The MLSys Group and the Hao AI Lab, led by Hao Zhang, an assistant professor at the Halıcıoğlu Data Science Institute (HDSI) ...

Discover top laptops for machine learning in 2025: from RTX 5090 powerhouses to budget-friendly RTX 4060 options, find your ...

Reconfigurable datacenter networks (RDCNs), which can adapt their topology dynamically, based on innovative optical switching ...

Abstract: Geo-distributed machine learning (GDML) can facilitate collaborative ... Subsequently, we propose an innovative resource allocation algorithm based on genetic algorithm (GARA) for GDML in ...

To make full utilization of these widely distributed data, we focus on an edge computing system that conducts distributed machine learning using gradient-descent ... jobs and how to allocate the ...

This approach effectively utilizes the limited quantum bit resources and improves ... computational efficiency, the algorithm employs a distributed computing framework, efficiently distributing ...