Is Sharing Caring? Analyzing the Incentives for Shared Cloud Clusters. - Talha Mehboob; Noman Bashir; Michael Zink; David E. Irwin 001 (ICPE, 2023)

CEFL: Carbon-Efficient Federated Learning. - Talha Mehboob; Noman Bashir; Jesús Omana Iglesias; Michael Zink; David E. Irwin 001 (CoRR, 2023)

PowerTrip: Exploiting Federated Heterogeneous Datacenter Power for Distributed ML Training. - Talha Mehboob; Luanzheng Guo; Nathan R. Tallent; Michael Zink; David E. Irwin 001 (CoRR, 2025)