Tim Menzies, Pooyan Jamshidi
2017	B	`conf`	A Comparison of Reinforcement Learning Techniques for Fuzzy Cloud Auto-Scaling. CCGrid Hamid Arabnejad, Claus Pahl, Pooyan Jamshidi, Giovani Estrada
2017	J	`jnl`	A Comparison of Reinforcement Learning Techniques for Fuzzy Cloud Auto-Scaling. CoRR Hamid Arabnejad, Claus Pahl, Pooyan Jamshidi, Giovani Estrada
2017	—	`conf`	Benchmark Requirements for Microservices Architecture Research. ECASE@ICSE Carlos M. Aderaldo, Nabor C. Mendonça, Claus Pahl, Pooyan Jamshidi
2017	J	`jnl`	Cloud architecture continuity: Change models and change rules for sustainable cloud software architectures. J. Softw. Evol. Process. Claus Pahl, Pooyan Jamshidi, Danny Weyns
2017	J	`jnl`	Control Strategies for Self-Adaptive Software Systems. ACM Trans. Auton. Adapt. Syst. Antonio Filieri, Martina Maggio, Konstantinos Angelopoulos, Nicolás D'Ippolito, Ilias Gerostathopoulos, Andreas Berndt Hempel, Henry Hoffmann, Pooyan Jamshidi, Evangelia Kalyvianaki, Cristian Klein, Filip Krikava, Sasa Misailovic, Alessandro Vittorio Papadopoulos, Suprio Ray, Amir Molzam Sharifloo, Stepan Shevtsov, Mateusz Ujma, Thomas Vogel
2017	J	`jnl`	Pattern-based multi-cloud architecture migration. Softw. Pract. Exp. Pooyan Jamshidi, Claus Pahl, Nabor C. Mendonça
2017	J	`jnl`	Report from GI-Dagstuhl Seminar 16394: Software Performance Engineering in the DevOps World. CoRR André van Hoorn, Pooyan Jamshidi, Philipp Leitner, Ingo Weber
2017	—	`conf`	Transfer Learning for Improving Model Predictions in Highly Configurable Software. SEAMS@ICSE Pooyan Jamshidi, Miguel Velez, Christian Kästner, Norbert Siegmund, Prasad Kawthekar
2017	J	`jnl`	Transfer Learning for Improving Model Predictions in Highly Configurable Software. CoRR Pooyan Jamshidi, Miguel Velez, Christian Kästner, Norbert Siegmund, Prasad Kawthekar
2017	J	`jnl`	Transfer Learning for Performance Modeling of Configurable Systems: An Exploratory Analysis. CoRR Pooyan Jamshidi, Norbert Siegmund, Miguel Velez, Christian Kästner, Akshay Patel, Yuvraj Agarwal
2017	A*	`conf`	Transfer learning for performance modeling of configurable systems: an exploratory analysis. ASE Pooyan Jamshidi, Norbert Siegmund, Miguel Velez, Christian Kästner, Akshay Patel, Yuvraj Agarwal
2016	J	`jnl`	A hybrid cloud controller for vertical memory elasticity: A control-theoretic approach. Future Gener. Comput. Syst. Soodeh Farokhi, Pooyan Jamshidi, Ewnetu Bayuh Lakew, Ivona Brandic, Erik Elmroth
2016	—	`conf`	A software architecture framework for quality-aware DevOps. QUDOS@ISSTA Elisabetta Di Nitto, Pooyan Jamshidi, Michele Guerriero, Ilias Spais, Damian A. Tamburri
2016	—	`conf`	An Auto-Scaling Cloud Controller Using Fuzzy Q-Learning - Implementation in OpenStack. ESOCC Hamid Arabnejad, Pooyan Jamshidi, Giovani Estrada, Nabil El Ioini, Claus Pahl
2016	B	`conf`	An Uncertainty-Aware Approach to Optimal Configuration of Stream Processing Systems. MASCOTS Pooyan Jamshidi, Giuliano Casale
2016	J	`jnl`	An Uncertainty-Aware Approach to Optimal Configuration of Stream Processing Systems. CoRR Pooyan Jamshidi, Giuliano Casale
2016	J	`jnl`	An agility-oriented and fuzziness-embedded semantic model for collaborative cloud service search, retrieval and recommendation. Future Gener. Comput. Syst. Daren Fang, Xiaodong Liu, Imed Romdhani, Pooyan Jamshidi, Claus Pahl
2016	—	`conf`	Continuous Architecting of Stream-Based Systems. WICSA Marcello M. Bersani, Francesco Marconi, Damian A. Tamburri, Pooyan Jamshidi, Andrea Nodari
2016	—	`conf`	Fuzzy Self-Learning Controllers for Elasticity Management in Dynamic Cloud Architectures. QoSA Pooyan Jamshidi, Amir Molzam Sharifloo, Claus Pahl, Hamid Arabnejad, Andreas Metzger, Giovani Estrada
2016	J	`jnl`	Managing Uncertainty in Autonomic Cloud Elasticity Controllers. IEEE Cloud Comput. Pooyan Jamshidi, Claus Pahl, Nabor C. Mendonça
2016	J	`jnl`	Metrics for BPEL Process Reusability Analysis in a Workflow System. IEEE Syst. J. Alireza Khoshkbarforoushha, Pooyan Jamshidi, Mahdi Fahmideh Gholami, Lizhe Wang, Rajiv Ranjan
2016	J	`jnl`	Microservices Architecture Enables DevOps: Migration to a Cloud-Native Architecture. IEEE Softw. Armin Balalaie, Abbas Heydarnoori, Pooyan Jamshidi
2016	—	`conf`	Microservices: A Systematic Mapping Study. CLOSER (1) Claus Pahl, Pooyan Jamshidi
2015	—	`conf`	Migrating to Cloud-Native Architectures Using Microservices: An Experience Report. ESOCC Workshops Armin Balalaie, Abbas Heydarnoori, Pooyan Jamshidi
2015	J	`jnl`	Migrating to Cloud-Native Architectures Using Microservices: An Experience Report. CoRR Armin Balalaie, Abbas Heydarnoori, Pooyan Jamshidi
2015	—	`conf`	Modelling multi-tier enterprise applications behaviour with design of experiments technique. QUDOS@SIGSOFT FSE Tatiana Ustinova, Pooyan Jamshidi
2015	—	`conf`	Performance-Based Vertical Memory Elasticity. ICAC Soodeh Farokhi, Pooyan Jamshidi, Drazen Lucanin, Ivona Brandic
2015	J	`jnl`	Performance-oriented DevOps: A Research Agenda. CoRR Andreas Brunnert, André van Hoorn, Felix Willnecker, Alexandru Danciu, Wilhelm Hasselbring, Christoph Heger, Nikolas Herbst, Pooyan Jamshidi, Reiner Jung, Jóakim von Kistowski, Anne Koziolek, Johannes Kroß, Simon Spinner, Christian Vögele, Jürgen Walter, Alexander Wert
2015	—	`conf`	Self-Learning Cloud Controllers: Fuzzy Q-Learning for Knowledge Evolution. ICCAC Pooyan Jamshidi, Amir Molzam Sharifloo, Claus Pahl, Andreas Metzger, Giovani Estrada
2015	J	`jnl`	Self-Learning Cloud Controllers: Fuzzy Q-Learning for Knowledge Evolution. CoRR Pooyan Jamshidi, Amir Molzam Sharifloo, Claus Pahl, Andreas Metzger, Giovani Estrada
2015	J	`jnl`	Service workload patterns for Qos-driven cloud resource management. J. Cloud Comput. Li Zhang, Yichuan Zhang, Pooyan Jamshidi, Lei Xu, Claus Pahl
2015	B	`conf`	Software Architecture for the Cloud - A Roadmap Towards Control-Theoretic, Model-Based Cloud Architecture. ECSA Claus Pahl, Pooyan Jamshidi
2015	—	`conf`	Software Engineering Meets Control Theory. SEAMS@ICSE Antonio Filieri, Martina Maggio, Konstantinos Angelopoulos, Nicolás D'Ippolito, Ilias Gerostathopoulos, Andreas B. Hempel, Henry Hoffmann, Pooyan Jamshidi, Evangelia Kalyvianaki, Cristian Klein, Filip Krikava, Sasa Misailovic, Alessandro Vittorio Papadopoulos, Suprio Ray, Amir Molzam Sharifloo, Stepan Shevtsov, Mateusz Ujma, Thomas Vogel
2014	A	`conf`	Autonomic resource provisioning for cloud-based software. SEAMS Pooyan Jamshidi, Aakash Ahmad, Claus Pahl
2014	J	`jnl`	Classification and comparison of architecture evolution reuse knowledge - a systematic review. J. Softw. Evol. Process. Aakash Ahmad, Pooyan Jamshidi, Claus Pahl
2014	—	`conf`	Cloud Migration Patterns: A Multi-cloud Service Architecture Perspective. ICSOC Workshops Pooyan Jamshidi, Claus Pahl, Samuel Chinenyeze, Xiaodong Liu
2014	J	`jnl`	Enhancing the OPEN Process Framework with service-oriented method fragments. Softw. Syst. Model. Mahdi Fahmideh Gholami, Mohsen Sharifi, Pooyan Jamshidi
2014	J	`jnl`	Metrics for BPEL Process Reusability Analysis in a Workflow System. CoRR Alireza Khoshkbarforoushha, Pooyan Jamshidi, Mahdi Fahmideh Gholami, Lizhe Wang, Rajiv Ranjan
2014	—	`conf`	Orthogonal Variability Modeling to Support Multi-cloud Application Configuration. ESOCC Workshops Pooyan Jamshidi, Claus Pahl
2014	Misc	`conf`	Workload Patterns for Quality-Driven Dynamic Cloud Service Configuration and Auto-Scaling. UCC Li Zhang, Yichuan Zhang, Pooyan Jamshidi, Lei Xu, Claus Pahl
2013	—	`conf`	A Framework for Classifying and Comparing Architecture-centric Software Evolution Research. CSMR Pooyan Jamshidi, Mohammad Ghafari, Aakash Ahmad, Claus Pahl
2013	J	`jnl`	A Pattern Language for the Evolution of Component-based Software Architectures. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. Aakash Ahmad, Pooyan Jamshidi, Claus Pahl, Fawad Khaliq
2013	J	`jnl`	A framework for acquisition and application of software architecture evolution knowledge: 14. ACM SIGSOFT Softw. Eng. Notes Aakash Ahmad, Pooyan Jamshidi, Claus Pahl
2013	—	`conf`	Adaptive traffic management for secure and efficient emergency services in smart cities. PerCom Workshops Soufiene Djahel, Mazeiar Salehie, Irina Tal, Pooyan Jamshidi
2013	J	`jnl`	Cloud Migration Research: A Systematic Review. IEEE Trans. Cloud Comput. Pooyan Jamshidi, Aakash Ahmad, Claus Pahl
2012	—	`conf`	An architectural approach to ensure globally consistent dynamic reconfiguration of component-based systems. CBSE Mohammad Ghafari, Pooyan Jamshidi, Saeed Shahbazi, Hassan Haghighi
2012	C	`conf`	Business process and software architecture model co-evolution patterns. MiSE Pooyan Jamshidi, Claus Pahl
2012	—	`conf`	Graph-Based Pattern Identification from Architecture Change Logs. CAiSE Workshops Aakash Ahmad, Pooyan Jamshidi, Claus Pahl
2012	—	`conf`	Graph-based implicit knowledge discovery from architecture change logs. WICSA/ECSA Companion Volume Aakash Ahmad, Pooyan Jamshidi, Muteer Arshad, Claus Pahl
2012	C	`conf`	Pattern-driven Reuse in Architecture-centric Evolution for Service Software. ICSOFT Aakash Ahmad, Pooyan Jamshidi, Claus Pahl
2011	B	`conf`	A Genetic Algorithm Based Approach to Service Identification. SERVICES Ali Kazemi, Ali Rostampour, Pooyan Jamshidi, Eslam Nazemi, Fereidoon Shams, Ali Nasirzadeh Azizkandi
2011	—	`conf`	An Information Retrieval Based Approach for Measuring Service Conceptual Cohesion. QSIC Ali Kazemi, Ali Rostampour, Amin Zamiri, Pooyan Jamshidi, Hassan Haghighi, Fereidoon Shams
2011	—	`conf`	Measuring the Conceptual Coupling of Services Using Latent Semantic Indexing. IEEE SCC Ali Kazemi, Ali Nasirzadeh Azizkandi, Ali Rostampour, Hassan Haghighi, Pooyan Jamshidi, Fereidoon Shams
2011	J	`jnl`	Metrics for BPEL process context-independency analysis. Serv. Oriented Comput. Appl. Alireza Khoshkbarforoushha, Pooyan Jamshidi, Ali Nikravesh, Fereidoon Shams
2011	B	`conf`	Process patterns for service-oriented software development. RCIS Mahdi Fahmideh, Mohsen Sharifi, Pooyan Jamshidi, Fereidoon Shams, Hassan Haghighi
2011	—	`conf`	Toward a Methodological Knowledge for Service-Oriented Development Based on OPEN Meta-Model. ICSECS (3) Mahdi Fahmideh, Fereidoon Shams, Pooyan Jamshidi
2010	—	`conf`	A Procedure for Extracting Software Development Process Patterns. EMS Mahdi Fahmideh Gholami, Pooyan Jamshidi, Fereidoon Shams
2010	—	`conf`	A metric for composite service reusability analysis. WETSoM Alireza Khoshkbarforoushha, Pooyan Jamshidi, Fereidoon Shams
2010	—	`conf`	A metric for measuring the degree of entity-centric service cohesion. SOCA Ali Rostampour, Ali Kazemi, Fereidoon Shams Aliee, Amin Zamiri, Pooyan Jamshidi
2010	B	`conf`	Towards a Metrics Suite for Measuring Composite Service Granularity Level Appropriateness. SERVICES Alireza Khoshkbarforoushha, R. Tabein, Pooyan Jamshidi, Fereidoon Shams Aliee
2009	—	`conf`	A metric for measuring BPEL process context-independency. SOCA Alireza Khoshkbarforoushha, Pooyan Jamshidi, Ali Nikravesh, Sedigheh Khoshnevis, Fereidoon Shams Aliee
2009	C	`conf`	ASSM: Toward an automated method for service specification. APSCC Pooyan Jamshidi, Sedigheh Khoshnevis, R. Teimourzadegan, Ali Nikravesh, Alireza Khoshkbarforoushha, Fereidoon Shams Aliee
2009	C	`conf`	Model driven approach to Service oriented Enterprise Architecture. APSCC Sedigheh Khoshnevis, Fereidoon Shams Aliee, Pooyan Jamshidi
2009	—	`conf`	Rearchitecting Meta-modeling Foundation: A Formal Approach. SEDE Pooyan Jamshidi, Fereidoon Shams Aliee, Sedigheh Khoshnevis, R. Teimourzadegan, Ali Nikravesh
2009	—	`conf`	Toward automatic transformation of enterprise business model to service model. PESOS@ICSE Pooyan Jamshidi, Sedigheh Khoshnevis, R. Teimourzadegan, Ali Nikravesh, Fereidoon Shams
2008	—	`conf`	To Establish Enterprise Service Model from Enterprise Business Model. IEEE SCC (1) Pooyan Jamshidi, Mohsen Sharifi, Saeed Mansour