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Filtering by: Committee Member Bose, Bella Date issued sim 2021-12-10

Optimizing Interconnection Topology using Deep Reinforcement Learning

Creator:

Zeng, Kai

Abstract:

As the number of nodes in high-performance computing (HPC) systems continues to grow, it becomes increasingly important to design scalable interconnection network topologies. Prior work has shown promise in adding random shortcuts on top of an existing topology to reduce average hop count and network diameter, but has been limited...

Resource Type:

Masters Thesis
Delay-Aware Resource Management Frameworks for Intelligent Vehicular Networks

Creator:

Almasari, Shahad A.

Abstract:

Autonomous vehicles bring great societal benefits but also potential impact and disruption to road safety, traffic congestion, and driving behaviors. One important technology that is indispensable to the success of such systems is vehicular networks. Vehicular networks provide the backbone for ensuring communication and connectivity among vehicles, all crucial to...

Resource Type:

Masters Thesis