Mónica Wachowicz

Developing a Real-Time Data Analytics Framework Using Hadoop

2015

Currently, the majority of existing workflows are based on meta-heuristics that produce good heuristics that are dynamic in nature, and map the workflow tasks to services on-the-fly, but unfortunately, they lack the ability of supporting …

Evaluating Multi-Global Server Architecture for Federated Learning

2023 · arXiv (Cornell University)

Federated learning (FL) with a single global server framework is currently a popular approach for training machine learning models on decentralized environment, such as mobile devices and edge devices. However, the centralized server architecture poses …