Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the UglyHerbert WoisetschlägerAlexander Erbenet al.2024SIGMOD 2024
Serverless End Game: Disaggregation enabling TransparencyPedro Garcia-lopezAleksander Slominskiet al.2024EuroSys 2024
RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous Environment Via Submodular PartitioningHaoze HeParijat Dube2023ICCV 2023
Towards a Practical Defense Against Adversarial Attacks on Deep Learning-Based Malware Detectors via Randomized SmoothingDaniel GibertGiulio Zizzoet al.2023ESORICS 2023
Accelerating automation of digital health applications via cloud native approachBo WenYan Koyfmanet al.2022Middleware/WOC 2022
Towards an Approximation-Aware Computational Workflow Framework for Accelerating Large-Scale Discovery TasksMichael A. JohnstonVassils Vassiliadis2022ApPLIED 2022