Pooyan Jamshidi

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Claus PahlFree University of Bozen-Bolzano, Faculty of Computer ScienceVerified email at unibz.it
Aakash AhmadAssistant Professor - Lancaster University Leipzig, GermanyVerified email at lancaster.ac.uk
Fereidoon Shams AlieeProfessor, Faculty of Computer Science & Engineering, Shahid Beheshti UniversityVerified email at sbu.ac.ir
Christian KästnerCarnegie Mellon University, School of Computer ScienceVerified email at cs.cmu.edu
Nabor MendoncaTitular Professor, Universidade de FortalezaVerified email at unifor.br
Armin BalalaieMeta PlatformsVerified email at fb.com
Abbas HeydarnooriBowling Green State UniversityVerified email at bgsu.edu
Mohammad Ali JavidianAssistant Professor, Appalachian State UniversityVerified email at appstate.edu
Md Shahriar IqbalUniversity of South CarolinaVerified email at email.sc.edu
Norbert SiegmundProfessor of Computer Science, Leipzig UniversityVerified email at informatik.uni-leipzig.de
Miguel VelezGoogleVerified email at alumni.cmu.edu
David GarlanProfessor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
André van HoornUniversity of Hamburg, GermanyVerified email at uni-hamburg.de
Bradley SchmerlPrinciple Systems Scientist, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Dr. Amir Molzam ShariflooVerified email at paluno.uni-due.de
Javier CámaraAssociate Professor of Computer Science, University of MálagaVerified email at uma.es
Damian A. TamburriAssociate Prof., TU/e - JADS, Politecnico di MilanoVerified email at acm.org
Rahul KrishnaResearch Staff Member :: IBM Research, Yorktown Heights, NYVerified email at ibm.com
Sedigheh KhoshnevisPhD,Shahid Beheshti University, IAU Shahr-e-Qods Branch, ORCID:0000-0001-5201-6731Verified email at sbu.ac.ir
Alireza KhoshkbarforoushhaPhD, Australian National University (ANU)Verified email at amazon.com

Pooyan Jamshidi

Assistant Professor of Computer Science and Engineering, University of South Carolina, Google

Verified email at cse.sc.edu - Homepage

Machine Learning Systems Causality ML for Systems Systems for ML Self-Adaptive Systems


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Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling K Razavi, S Ghafouri, M Mühlhäuser, P Jamshidi, L Wang arXiv preprint arXiv:2404.00704, 2024		2024
FlexiBO: A Decoupled Cost-Aware Multi-objective Optimization Approach for Deep Neural Networks (Abstract Reprint) MS Iqbal, J Su, L Kotthoff, P Jamshidi Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 22700 …, 2024		2024
CURE: Simulation-Augmented Auto-Tuning in Robotics MA Hossen, S Kharade, JM O'Kane, B Schmerl, D Garlan, P Jamshidi arXiv preprint arXiv:2402.05399, 2024		2024
Software Engineering for Robotics: Future Research Directions; Report from the 2023 Workshop on Software Engineering for Robotics CL Goues, S Elbaum, D Anthony, ZB Celik, M Castillo-Effen, N Correll, ... arXiv preprint arXiv:2401.12317, 2024		2024
HEET: A Heterogeneity Measure to Quantify the Difference across Distributed Computing Systems A Mokhtari, S Ghafouri, P Jamshidi, MA Salehi arXiv preprint arXiv:2312.03235, 2023		2023
CAMEO: A Causal Transfer Learning Approach for Performance Optimization of Configurable Computer Systems MS Iqbal, Z Zhong, I Ahmad, B Ray, P Jamshidi Proceedings of the 2023 ACM Symposium on Cloud Computing, 555-571, 2023	1	2023
Introducing Interactions in Multi-Objective Optimization of Software Architectures V Cortellessa, JA Diaz-Pace, D Di Pompeo, S Frank, P Jamshidi, M Tucci, ... arXiv preprint arXiv:2308.15084, 2023		2023
IPA: Inference Pipeline Adaptation to Achieve High Accuracy and Cost-Efficiency S Ghafouri, K Razavi, M Salmani, A Sanaee, T Lorido-Botran, L Wang, ... arXiv preprint arXiv:2308.12871, 2023	1	2023
FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks MS Iqbal, J Su, L Kotthoff, P Jamshidi Journal of Artificial Intelligence Research 77, 645-682, 2023	2	2023
Independent Modular Networks H Damirchi, F Agostinelli, P Jamshidi arXiv preprint arXiv:2306.01316, 2023		2023
CAMEO: A Causal Transfer Learning Approach for Performance Optimization of Configurable Computer Systems M Shahriar Iqbal, Z Zhong, I Ahmad, B Ray, P Jamshidi arXiv e-prints, arXiv: 2306.07888, 2023		2023
CaRE: Finding Root Causes of Configuration Issues in Highly-Configurable Robots MA Hossen, S Kharade, B Schmerl, J Cámara, JM O'Kane, EC Czaplinski, ... IEEE Robotics and Automation Letters, 2023	3	2023
Reconciling high accuracy, cost-efficiency, and low latency of inference serving systems M Salmani, S Ghafouri, A Sanaee, K Razavi, M Mühlhäuser, J Doyle, ... Proceedings of the 3rd Workshop on Machine Learning and Systems, 78-86, 2023	6	2023
Rethinking Robust Contrastive Learning from the Adversarial Perspective F Ghofrani, M Yaghouti, P Jamshidi arXiv preprint arXiv:2302.02502, 2023		2023
On the Role of Contrastive Representation Learning in Adversarial Robustness: An Empirical Study. F Ghofrani, M Yaghouti, P Jamshidi CoRR, 2023		2023
CaRE: Finding Root Causes of Configuration Issues in Highly-Configurable Robots M Abir Hossen, S Kharade, B Schmerl, J Cámara, JM O'Kane, ... arXiv e-prints, arXiv: 2301.07690, 2023		2023
Guidelines for artifacts to support industry-relevant research on self-adaptation D Weyns, I Gerostathopoulos, B Buhnova, N Cardozo, E Cioroaica, ... ACM SIGSOFT Software Engineering Notes 47 (4), 18-24, 2022	6	2022
Improving the Performance of DNN-based Software Services using Automated Layer Caching M Abedi, Y Iouannou, P Jamshidi, H Hemmati arXiv preprint arXiv:2209.08625, 2022		2022
SPEC Research-Introducing the Predictive Data Analytics Working Group: Poster Paper A Bauer, M Leznik, MS Iqbal, D Seybold, I Trubin, B Erb, J Domaschka, ... Companion of the 2022 ACM/SPEC International Conference on Performance …, 2022		2022
Change point detection for MongoDB time series performance regression M Leznik, MS Iqbal, I Trubin, A Lochner, P Jamshidi, A Bauer Companion of the 2022 ACM/SPEC International Conference on Performance …, 2022	4	2022

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