NameFernández Cerero, Damián
DepartmentLenguajes y Sistemas Informáticos
Knowledge areaLenguajes y Sistemas Informáticos
Professional categoryProfesor Titular de Universidad
E-mailRequest
           
  • No. publications

    24

  • No. visits

    1723

  • No. downloads

    4079


 

Article
Icon

Machine learning regression to boost scheduling performance in hyper-scale cloud-computing data centres

Fernández Cerero, Damián; Troyano Jiménez, José Antonio; Jakóbik, Agnieszka; Fernández Montes González, Alejandro (Elsevier, 2022)
Data centres increase their size and complexity due to the increasing amount of heterogeneous work loads and patterns to ...
Article
IconIcon

DISCERNER: Dynamic selection of resource manager in hyper-scale cloud-computing data centres

Fernández Cerero, Damián; Ortega Rodríguez, Francisco Javier; Jakóbik, Agnieszka; Fernández Montes González, Alejandro (Elsevier, 2021)
Data centres constitute the engine of the Internet, and run a major portion of large web and mobile applications, content ...
Article
Icon

Bullfighting extreme scenarios in efficient hyper-scale cluster computing

Fernández Cerero, Damián; Ortega Irizo, Francisco Javier; Fernández Montes González, Alejandro; Velasco Morente, Francisco (Springer, 2020)
Data centres are quickly evolving to support new demands for Cloud-Computing services. Extreme workload peaks represent a ...
Article
Icon

How efficient deep-learning object detectors are?

Soria Morillo, Luis Miguel; Ortega Irizo, Francisco Javier; Álvarez García, Juan Antonio; Velasco Morente, Francisco; Fernández Cerero, Damián (Elsevier, 2020)
Deep-learning object-detection architectures are gaining attraction, as they are used for critical tasks in relevant ...
Article
Icon

Measuring data‑centre workfows complexity through process mining: the Google cluster case

Fernández Cerero, Damián; Varela Vaca, Ángel Jesús; Fernández Montes González, Alejandro; Gómez López, María Teresa; Álvarez Bermejo, José Antonio (Springer, 2020)
Data centres have become the backbone of large Cloud services and applica-tions, providing virtually unlimited elastic ...
Article
Icon

Limiting Global Warming by Improving Data-Centre Software

Fernández Cerero, Damián; Fernández Montes González, Alejandro; Jakóbik, Agnieszka (IEEE Computer Society, 2020)
Carbon emissions, greenhouse gases and pollution in general are usually related to traditional factories, so the most ...
Article
Icon

Sphere: Simulator of edge infrastructures for the optimization of performance and resources energy consumption

Fernández Cerero, Damián; Fernández Montes González, Alejandro; Ortega Rodríguez, Francisco Javier; Jakóbik, Agnieszka; Widlak, Adrian (Elsevier, 2020)
Edge computing constitutes a key paradigm to address the new requirements of areas such as smart cars, industry 4.0, and ...
Article
Icon

GAME-SCORE: Game-based energy-aware cloud scheduler and simulator for computational clouds

Fernández Cerero, Damián; Jakóbik, Agnieszka; Fernández Montes González, Alejandro; Kolodziej, Joanna (Elsevier, 2019)
Energy-awareness remains one of the main concerns for today's cloud computing (CC) operators. The optimisation of energy ...
Article
Icon

A survey on cost-effective context-aware distribution of social data streams over energy-efficient data centres

Kilanioti, Irene; Fernández Montes González, Alejandro; Fernández Cerero, Damián; Mettouris, Christos; Nejkovic, Valentina; Bashroush, Rabih; Papadopoulos, George A. (Elsevier, 2019)
Social media have emerged in the last decade as a viable and ubiquitous means of communication. The ease of user content ...
Chapter of Book
Icon

Towards efficient and scalable data-intensive content delivery: State-of-the-art, issues and challenges

Kilanioti, I.; Fernández Montes González, Alejandro; Fernández Cerero, Damián; Karageorgos, A.; Mettouris, C.; Nejkovic, V.; Albanis, N.; Bashroush, R.; Papadopoulos, G. A. (Springer, 2019)
This chapter presents the authors’ work for the Case Study entitled “Delivering Social Media with Scalability” within the ...
Presentation
Icon

Project-Based Methodology to Lecture on Web Frameworks Applied to the Management of Health-Related Data

Fernández Cerero, Damián; Fernández Montes González, Alejandro (Springer, 2019)
The management and processing of the data generated by healthcare systems is getting more and more attention because of ...
Article
Icon

Single-Board-Computer Clusters for Cloudlet Computing in Internet of Things

Fernández Cerero, Damián; Fernández Rodríguez, Jorge Yago; Álvarez García, Juan Antonio; Soria Morillo, Luis Miguel; Fernández Montes González, Alejandro (MDPI, 2019)
The number of connected sensors and devices is expected to increase to billions in the near future. However, centralised ...
PhD Thesis
IconIcon

Energy and performance-aware scheduling and shut-down models for efficient cloud-computing data centers.

Fernández Cerero, Damián; Fernández Montes González, Alejandro; Ortega Ramírez, Juan Antonio (2018)
This Doctoral Dissertation, presented as a set of research contributions, focuses on resource efficiency in data centers. ...
Article
Icon

Productive Efficiency of Energy-Aware Data Centers

Fernández Cerero, Damián; Fernández Montes González, Alejandro; Velasco Morente, Francisco (MDPI, 2018)
Information technologies must be made aware of the sustainability of cost reduction. Data centers may reach energy consumption ...
Article
Icon

Energy policies for data-center monolithic schedulers

Fernández Cerero, Damián; Fernández Montes González, Alejandro; Ortega Ramírez, Juan Antonio (Elsevier, 2018)
Cloud computing and data centers that support this paradigm are rapidly evolving in order to satisfy new demands. These ...
Article
Icon

SCORE: Simulator for cloud optimization of resources andenergy consumption

Fernández Cerero, Damián; Fernández Montes González, Alejandro; Jakóbik, Agnieszka; Kołodziej, Joanna; Toro Bonilla, Miguel (Elsevier, 2018)
Achieving efficiency both in terms of resource utilisation and energy consumption is acomplex challenge, especially in ...
Article
Icon

Blockchain secure cloud: a new generation integrated cloud and blockchain platforms – general concepts and challenges

Kolodziej, Joanna; wilczynski, Andrzej; Fernández Cerero, Damián; Fernández Montes González, Alejandro (The Kosciuszko Institute, 2018)
Presentation
Icon

Stackelberg Game-based Models in Energy-aware Cloud Scheduling

Fernández Cerero, Damián; Fernández Montes González, Alejandro; Jakóbik, Agnieszka; Kolodziej, Joanna (European Council for Modelling and Simulation, 2018)
Energy-awareness remians the important problem in today’s cloud computing (CC). Optimization of the energy consumed in ...
Article
Icon

Security supportive energy-aware scheduling and energy policies for cloud environments

Fernández Cerero, Damián; Jakóbik, Agnieszka; Grzonka, Daniel; Kolodziej, Joanna; Fernández Montes González, Alejandro (Elsevier, 2018)
Cloud computing (CC) systems are the most popular computational environments for providing elastic and scalable services ...
Presentation
Icon

Quality of cloud services determined by the dynamic management of scheduling models for complex heterogeneous workloads

Fernández Cerero, Damián; Fernández Montes González, Alejandro; Kolodziej, Joanna; Lefèvre, Laurent (IEEE Computer Society, 2018)
The quality of services in Cloud Computing (CC) depends on the scheduling strategies selected for processing of the complex ...
Presentation
Icon

Creating Virtual Humans with Game Engines for Evaluate Ambient Assisted Living Scenarios

Sánchez Palacios, Manuel; Álvarez García, Juan Antonio; Soria Morillo, Luis Miguel; Fernández Cerero, Damián (Springer, 2016)
In order to evaluate AAL systems, virtual environments help to reduce costs and time, but these environments do not include ...
Article
Icon

Energy wasting at internet data centers due to fear

Fernández Montes González, Alejandro; Fernández Cerero, Damián; González Abril, Luis; Álvarez García, Juan Antonio; Ortega Ramírez, Juan Antonio (Elsevier, 2015)
The fear experienced by data center administrators presents an ongoing problem due to the low percentage of machines that ...
Presentation
Icon

Energy Efficient Resource Usage in Data Centers: GreenDoop

Fernández Cerero, Damián; Fernández Montes González, Alejandro; Ortega Ramírez, Juan Antonio; Ortega Ramírez, Juan Antonio (ARCA: Automatización del Razonamiento Cualitativo y Aplicaciones, 2013)
The spread of cloud computing has increased recent data center size and usage. Because of this, the op­timization of data ...
Presentation
Icon

Comparing Energy Efficiency Of Drivers And Vehicles Using Data Envelopment Analysis

Fernández Montes González, Alejandro; Álvarez García, Juan Antonio; Fernández Cerero, Damián; Corcoba Magaña, Victor; Muñoz, M.; Ortega Ramírez, Juan Antonio (Universidad de Sevilla, 2013)
In this paper, we propose a new methodology to compare and promote efficient driving by providing feedback to the user. ...