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Pooyan Jamshidi
Pooyan Jamshidi
Assistant Professor of Computer Science and Engineering, University of South Carolina, Google
Verified email at cse.sc.edu - Homepage
Title
Cited by
Year
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
12022
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
FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems
A Mokhtari, MA Hossen, P Jamshidi, MA Salehi
2022 IEEE 15th International Conference on Cloud Computing (CLOUD), 459-468, 2022
1*2022
Getting the Best Bang For Your Buck: Choosing What to Evaluate for Faster Bayesian Optimization
MS Iqbal, J Su, L Kotthoff, P Jamshidi
First Conference on Automated Machine Learning (Late-Breaking Workshop), 2022
2022
Unicorn: reasoning about configurable system performance through the lens of causality
MS Iqbal, R Krishna, MA Javidian, B Ray, P Jamshidi
Proceedings of the Seventeenth European Conference on Computer Systems, 199-217, 2022
12022
On debugging the performance of configurable software systems: Developer needs and tailored tool support
M Velez, P Jamshidi, N Siegmund, S Apel, C Kästner
arXiv preprint arXiv:2203.10356, 2022
52022
AI for Addressing Unknown Unknowns in Outer Solar System Missions
EC Czaplinski, J Cámara, K Dzurilla, MA Hossen, B Schmerl, J Su, ...
LPI Contributions 2678, 2734, 2022
2022
Pre-Trained Language Transformers are Universal Image Classifiers
R Goel, M Sulaiman, K Noorbakhsh, M Sharifi, R Sharma, P Jamshidi, ...
arXiv preprint arXiv:2201.10182, 2022
2022
SPEC Research—Introducing the Predictive Data Analytics Working Group
A Bauer, M Leznik, MS Iqbal, D Seybold, I Trubin, B Erb, J Domaschka, ...
2022
Change Point Detection for MongoDB Time Series Performance Regression
M Leznik, MS Iqbal, I Trubin, A Lochner, P Jamshidi, A Bauer
Proceedings of the 11th ACM/SPEC International Conference on Performance …, 2022
32022
Unicorn: Reasoning about Configurable System Performance through the lens of Causality
M Shahriar Iqbal, R Krishna, MA Javidian, B Ray, P Jamshidi
arXiv e-prints, arXiv: 2201.08413, 2022
2022
Pretrained Language Models are Symbolic Mathematics Solvers too!
K Noorbakhsh, M Sulaiman, M Sharifi, K Roy, P Jamshidi
arXiv preprint arXiv:2110.03501, 2021
42021
White-box analysis over machine learning: Modeling performance of configurable systems
M Velez, P Jamshidi, N Siegmund, S Apel, C Kästner
2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE …, 2021
232021
An Order-Independent Algorithm for Learning Chain Graphs
MA Javidian, M Valtorta, P Jamshidi
The International FLAIRS Conference Proceedings 34, 2021
2021
Scalable Causal Transfer Learning
MA Javidian, O Pandey, P Jamshidi
arXiv preprint arXiv:2103.00139, 2021
12021
Accelerating Recursive Partition-Based Causal Structure Learning
M Rahman, A Rasheed, M Khan, MA Javidian, P Jamshidi, ...
arXiv preprint arXiv:2102.11545, 2021
22021
Scalable Causal Domain Adaptation
MA Javidian, O Pandey, P Jamshidi
arXiv e-prints, arXiv: 2103.00139, 2021
2021
Toward a definition for serverless computing
S Kounev, C Abad, I Foster, N Herbst, A Iosup, S Al-Kiswany, AAE Hassan, ...
Schloss Dagstuhl--Leibniz-Zentrum fur Informatik, 2021
122021
ATHENA: A Framework based on Diverse Weak Defenses for Building Adversarial Defense
Y Meng, J Su, JM O’Kane, P Jamshidi
42020
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Articles 1–20