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Ashkan Yousefpour
Ashkan Yousefpour
AI Scientist
Adresă de e-mail confirmată pe meta.com - Pagina de pornire
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All one needs to know about fog computing and related edge computing paradigms: A complete survey
A Yousefpour, C Fung, T Nguyen, K Kadiyala, F Jalali, A Niakanlahiji, ...
Journal of Systems Architecture 98, 289-330, 2019
15702019
On Reducing IoT Service Delay via Fog Offloading
A Yousefpour, G Ishigaki, R Gour, JP Jue
IEEE Internet of Things Journal, 2018
4462018
Opacus: User-Friendly Differential Privacy Library in PyTorch
A Yousefpour, I Shilov, A Sablayrolles, D Testuggine, K Prasad, M Malek, ...
PriML-NeurIPS, 2021
4032021
Fog computing: Towards minimizing delay in the internet of things
A Yousefpour, G Ishigaki, JP Jue
IEEE international conference on edge computing (EDGE), 2017
3572017
Federated learning with buffered asynchronous aggregation
J Nguyen, K Malik, H Zhan, A Yousefpour, M Rabbat, M Malek, D Huba
International conference on artificial intelligence and statistics, 3581-3607, 2022
3332022
FogPlan: a lightweight QoS-aware dynamic fog service provisioning framework
A Yousefpour, A Patil, G Ishigaki, I Kim, X Wang, HC Cankaya, Q Zhang, ...
IEEE Internet of Things Journal, 2019
277*2019
Papaya: Practical, private, and scalable federated learning
D Huba, J Nguyen, K Malik, R Zhu, M Rabbat, A Yousefpour, CJ Wu, ...
Proceedings of Machine Learning and Systems 4, 814-832, 2022
1482022
Dynamic time and spectrum fragmentation-aware service provisioning in elastic optical networks with multi-path routing
R Zhu, Y Zhao, H Yang, X Yu, J Zhang, A Yousefpour, N Wang, JP Jue
Optical Fiber Technology, 2016
532016
Cluster leader election problem for distributed controller placement in sdn
G Ishigaki, R Gour, A Yousefpour, N Shinomiya, JP Jue
GLOBECOM, 2017
332017
Multi-path fragmentation-aware advance reservation provisioning in elastic optical networks
R Zhu, JP Jue, A Yousefpour, Y Zhao, H Yang, J Zhang, X Yu, N Wang
GLOBECOM, 2016
312016
Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud
A Yousefpour, S Devic, BQ Nguyen, A Kreidieh, A Liao, AM Bayen, JP Jue
International Workshop on Challenges in Artificial Intelligence and Machine …, 2019
302019
Green Federated Learning
A Yousefpour, S Guo, A Shenoy, S Ghosh, P Stock, K Maeng, SW Krüger, ...
FL-ICML, 2023
202023
All one needs to know about fog computing and related edge computing paradigms
A Yousefpour, C Fung, T Nguyen, K Kadiyala, F Jalali, A Niakanlahiji, ...
Journal of Systems Architecture, 0
16
ResiliNet: Failure-Resilient Inference in Distributed Neural Networks
A Yousefpour, BQ Nguyen, S Devic, G Wang, A Kreidieh, H Lobel, ...
FL-ICML, 2020
102020
Aligning Large Language Models by On-Policy Self-Judgment
S Lee, S Kim, A Yousefpour, M Seo, KM Yoo, Y Yu
ACL, 2024
92024
Survivable routing in multi-domain optical networks with geographically correlated failures
R Gour, J Kong, G Ishigaki, A Yousefpour, S Hong, JP Jue
GLOBECOM, 2017
92017
Reconciling security and communication efficiency in federated learning
K Prasad, S Ghosh, G Cormode, I Mironov, A Yousefpour, P Stock
FL-NeurIPS, 2022
72022
Finding survivable routes in multi-domain optical networks with geographically correlated failures
R Gour, J Kong, G Ishigaki, A Yousefpour, S Hong, JP Jue
Journal of Optical Communications and Networking, 2018
72018
A privacy scheme for monitoring devices in the internet of things
A Yousefpour, ZJ Haas
Pervasive Computing Paradigms for Mental Health, 2016
3*2016
Instant Accident Reporting and Crowdsensed Road Condition Analytics for Smart Cities
A Yousefpour, C Fung, T Nguyen, D Hong, D Zhang
arXiv preprint arXiv:1711.06710, 2017
22017
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