1 citations · 1 across the 5 of their papers we have counts for
7 papers · 1 filter
Exposing AI Inference as a Telco Network API over the 5G User Plane
Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Joberto S. B. Martins +2
Supporting edge Artificial Intelligence (AI) inference as a network service is challenging because current mobile systems can transport tensors but do not expose or understand the…
Conflict-Aware Autonomous Resource Orchestration for 5G Edge Slicing Using Multi-Agent Systems and LLMs
Nathan R. Prediger, Rodrigo Moreira, Juliano Araujo Wickboldt +4
5G edge network slicing must reconcile two coupled requirements: understanding high-level operator intent and reallocating scarce computing and bandwidth resources under dynamic co…
Energy-Aware Agentic Orchestration for Multi-Site Service Deployment
Rodrigo Moreira, Alisson Chaves, Larissa F. Rodrigues Moreira +6
Energy-aware orchestration across geographically distributed infrastructures is increasingly important as data centers absorb growing Artificial Intelligence (AI) workloads. Howeve…
An Intelligent eUPF for Time-Sensitive Path Selection in B5G Edge Networks
Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Tereza Cristina Carvalho +1
In Beyond 5G (B5G) networks, intelligent, flexible traffic management is essential to meet the stringent speed and reliability requirements of new applications. This paper presents…
Evaluating Temporal and Structural Anomaly Detection Paradigms for DDoS Traffic
Yasmin Souza Lima, Rodrigo Moreira, Larissa F. Rodrigues Moreira +2
Unsupervised anomaly detection is widely used to detect Distributed Denial-of-Service (DDoS) attacks in cloud-native 5G networks, yet most studies assume a fixed traffic representa…
Causal Inference for Quantifying Noisy Neighbor Effects in Multi-Tenant Cloud Environments
Philipe S. Schiavo, João P. S. Milanezi, Moisés R. N. Ribeiro +6
Resource sharing in multi-tenant cloud environments enables cost efficiency but introduces the Noisy Neighbor problem, i.e., co-located workloads that unpredictably degrade each ot…
Noisy Neighbor Influence in the Data Plane of Beyond 5G Networks
Rodrigo Moreira, Larissa Ferreira Rodrigues Moreira, Tereza C. Carvalho +1
Virtualization and containerization enhance the modularity and scalability of mobile network architectures, facilitating customized user services and improving management and orche…