Syed Zawad

TiFL: A Tier-based Federated Learning System

Zheng Chai, Ahsan Ali, Syed Zawad et al. · 2020 · 302 citations

Artificial Intelligence, Cluster Computing, Engineering +17

AI augmented Edge and Fog computing: Trends and challenges

Shreshth Tuli, Fatemeh Mirhakimi, Samodha Pallewatta et al. · Journal of Network and Computer Applications · 2023 · 92 citations · Full text

Artificial Intelligence, Engineering, Fog Computing Security +17

Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning

Syed Zawad, Ahsan Ali, Pin‐Yu Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 52 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +23

Speed Up Federated Learning in Heterogeneous Environments: A Dynamic Tiering Approach

Seyed Mahmoud Sajjadi Mohammadabadi, Syed Zawad, Feng Yan et al. · IEEE Internet of Things Journal · 2024 · 30 citations

Swift machine learning model serving scheduling

Heyang Qin, Syed Zawad, Yanqi Zhou et al. · 2019 · 19 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +16