Selected Publications
Model Elasticity for Hardware Heterogeneity in Federated Learning Systems Inproceedings Forthcoming
In: FedEdge 2022 - 1st ACM Workshop on Data Privacy and Federated Learning Technologies for Mobile Edge Network, Forthcoming.
Domain-Specific Architectures (DSAs): Research Problems and Promising Approaches Journal Article Forthcoming
In: ACM Transactions on Embedded Computing Systems, Forthcoming.
Edge AI: Systems Design and ML for IoT Data Analytics Inproceedings
In: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp. 3565–3566, 2020.
New Directions in Distributed Deep Learning: Bringing the Network at Forefront of IoT Design Journal Article
In: arXiv preprint arXiv:2008.10805, 2020.
EdgeAI: A Vision for Deep Learning in IoT Era Journal Article
In: IEEE Design & Test, 2019.