2018 | 2019 | 2020 | 2021 | 2022
2018
Guerrero, C., Lera, I. & Juiz, C. Migration-Aware Genetic Optimization for MapReduce Scheduling and Replica Placement in Hadoop. J Grid Computing, vol. 16, no. 2, pp. 265-284 (2018). https://doi.org/10.1007/s10723-018-9432-8 [link] [read online]
@Article{Guerrero2018Migration,
author="Guerrero, Carlos and Lera, Isaac and Juiz, Carlos",
title="Migration-Aware Genetic Optimization for MapReduce Scheduling and Replica Placement in Hadoop",
journal="Journal of Grid Computing",
year="2018",
month="Jun",
day="01",
volume="16",
number="2",
pages="265--284",
issn="1572-9184",
doi="10.1007/s10723-018-9432-8",
url="https://doi.org/10.1007/s10723-018-9432-8"
}
I. Lera, C. Guerrero and C. Juiz, Comparing centrality indices for network usage optimization of data placement policies in fog devices 2018 Third International Conference on Fog and Mobile Edge Computing (FMEC), Barcelona, Spain, 2018, pp. 115-122. https://doi.org/10.1109/FMEC.2018.8364053 [link] [slides]
@INPROCEEDINGS{Lera2018comparing,
author={I. Lera and C. Guerrero and C. Juiz},
booktitle={2018 Third International Conference on Fog and Mobile Edge Computing (FMEC)},
title={Comparing centrality indices for network usage optimization of data placement policies in fog devices},
year={2018},
volume={},
number={},
pages={115-122},
keywords={Cloud computing;Computer architecture;Data models;Optimization;Proposals;Sensor phenomena and characterization},
doi={10.1109/FMEC.2018.8364053},
ISBN={978-1-5386-5896-3},
month={April},}
Guerrero, C., Lera, I. & Juiz, C. Resource optimization of container orchestration: a case study in multi-cloud microservices-based applications. J Supercomput vol. 74, no. 7, pp. 2956-2983 (2018). https://doi.org/10.1007/s11227-018-2345-2 [link] [read online]
@Article{Guerrero2018resource,
author="Guerrero, Carlos and Lera, Isaac and Juiz, Carlos",
title="Resource optimization of container orchestration: a case study in multi-cloud microservices-based applications",
journal="The Journal of Supercomputing",
year="2018",
month="Jul",
day="01",
volume="74",
number="7",
pages="2956--2983",
issn="1573-0484",
doi="10.1007/s11227-018-2345-2",
url="https://doi.org/10.1007/s11227-018-2345-2"
}
Belen Bermejo, Carlos Juiz & Carlos Guerrero On the Linearity of Performance and Energy at Virtual Machine Consolidation: The CiS2 Index for CPU Workload in Server Saturation, 2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS), Exeter, United Kingdom, 2018, pp. 928-933.
doi: 10.1109/HPCC/SmartCity/DSS.2018.00154 [link] [slides]
@INPROCEEDINGS{8622892,
author={B. {Bermejo} and C. {Juiz} and C. {Guerrero}},
booktitle={2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)},
title={On the Linearity of Performance and Energy at Virtual Machine Consolidation: The CiS2 Index for CPU Workload in Server Saturation},
year={2018},
pages={928-933},
doi={10.1109/HPCC/SmartCity/DSS.2018.00154},
ISSN={},
month={June},}
Carlos Guerrero, Isaac Lera, Belen Bermejo & Carlos Juiz Multi-objective Optimization for Virtual Machine Allocation and Replica Placement in Virtualized Hadoop. in IEEE Transactions on Parallel and Distributed Systems, vol. 29, no. 11, pp. 2568-2581, 1 Nov. 2018..
https://doi.org/10.1109/TPDS.2018.2837743 [link]
@ARTICLE{Guerrero2018multiobjective,
author={C. Guerrero and I. Lera and B. Bermejo and C. Juiz},
journal={IEEE Transactions on Parallel and Distributed Systems},
title={Multi-Objective Optimization for Virtual Machine Allocation and Replica Placement in Virtualized Hadoop},
year={2018},
volume={29},
number={11},
pages={2568-2581},
doi={10.1109/TPDS.2018.2837743},
ISSN={1045-9219},
month={Nov},}
Guerrero, C., Lera, I., C. & Juiz, C. On the Influence of Fog Colonies Partitioning in Fog Application Makespan. 6th IEEE International Conference on Future Internet of Things and Cloud (FiCloud 2018), Barcelona, Spain, 2018, pp. 377-384. https://doi.org/10.1109/FiCloud.2018.00061 [link] [slides]
@INPROCEEDINGS{Guerrero2018ontheinfluence,
author={C. Guerrero and I. Lera and C. Juiz},
booktitle={2018 IEEE 6th International Conference on Future Internet of Things and Cloud (FiCloud)},
title={On the Influence of Fog Colonies Partitioning in
Fog Application Makespan},
year={2018},
volume={},
number={},
pages={377-384},
keywords={Fog computing; fog colonies; complex networks;
resource optimization},
doi={10.1109/FiCloud.2018.00061},
ISBN={978-1-5386-7503-8},
month={August},}
2019
Guerrero, C., Lera, I., C. & Juiz, C. A Lightweight Decentralized Service Placement Policy for Performance Optimization in Fog Computing. Journal of Ambient Intelligence and Humanized Computing. vol 10. issue 6. pp. 2435-2453 (2019). https://doi.org/10.1007/s12652-018-0914-0 [link] [read online]
@Article{Guerrero2018alightweight,
author="Guerrero, Carlos and Lera, Isaac and Juiz, Carlos",
title="A lightweight decentralized service placement policy for performance optimization in fog computing",
journal="Journal of Ambient Intelligence and Humanized Computing",
year="2019",
month="Jun",
day="01",
volume="10",
number="6",
pages="2435--2452",
issn="1868-5145",
doi="10.1007/s12652-018-0914-0",
url="https://doi.org/10.1007/s12652-018-0914-0"
}
Bermejo, B., Juiz, C. & Guerrero, C. Virtualization and consolidation: a systematic review of the past 10 years of research on energy and performance. J Supercomput. vol 75. issue 2. pp. 808-836 (2019). https://doi.org/10.1007/s11227-018-2613-1 [link] [read online]
@Article{Bermejo2019,
author="Bermejo, Belen and Juiz, Carlos and Guerrero, Carlos",
title="Virtualization and consolidation: a systematic review of the past 10 years of research on energy and performance",
journal="The Journal of Supercomputing",
year="2019",
month="Feb",
day="01",
volume="75",
number="2",
pages="808--836",
issn="1573-0484",
doi="10.1007/s11227-018-2613-1",
url="https://doi.org/10.1007/s11227-018-2613-1"
}
I. Lera, C. Guerrero and C. Juiz, Availability-aware Service Placement Policy in Fog Computing Based on Graph Partitions, in IEEE Internet of Things Journal. vol 6, pp. 3641 – 3651 (2019). https://doi.org/10.1109/JIOT.2018.2889511 [link]
@ARTICLE{Lera2019availabilityaware,
author={I. Lera and C. Guerrero and C. Juiz},
journal={IEEE Internet of Things Journal},
title={Availability-aware Service Placement Policy in Fog Computing Based on Graph Partitions},
year={2019},
volume={6},
number={2},
pages={3641 - 3651},
keywords={Optimization;Cloud computing;Internet of Things;Edge computing;Computer architecture;Proposals;Resource management;Fog computing;Service placement;Service availability;Performance optimization;Complex network communities;Graph transitive closures.},
doi={10.1109/JIOT.2018.2889511},
ISSN={2327-4662},
month={April},}
Carlos Guerrero, Isaac Lera, Carlos Juiz, Evaluation and efficiency comparison of evolutionary algorithms for service placement optimization in fog architectures, Future Generation Computer Systems, Volume 97, 2019, Pages 131-144, ISSN 0167-739X, https://doi.org/10.1016/j.future.2019.02.056. [link] [read online]
@article{Guerrero2019Evaluation,
title = "Evaluation and efficiency comparison of evolutionary algorithms for service placement optimization in fog architectures",
journal = "Future Generation Computer Systems",
volume = "97",
pages = "131 - 144",
year = "2019",
issn = "0167-739X",
doi = "https://doi.org/10.1016/j.future.2019.02.056",
url = "http://www.sciencedirect.com/science/article/pii/S0167739X18325147",
author = "Carlos Guerrero and Isaac Lera and Carlos Juiz",
keywords = "Fog computing, Resource management, Evolutionary algorithms, Service placement",}
Sebastià Sansó and Carlos Guerrero and Isaac Lera and Carlos Juiz A Platform for Lightweight Deployment of IoT Applications Based on a Function-as-a-Service Model. IEEE Latin America Transactions. Volumen 17, Issue 7, pp 1155–1162, 2019, https://doi.org/10.1109/TLA.2019.8931204 [link] [read online]
@ARTICLE{Sanso2019platform,
author={S. {Sansó} and C. {Guerrero} and I. {Lera} and C. {Juiz}},
journal={IEEE Latin America Transactions},
title={A Platform for Lightweight Deployment of IoTApplications Based on a Function-as-a-ServiceModel},
year={2019},
volume={17},
number={07},
pages={1155-1162},
keywords={Cloud computing;Function-as-a-Service;Internet of Things;Service orchestration},
doi={10.1109/TLA.2019.8931204},
ISSN={1548-0992},
month={July},}
Isaac Lera and Carlos Guerrero and Carlos Juiz Analyzing the Applicability of a Multi-Criteria Decision Method in Fog Computing Placement Problem. Accepted for publication in the 4th IEEE International Conference on Fog and Mobile Edge Computing (FMEC 2019) DOI: https://doi.org/10.1109/FMEC.2019.8795361 [link] [slides]
@INPROCEEDINGS{Lera2019Analyzing,
author={I. {Lera} and C. {Guerrero} and C. {Juiz}},
booktitle={2019 Fourth International Conference on Fog and Mobile Edge Computing (FMEC)},
title={Analyzing the Applicability of a Multi-Criteria Decision Method in Fog Computing Placement Problem},
year={2019},
volume={},
number={},
pages={13-20},
keywords={fog placement;multi-criteria decision analysis;Fog Computing},
doi={10.1109/FMEC.2019.8795361},
ISSN={},
month={June},}
Antonio Brogi, Stefano Forti, Carlos Guerrero and Isaac Lera Meet Genetic Algorithms in Monte Carlo: Optimised Placement of Multi-Service Applications in the Fog. Accepted for publication in the 2019 IEEE International Conference on Edge Computing (EDGE 2019) [link] [slides]
@INPROCEEDINGS{brogi2019meet,
author={A. {Brogi} and S. {Forti} and C. {Guerrero} and I. {Lera}},
booktitle={2019 IEEE International Conference on Edge Computing (EDGE)},
title={Meet Genetic Algorithms in Monte Carlo: Optimised Placement of Multi-Service Applications in the Fog},
year={2019},
volume={},
number={},
pages={13-17},
keywords={Quality of service;Genetic algorithms;Bandwidth;Monte Carlo methods;Hardware;Internet of Things;Random access memory;Fog computing;service placement;genetic algorithms;Monte Carlo simulations},
doi={10.1109/EDGE.2019.00016},
ISSN={},
month={July},}
Isaac Lera and Carlos Guerrero and Carlos Juiz YAFS: A simulator for IoT scenarios in fog computing. IEEE Access. vol. 7, no. 1, pp. 91745-91758 (2019) https://doi.org/10.1109/ACCESS.2019.2927895 [link] [read online]
@article{Lera2019yafs
author={I. {Lera} and C. {Guerrero} and C. {Juiz}},
journal={IEEE Access},
title={YAFS: A Simulator for IoT Scenarios in Fog Computing},
year={2019},
volume={7},
number={},
pages={91745-91758},
doi={10.1109/ACCESS.2019.2927895},
ISSN={2169-3536},
month={December},
}
Carlos Guerrero, Isaac Lera, and Carlos Juiz Resource optimization of container orchestration: a case study in multi-cloud microservices-based applications. Accepted for presentation in Jornadas de la Sociedad de Ingeniería de Software y Tecnologías de Desarrollo de Software (SISTEDES 2019) DOI: (pending) [link] [slides]
Isaac Lera and Carlos Guerrero and Carlos Juiz. Algoritmo descentralizado para la asignación de servicios en arquitecturas de Fog Computing basado en un proceso expansivo de migración de instancias. Accepted for publication in Jornadas SARTECO 2019. DOI: (pending) [link] [slides]
@INPROCEEDINGS{Lera2019Algoritmo,
author={I. {Lera} and C. {Guerrero} and C. {Juiz}},
booktitle={Jornadas SARTECO 2019},
title={Algoritmo descentralizado para la asignación de servicios en arquitecturas de Fog Computing basado en un proceso expansivo de migración de instancias},
year={2019},
volume={},
number={},
pages={},
keywords={fog placement;bio-inspired;allocation problem;Fog Computing},
doi={},
ISSN={},
month={June},}
2020
Carlos Guerrero and Isaac Lera and Carlos Juiz Optimization Policy for File Replica Placement in Fog Domains. Concurrency and Computation: Practice and Experience. https://doi.org/10.1002/cpe.5343 [link] [read online]
@article{guerrero2019optimization,
author = {Guerrero, Carlos and Lera, Isaac and Juiz, Carlos},
title = {Optimization policy for file replica placement in fog domains},
journal = {Concurrency and Computation: Practice and Experience},
volume = {0},
number = {0},
pages = {1--20},
keywords = {complex networks, data placement, file replica management, fog computing, resource optimization},
doi = {10.1002/cpe.5343},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/cpe.5343},
eprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/cpe.5343},
note = {e5343 cpe.5343},
}
Brogi, A, Forti, S, Guerrero, C, Lera, I. How to place your apps in the fog: State of the art and open challenges. Softw: Pract Exper. 2019; 1– 22. https://doi.org/10.1002/spe.2766 [link]
@article{brogi2019how,
author = {Brogi, Antonio and Forti, Stefano and Guerrero, Carlos and Lera, Isaac},
title = {How to place your apps in the fog: State of the art and open challenges},
journal = {Software: Practice and Experience},
volume = {n/a},
number = {n/a},
pages = {1-22},
keywords = {application deployment, application placement, fog computing, optimization algorithms, service placement},
doi = {10.1002/spe.2766},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/spe.2766},
eprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/spe.2766},
}
A. Brogi, S. Forti, C. Guerrero and I. Lera, «Towards Declarative Decentralised Application Management in the Fog,» 2020 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW), 2020, pp. 223-230, doi: 10.1109/ISSREW51248.2020.00077.
@INPROCEEDINGS{9307726,
author={Brogi, Antonio and Forti, Stefano and Guerrero, Carlos and Lera, Isaac},
booktitle={2020 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)},
title={Towards Declarative Decentralised Application Management in the Fog},
year={2020},
volume={},
number={},
pages={223-230},
doi={10.1109/ISSREW51248.2020.00077}
}
2021
, , , . Osmotic management of distributed complex systems: A declarative decentralised approach. J Softw Evol Proc. 2021;e2405. doi:10.1002/smr.2405
@article{https://doi.org/10.1002/smr.2405,
author = {Forti, Stefano and Lera, Isaac and Guerrero, Carlos and Brogi, Antonio},
title = {Osmotic management of distributed complex systems: A declarative decentralised approach},
journal = {Journal of Software: Evolution and Process},
volume = {n/a},
number = {n/a},
pages = {e2405},
keywords = {decentralised management, declarative programming, fog computing, osmotic computing},
doi = {https://doi.org/10.1002/smr.2405},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/smr.2405}
}
Brogi, A., Forti, S., Guerrero, C. et al. Declarative Application Management in the Fog. J Grid Computing 19, 45 (2021). https://doi.org/10.1007/s10723-021-09582-y
@article{cite-key,
Title = {Declarative Application Management in the Fog},
Author = {Brogi, Antonio and Forti, Stefano and Guerrero, Carlos and Lera, Isaac},
Da = {2021/10/27},
Doi = {10.1007/s10723-021-09582-y},
Isbn = {1572-9184},
Journal = {Journal of Grid Computing},
Number = {4},
Pages = {45},
Ty = {JOUR},
Url = {https://doi.org/10.1007/s10723-021-09582-y},
Volume = {19},
Year = {2021}}
Carlos Guerrero, Isaac Lera, Carlos Juiz, Evaluation and efficiency comparison of evolutionary algorithms for service placement optimization in fog architectures, Future Generation Computer Systems, Volume 97, 2019, Pages 131-144, ISSN 0167-739X, Jornadas de Ciencias e Ingeniería de Servicios (JCIS 2021) Málaga. https://biblioteca.sistedes.es/articulo/evaluation-and-efficiency-comparison-of-evolutionary-algorithms-for-service-placement-optimization-in-fog-architectures/
2022
Talavera, Lera, and Guerrero, ‘Analysis of Wireless Network Access Logs for a Hierarchical Characterization of User Mobility’. Journal of King Saud University – Computer and Information. Sciences. 10.1016/j.jksuci.2022.03.014 2022
@article{talavera_analysis_2022,
title = {Analysis of wireless network access logs for a hierarchical characterization of user mobility},
copyright = {All rights reserved},
issn = {1319-1578},
url = {https://www.sciencedirect.com/science/article/pii/S1319157822000982},
doi = {10.1016/j.jksuci.2022.03.014},
language = {en},
urldate = {2022-03-30},
journal = {Journal of King Saud University - Computer and Information Sciences},
author = {Talavera, Francisco and Lera, Isaac and Guerrero, Carlos},
month = mar,
year = {2022},
keywords = {Fog computing, Mobility modeling, User behavior simulation, User mobility},
}