246 citations · 1.1k across the 18 of their papers we have counts for
4 papers · 1 filter
Hybrid multi-objective evolutionary algorithms for service placement in the computing continuum: a comparative study with genetic traceability
Sergi Vivo, Carlos Guerrero, Isaac Lera
This paper addresses multi-objective service placement in computing continuum environments through a collaborative hybrid island-model MOEA. The key innovation is not the design of…
Multi-objective application placement in fog computing using graph neural network-based reinforcement learning
Isaac Lera, Carlos Guerrero
We propose a framework designed to tackle a multi-objective optimization challenge related to the placement of applications in fog computing, employing a deep reinforcement learnin…
Analysis of wireless network access logs for a hierarchical characterization of user mobility
Francisco Talavera, Isaac Lera, Carlos Guerrero
This paper presents a method that generates a hierarchical user mobility model from the analysis of the data available from Wi-Fi connections. The data obtained from the Wi-Fi infr…
YAIFS: Yet (not) Another Intelligent Fog Simulator: A Framework for Agent-Driven Computing Continuum Modeling & Simulation
Isaac Lera, Carlos Guerrero
Simulation plays a key role in the design and evaluation of distributed systems, yet it is often treated as a static tool with limited interaction capabilities. In this work, we pr…