Analyzing the I/O Patterns of Deep Learning Applications. - Edixon Párraga; Betzabeth León; Román Bond; Diego Encinas; Aprigio Bezerra; Sandra Méndez; Dolores Rexachs; Emilio Luque (JCC-BD&ET, 2021)

File Access Patterns of Distributed Deep Learning Applications. - Edixon Párraga; Betzabeth León; Sandra Méndez; Dolores Rexachs; Emilio Luque (JCC-BD&ET, 2022)

An Empirical Method for Processing I/O Traces to Analyze the Performance of DL Applications. - Edixon Párraga; Betzabeth León; Sandra Méndez; Dolores Rexachs; Remo Suppi; Emilio Luque (JCC-BD&ET, 2024)

Deep learning data handling: exploring file formats and access strategies. - Edixon Párraga; Betzabeth León; Sandra Méndez; Dolores Rexachs; Daniel Franco 002; Emilio Luque (Clust. Comput., 2025)