5 papers
Decision-Theoretic Safety Assessment of Persona-Driven Multi-Agent Systems in O-RAN
Zeinab Nezami, Syed Ali Raza Zaidi, Maryam Hafeez +3
Autonomous network management in Open Radio Access Networks requires intelligent decision making across conflicting objectives, yet existing LLM based multi agent systems employ ho…
The Internet of Physical AI Agents: Interoperability, Longevity, and the Cost of Getting It Wrong
Roberto Morabito, Mallik Tatipamula
The Internet has evolved by progressively expanding what humanity connects: first computers, then people, and later billions of devices through the Internet of Things (IoT). While…
The Syntactic-Semantic Internet:Engineering Infrastructures for Autonomous Systems
Mallik Tatipamula, Xuesong Liu, Yao Sun +1
The Internet has evolved through successive architectural abstractions that enabled unprecedented scale, interoperability, and innovation. Packet-based networking enabled the relia…
When Intelligence Overloads Infrastructure: A Forecast Model for AI-Driven Bottlenecks
Gamal Refai-Ahmed, Mallik Tatipamula, Victor Zhirnov +2
The exponential growth of AI agents and connected devices fundamentally transforms the structure and capacity demands of global digital infrastructure. This paper introduces a unif…
Edge AI Inference in Heterogeneous Constrained Computing: Feasibility and Opportunities
Roberto Morabito, Mallik Tatipamula, Sasu Tarkoma +1
The network edge's role in Artificial Intelligence (AI) inference processing is rapidly expanding, driven by a plethora of applications seeking computational advantages. These appl…