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eess.SY2024
Windex: Realtime Neural Whittle Indexing for Scalable Service Guarantees in NextG Cellular Networks
Archana Bura, Ushasi Ghosh, Dinesh Bharadia +1
We address the resource allocation challenges in NextG cellular radio access networks (RAN), where heterogeneous user applications demand guarantees on throughput and service regul…
eess.SY2024★ 1 cited
Structured Reinforcement Learning for Media Streaming at the Wireless Edge
Archana Bura, Sarat Chandra Bobbili, Shreyas Rameshkumar +3
Media streaming is the dominant application over wireless edge (access) networks. The increasing softwarization of such networks has led to efforts at intelligent control, wherein…