Liu ‘slicing’ wireless networks to develop ways to improve efficiency

Calendar Icon Sep 25, 2024      Person Bust Icon By Victoria Grdina     RSS Feed  RSS Submit a Story

Qiang Liu, assistant professor in the School of Computing.
Qiang Liu, assistant professor in the School of Computing.

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With a new $531,134 grant from the National Science Foundation, School of Computing Assistant Professor Qiang Liu is working to develop a new, autonomous, and agile wireless network resource allocation method called “slicing-as-a-service.” 

5G networks already utilize “network slicing,” a technique that ensures wireless network resources are distributed and supported in a flexible and cost-efficient manner. As technology continues to evolvand wireless networks expand the types of applications and devices they serve, the need formore efficient allocation becomes even greater. Providing necessary resources to more dynamic and diverse applications also becomes increasingly more complex and challenging. 

“Previously, networks supported users with smartphones anddifferent applications, but now we have more augmented reality devicesautonomous driving cars, and UAVs all connected to the cellular network, and they are quite different in terms of performance requirements,” Liu said. “The challenge is to support them all efficiently.” 

Most existing network slicing solutions are coarse-grained and consist of fewer, larger components that cannot tackle more fine-grained network orchestration issues relating toresponsiveness, cost-efficiency, and autonomy. This ultimately limits broader implementation of network slicing by major service providers. 

Liu’s project aims to correct this through slicing-as-a-service, which would automate network slicing and allow mobile applications to be supported at a very low cost. Liu’s project would also make network automation solutions more intelligent, dependable, and accessible to a wider range of users. 



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