Ahsan Ali

TiFL: A Tier-based Federated Learning System

Zheng Chai, Ahsan Ali, Syed Zawad et al. · 2020 · 313 citations

Computing, Computer Science, Distributed Systems +15

BATCH: Machine Learning Inference Serving on Serverless Platforms with Adaptive Batching

Ahsan Ali, Riccardo Pinciroli, Feng Yan et al. · 2020 · 170 citations

Computing, Cloud Computing, Computer Science +15

Optimizing inference serving on serverless platforms

Ahsan Ali, Riccardo Pinciroli, Feng Yan et al. · Proceedings of the VLDB Endowment · 2022 · 57 citations

Computing, Computer Science, Computer Systems +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 · 53 citations · Full text

Computing, Computer Science, Computer Systems +13

Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval

Zhengchun Liu, Ahsan Ali, Péter Kenesei et al. · 2021 · 23 citations

Computing, Computer Engineering, Computer Science +15