7 papers
Orchra: Stateful-aware Cross-slice Workload Migrations in the 6G Control Plane
Anthony Kiggundu, Bin Han, Hans D. Schotten
Network slicing is a foundational capability of Fifth Generation (5G)-Advanced and emerging Sixth Generation (6G) networks, yet practical support for seamless runtime slice transit…
The Economics of Autonomy: Real-Time Risk Indexing for Insurable AI-Driven 6G Systems
Anthony Kiggundu, Michael Zentarra, Christoph Lipps +1
The transition to sixth-generation (6G) networks transforms wireless infrastructure into a cognitive substrate supporting Vehicle-to-Everything (V2X), Industrial IoT (IIoT), and In…
Knowledge vs. Experience: Asymptotic Limits of Impatience in Edge Tenants
Anthony Kiggundu, Bin Han, Hans D. Schotten
We study how two information feeds, a closed-form Markov estimator of residual sojourn and an online trained actor-critic, affect reneging and jockeying in a dual M/M/1 system. Ana…
Adaptive Decentralized Queue Disclosure for Impatient Tenants in Edge and Non-terrestrial Systems
Anthony Kiggundu, Bin Han, Hans D. Schotten
We study how queue-state information disclosures affect impatient tenants in multi-tenant edge systems. We propose an information-bulletin strategy in which each queue periodically…
Chronicles of Jockeying in Queuing Systems
Anthony Kiggundu, Bin Han, Dennis Krummacker +1
Emerging trends in communication systems, such as network softwarization, functional disaggregation, and multi-access edge computing (MEC), are reshaping both the infrastructural l…
FedAvgen: Metadata for Model Aggregation In Communication Systems
Anthony Kiggundu, Dennis Krummacker, Hans D. Schotten
To improve business efficiency and minimize costs, Artificial Intelligence (AI) practitioners have adopted a shift from formulating models from scratch towards sharing pretrained m…