3 papers
cs.NI2026
AI Sessions for Network-Exposed AI-as-a-Service
Mohaned Chraiti, Merve Saimler
Cloud-based Artificial Intelligence (AI) inference is increasingly latency- and context-sensitive, yet today's AI-as-a-Service is typically consumed as an application-chosen endpoi…
cs.NI2026
AI-Paging: Lease-Based Execution Anchoring for Network-Exposed AI-as-a-Service
Mohaned Chraiti, Merve Saimler
With AI-as-a-Service (AIaaS) now deployed across multiple providers and model tiers, selecting the appropriate model instance at run time is increasingly outside the end user's kno…
cs.NI2026
High-Fidelity Network Management for Federated AI-as-a-Service: Cross-Domain Orchestration
Mohaned Chraiti, Ozgur Ercetin, Merve Saimler
To support the emergence of AI-as-a-Service (AIaaS), communication service providers (CSPs) are on the verge of a radical transformation-from pure connectivity providers to AIaaS a…