3 citations · 7 across the 7 of their papers we have counts for
8 papers
SSR: Structural Signal Retriever for Scalable Agent Discovery in LLM-Orchestrated Multi-Agent Systems
Giancarlo Maldonado Cárdenas, Carlos A. Astudillo, Nelson L. S. da Fonseca
Large-scale multi-agent ecosystems require mechanisms for discovering suitable agents without exposing entire registries to a large language model (LLM) orchestrator. The challenge…
LLM-Driven Automated Reward Design for Reinforcement Learning-Based Routing in LEO Satellite Networks
Walter P. Casas, Nelson L. S. da Fonseca, and Carlos A. Astudillo
Routing in Low Earth Orbit (LEO) satellite networks is challenging due to highly dynamic topologies and spatio-temporal network conditions. Reinforcement Learning (RL) has emerged…
Energy-Latency Optimization for Dynamic Disaggregated Radio Access Networks
Gabriela N. Caspa H., Carlos A. Astudillo, Nelson L. S. da Fonseca
In 5G networks, base station disaggregation and new services pose challenges for radio access network (RAN) configuration, particularly in meeting bandwidth and latency constraints…
Passive Optical Networking for 5G and Beyond 5G Low-Latency Mobile Fronthauling Services
Oscar J. Ciceri, Carlos A. Astudillo, Gustavo B. Figueiredo +2
Passive optical network (PON) technology offers an attractive cost-efficient alternative to support 5G and Beyond 5G mobile network fronthauling (MFH). However, MFH for such networ…
Federated Learning over Next-Generation Ethernet Passive Optical Networks
Oscar J. Ciceri, Carlos A. Astudillo, Zuqing Zhu +1
Federated Learning (FL) is a distributed machine learning (ML) type of processing that preserves the privacy of user data, sharing only the parameters of ML models with a common se…
Random Access Based on Maximum Average Distance Code for Massive MTC in Cellular IoT Networks
Carlos A. Astudillo, Ekram Hossain, Nelson L. S. da Fonseca
Code-expanded Random Access (CeRA) is a promising technique for supporting mMTC in cellular IoT networks. However, its potentiality is limited by code ambiguity, which results from…
Policy Creation Model for Policy-Based Management in Telecommunications Networks
Carlos A. Astudillo, Adriana M. Gustin, Oscar J. Calderón
Policy-based management (PBM) is being used as technological solution on the managing and controlling complex networks and systems. One of the most important issues involved in the…
PM2PLS: An Integration of Proxy Mobile IPv6 and MPLS
Carlos A. Astudillo, Oscar J. Calderón, Jesús H. Ortiz
This paper proposes a handover scheme supporting Multi-Protocol Label Switching (MPLS) in a Proxy Mobile IPv6 (PMIPv6) domain that improves the mobility and gives Quality of Servic…