Pooyan Jamshidi
- Microservices Architecture Enables DevOps: Migration to a Cloud-Native Architecture
2016/05/01 by Armin Balalaie, Abbas Heydarnoori, Pooyan Jamshidi · 5 citations
- An Uncertainty-Aware Approach to Optimal Configuration of Stream Processing Systems
2016/06/21 by Pooyan Jamshidi, Giuliano Casale, Jamshidi, Pooyan +1 · 3 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Data Stream Mining Techniques #Distributed #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Parallel #and Cluster Computing (cs.DC)
- Whence to Learn? Transferring Knowledge in Configurable Systems using\n BEETLE
2019/11/01 by Rahul Krishna, Krishna, Rahul, Vivek Nair +5 · 3 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- Microservices: The Journey So Far and Challenges Ahead
2018/05/01 by Pooyan Jamshidi, Claus Pahl, Nabor C. Mendonca +4 · 2 citations
Computer Science · #Advanced Software Engineering Methodologies #Cloud Computing and Resource Management #Software System Performance and Reliability
- Conservative Q-Improvement: Reinforcement Learning for an Interpretable Decision-Tree Policy
2019/07/02 by Aaron M. Roth, Roth, Aaron M., Nicholay Topin +5 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
- Transfer Learning for Performance Modeling of Configurable Systems: An\n Exploratory Analysis
2017/09/07 by Pooyan Jamshidi, Jamshidi, Pooyan, Norbert Siegmund +9 · 2 citations
Computer Science · #Advanced Software Engineering Methodologies #FOS: Computer and information sciences #Machine Learning (stat.ML) #Performance (cs.PF) #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
- Transfer Learning for Performance Modeling of Configurable Systems: A Causal Analysis
2019/02/26 by Mohammad Ali Javidian, Pooyan Jamshidi, Javidian, Mohammad Ali +3 · 2 citations
Computer Science · #Bayesian Modeling and Causal Inference #Software System Performance and Reliability #Software Reliability and Analysis Research
- Transfer Learning for Improving Model Predictions in Highly Configurable Software
2017/04/01 by Pooyan Jamshidi, Miguel Velez, Jamshidi, Pooyan +7 · 1 citation
Computer Science · #Software System Performance and Reliability #Software Engineering Research #Software Reliability and Analysis Research