4 citations · 9 across the 7 of their papers we have counts for
9 papers
Understanding Conflict and Compatibility Conditions for Agents in AI-RAN
Arshia Zolghadr, Joao F. Santos, Imtiaz Nasim +3
Disaggregated mobile networks expose open interfaces for independent agents to control the Radio Access Network (RAN). The interactions between agents with contrasting objectives c…
Explainable Runtime Dependency Tracking for AI-RAN Conflict Monitoring
Christie Djidjev, Nicholas Kaminski
Future AI-integrated Radio Access Networks (AI-RAN) will combine open programmability with learning-enabled xApps, rApps, and control functions that act on shared parameters and ke…
Detecting Control and Response Events for AI-Enabled Radio Access Networks
Christie Djidjev, Nicholas Kaminski
Next-generation wireless networks are moving toward the use of concurrent AI-driven control functions to optimize different objectives, particularly in AI-RAN and O-RAN architectur…
Agent-Based Modelling Approach for Distributed Decision Support in an IoT Network
Merim Dzaferagic, M. Majid Butt, Maria Murphy +2
An increasing number of emerging applications, e.g., internet of things, vehicular communications, augmented reality, and the growing complexity due to the interoperability require…
Complex Systems Science meets 5G and IoT
Nicola Marchetti, Irene Macaluso, Nicholas Kaminski +8
We propose a new paradigm for telecommunications, and develop a framework drawing on concepts from information (i.e., different metrics of complexity) and computational (i.e., agen…
How Functional Complexity affects the Scalability-Energy Efficiency Trade-Off of HCC WSN Clustering
Merim Dzaferagic, Nicholas Kaminski, Irene Macaluso +1
Even though clustering algorithms in Wireless Sensor Networks (WSN) are a well investigate subject, the increasing interest in the Internet of Things (IoT) and 5G technologies has…
Relation between Functional Complexity, Scalability and Energy Efficiency in WSNs
Merim Dzaferagic, Nicholas Kaminski, Irene Macaluso +1
In order to understand the underlying mechanisms that lead to certain network properties (i.e. scalability, energy efficiency) we apply a complex systems science approach to analyz…
A Functional Complexity Framework for the Analysis of Telecommunication Networks
Merim Dzaferagic, Nicholas Kaminski, Neal McBride +2
The rapid evolution of network services demands new paradigms for studying and designing networks. In order to understand the underlying mechanisms that provide network functions,…
Radio Access Network and Spectrum Sharing in Mobile Networks: A Stochastic Geometry Perspective
Jacek Kibiłda, Nicholas J. Kaminski, Luiz A. DaSilva
Next generation mobile networks will rely ever more heavily on resource sharing. In this article we study the sharing of radio access network and spectrum among mobile operators. W…