1 citations · 1 across the 5 of their papers we have counts for
5 papers
Evolving Inspectable O-RAN Slicing xApps with LLMs
Faezeh Dehghan Tarzjani, Bhaskar Krishnamachari
Open RAN (O-RAN) slicing xApps must adapt resource allocations to changing channel conditions and traffic demands while meeting service-level agreements (SLAs). Deep reinforcement…
Spillover Effects under Network Interference When Neighbours' Treatment Effects Are Heterogeneous
Faezeh Dehghan Tarzjani, Bhaskar Krishnamachari
Optimising budget-constrained network interventions requires evaluating not just who is connected, but predicting how strongly individual recipients will propagate the treatment's…
Learning Wireless Interference Patterns: Decoupled GNN for Throughput Prediction in Heterogeneous Multi-Hop p-CSMA Networks
Faezeh Dehghan Tarzjani, Bhaskar Krishnamachari
The p-persistent CSMA protocol is central to random-access MAC analysis, but predicting saturation throughput in heterogeneous multi-hop wireless networks remains a hard problem. S…
An Efficient Lightweight Blockchain for Decentralized IoT
Faezeh Dehghan Tarzjani, Mostafa Salehi
The Internet of Things (IoT) is applied in various fields, and the number of physical devices connected to the IoT is increasingly growing. There are significant challenges to the…
Computing the Saturation Throughput for Heterogeneous p-CSMA in a General Wireless Network
Faezeh Dehghan Tarzjani, Bhaskar Krishnamachari
A well-known expression for the saturation throughput of heterogeneous transmitting nodes in a wireless network using p-CSMA, derived from Renewal Theory, implicitly assumes that a…