An Overview of the Data-Loader Landscape: Comparative Performance Analysis

I’m a Ph.D. candidate in Electrical and Computer Engineering at Yale, advised by Prof. Leandros Tassiulas. My research sits at the intersection of AI and networked systems, with a focus on Collaborative Learning (Federated, Split) for multimodal models under communication and compute constraints. Before the Ph.D., I was a Research Engineer at the Yale Institute for Network Science (YINS), and earlier a Research Assistant at the Centre for Research & Technology Hellas (CERTH)/INAB.