298 citations · 383 across the 5 of their papers we have counts for
5 papers
Machine Learning at the Edge: A Data-Driven Architecture with Applications to 5G Cellular Networks
Michele Polese, Rittwik Jana, Velin Kounev +3
The fifth generation of cellular networks (5G) will rely on edge cloud deployments to satisfy the ultra-low latency demand of future applications. In this paper, we argue that such…
Learning Latent Events from Network Message Logs
Siddhartha Satpathi, Supratim Deb, R Srikant +1
We consider the problem of separating error messages generated in large distributed data center networks into error events. In such networks, each error event leads to a stream of…
Learning Based Uplink Interference Management in 4G LTE Cellular Systems
Supratim Deb, Pantelis Monogioudis
LTEs uplink (UL) efficiency critically depends on how the interference across different cells is controlled. The unique characteristics of LTEs modulation and UL resource assignmen…
Low Delay MAC Scheduling for Frequency-agile Multi-radio Wireless Networks
Avhishek Chatterjee, Supratim Deb, Kanthi Nagaraj +1
Recent trends suggest that cognitive radio based wireless networks will be frequency agile and the nodes will be equipped with multiple radios capable of tuning across large swaths…
Algorithms for Enhanced Inter Cell Interference Coordination (eICIC) in LTE HetNets
Supratim Deb, Pantelis Monogioudis, Jerzy Miernik +1
The success of LTE Heterogeneous Networks (HetNets) with macro cells and pico cells critically depends on efficient spectrum sharing between high-power macros and low-power picos.…