David Carrera Perez

2022

• Towards automatic model specialization for edge video analytics

  Future Generation Computer Systems

  D. Rivas-Barragan, J L. Berral, J. Polo, and D. Carrera
• Clustering and graph mining techniques for classification of complex structural variations in cancer genomes

  Scientific Reports

  G. Gomez-Sanchez, L. Delgado-Serrano, D. Carrera, D. Torrents, and J L. Berral
• Author Correction: Clustering and graph mining techniques for classification of complex structural variations in cancer genomes

  Scientific Reports

  G. Gomez-Sanchez, L. Delgado-Serrano, D. Carrera, D. Torrents, and J L. Berral

2021

• Automatic Distributed Deep Learning Using Resource-Constrained Edge Devices

  IEEE Internet of Things Journal

  A. Gutierrez-Torre, K. Bahadori, S-ur-R. Baig, W. Iqbal, T. Vardanega, J L. Berral, and D. Carrera
• Workload-Aware Placement Strategies to Leverage Disaggregated Resources in the Datacenter

  IEEE Systems Journal

  A. Call, J. Polo, and D. Carrera
• Performance characterization of video analytics workloads in heterogeneous edge infrastructures

  Concurrency and Computation: Practice and Experience

  D. Rivas-Barragan, F. Guim, J. Polo, and D. Carrera

2020

• Burst-Aware Predictive Autoscaling for Containerized Microservices

  IEEE Transactions on Services Computing

  M. Abdullah, W. Iqbal, J L. Berral, J. Polo, and D. Carrera
• Sequence-to-sequence models for workload interference prediction on batch processing datacenters

  Future Generation Computer Systems

  D. Buchaca, J. Marcual, J L. Berral, and D. Carrera
• Improving maritime traffic emission estimations on missing data with CRBMs

  Engineering Applications of Artificial Intelligence

  A. Gutierrez-Torre, J L. Berral, D. Buchaca, M. Guevara, A. Soret, and D. Carrera

2019

• Benchmarking Elastic Cloud Big Data Services Under SLA Constraints

  TPCTC 2019: Performance Evaluation and Benchmarking for the Era of Cloud(s)

  N. Poggi, V. Cuevas, D. Carrera, J L. Berral, T. Fenech, G. Gomez, D. Brini, A. Montero, U. Farooq, J. A. Blakeley, D. Kossmann, R. Ramakrishnan, and C. Szypersky