Speed Up Federated Learning in Heterogeneous Environments: A Dynamic Tiering Approach
Mohammadabadi, Seyed Mahmoud Sajjadi, Zawad, Syed, Yan, Feng, Yang, Lei
Published in IEEE internet of things journal (26.10.2024)
Published in IEEE internet of things journal (26.10.2024)
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Journal Article
AI augmented Edge and Fog computing: Trends and challenges
Tuli, Shreshth, Mirhakimi, Fatemeh, Pallewatta, Samodha, Zawad, Syed, Casale, Giuliano, Javadi, Bahman, Yan, Feng, Buyya, Rajkumar, Jennings, Nicholas R.
Published in Journal of network and computer applications (01.07.2023)
Published in Journal of network and computer applications (01.07.2023)
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Journal Article
Enabling scalable and adaptive machine learning training via serverless computing on public cloud
Ali, Ahsan, Ma, Xiaolong, Zawad, Syed, Aditya, Paarijaat, Akkus, Istemi Ekin, Chen, Ruichuan, Yang, Lei, Yan, Feng
Published in Performance evaluation (01.11.2024)
Published in Performance evaluation (01.11.2024)
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Journal Article
Reinforcement-Learning-Empowered MLaaS Scheduling for Serving Intelligent Internet of Things
Qin, Heyang, Zawad, Syed, Zhou, Yanqi, Padhi, Sanjay, Yang, Lei, Yan, Feng
Published in IEEE internet of things journal (01.07.2020)
Published in IEEE internet of things journal (01.07.2020)
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Journal Article
Speed Up Federated Learning in Heterogeneous Environment: A Dynamic Tiering Approach
Mohammadabadi, Seyed Mahmoud Sajjadi, Zawad, Syed, Yan, Feng, Yang, Lei
Year of Publication 09.12.2023
Year of Publication 09.12.2023
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Journal Article
Towards Collecting Royalties for Copyrighted Data for Generative Models
Ludwig, Heiko, Zhou, Yi, Zawad, Syed, Ong, Yuya, Li, Pengyuan, Butler, Eric, Zahid, Eelaaf
Published in 2024 IEEE International Conference on Web Services (ICWS) (07.07.2024)
Published in 2024 IEEE International Conference on Web Services (ICWS) (07.07.2024)
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Conference Proceeding
TIFF: Tokenized Incentive for Federated Learning
Han, Jingoo, Khan, Ahmad Faraz, Zawad, Syed, Anwar, Ali, Angel, Nathalie Baracaldo, Zhou, Yi, Yan, Feng, Butt, Ali R.
Published in 2022 IEEE 15th International Conference on Cloud Computing (CLOUD) (01.07.2022)
Published in 2022 IEEE 15th International Conference on Cloud Computing (CLOUD) (01.07.2022)
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Conference Proceeding
SMLT: A Serverless Framework for Scalable and Adaptive Machine Learning Design and Training
Ali, Ahsan, Zawad, Syed, Aditya, Paarijaat, Akkus, Istemi Ekin, Chen, Ruichuan, Yan, Feng
Year of Publication 03.05.2022
Year of Publication 03.05.2022
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Journal Article
Heterogeneity-Aware Adaptive Federated Learning Scheduling
Han, Jingoo, Khan, Ahmad Faraz, Zawad, Syed, Anwar, Ali, Angel, Nathalie Baracaldo, Zhou, Yi, Yan, Feng, Butt, Ali R.
Published in 2022 IEEE International Conference on Big Data (Big Data) (17.12.2022)
Published in 2022 IEEE International Conference on Big Data (Big Data) (17.12.2022)
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Conference Proceeding
AI Augmented Edge and Fog Computing: Trends and Challenges
Tuli, Shreshth, Mirhakimi, Fatemeh, Pallewatta, Samodha, Zawad, Syed, Casale, Giuliano, Javadi, Bahman, Yan, Feng, Buyya, Rajkumar, Jennings, Nicholas R
Year of Publication 01.08.2022
Year of Publication 01.08.2022
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Journal Article
TRAINING MODELS UNDER RESOURCE CONSTRAINTS FOR CROSS-DEVICE FEDERATED LEARNING
Gifford, Wesley M, Zhou, Yi, Zawad, Syed, Baracaldo Angel, Nathalie, Kadhe, Swanand Ravindra
Year of Publication 31.10.2024
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Year of Publication 31.10.2024
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