Publication
Ao Wang, Jingyuan Zhang, Xiaolong Ma, Ali Anwar, Lukas Rupprecht, Dimitrios Skourtis, Vasily Tarasov, Feng Yan, Yue Cheng, InfiniCache: Exploiting Ephemeral Serverless Functions to Build a Cost-Effective Memory Cache, in Proceedings of the 18th USENIX Conference on File and Storage Technologies (FAST 2020), Santa Clara, CA, USA, Feb, 2020 (long paper, acceptance rate: 16.7%).
Jingyuan Zhang, Ao Wang, Xiaolong Ma, Benjamin Carver, Nicholas John Newman, Ali Anwar, Lukas Rupprecht, Dimitrios Skourtis, Vasily Tarasov, Feng Yan, and Yue Cheng, SION: Elastic Serverless Cloud Storage, in Proceedings of the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, Aug, 2023 (Paper acceptance rate: TBD).
Xiaolong Ma, Feng Yan, Lei Yang, Ian Foster, Michael Papka, Zhengchun Liu, Rajkumar Kettimuthu, MalleTrain: Deep Neural Networks Training on Unfillable Supercomputer Nodes, in Proceedings of the 15th ACM/SPEC International Conference on Perfmance Engineering (ICPE 2024), South Kensington, London, UK, May, 2024.
Ahsan Ali*, Xiaolong Ma*, Syed Zawada, Paarijaat Adityab, Istemi Ekin Akkusb, Ruichuan Chen, Lei Yang, Feng Yan, Enabling Scalable and Adaptive Machine Learning Training via Serverless Computing on Public Cloud, Performance Evaluation (*Equal Contribution and Co-First Authors)
Syed Zawad*, Xiaolong Ma*, Jun Yi*, Minjia Zhang, Cheng Li, Lei Yang, Feng Yan, Yuxiong He, FedCust: Offloading Hyperparameter Customization for Federated Learning, Performance Evaluation (*Equal Contribution and Co-First Authors)
