@article{damaskinos:hal-03906055, TITLE = {{FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction}}, AUTHOR = {Damaskinos, Georgios and Guerraoui, Rachid and Kermarrec, Anne-Marie and Nitu, Vlad and Patra, Rhicheek and Taiani, Francois}, URL = {https://inria.hal.science/hal-03906055}, JOURNAL = {{ACM Transactions on Intelligent Systems and Technology}}, PUBLISHER = {{ACM}}, VOLUME = {13}, NUMBER = {5}, PAGES = {1-30}, YEAR = {2022}, MONTH = Oct, DOI = {10.1145/3527621}, KEYWORDS = {CCS Concepts: Computing methodologies $\rightarrow$ Machine learning $\bullet$ Security and privacy federated learning ; online learning ; asynchronous gradient descent ; profiling ; mobile Android devices ; CCS Concepts: ; Computing methodologies $\rightarrow$ Machine learning ; $\bullet$ Security and privacy ; federated learning}, PDF = {https://inria.hal.science/hal-03906055/file/main.pdf}, HAL_ID = {hal-03906055}, HAL_VERSION = {v1}, }