David Carrera
Orcid: 0000-0003-4898-3424Affiliations:
- Polytechnic University of Catalonia, Barcelona Supercomputing Center, Barcelona, Spain
According to our database1,
David Carrera
authored at least 104 papers
between 2003 and 2024.
Collaborative distances:
Collaborative distances:
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on bsc.es
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Bibliography
2024
Dexter: A Performance-Cost Efficient Resource Allocation Manager for Serverless Data Analytics.
Proceedings of the 25th International Middleware Conference, 2024
2023
Performance characterization of video analytics workloads in heterogeneous edge infrastructures.
Concurr. Comput. Pract. Exp., 2023
2022
IEEE Trans. Serv. Comput., 2022
Autonomous Lifecycle Management for Resource-Efficient Workload Orchestration for Green Edge Computing.
IEEE Trans. Green Commun. Netw., 2022
Workload-Aware Placement Strategies to Leverage Disaggregated Resources in the Datacenter.
IEEE Syst. J., 2022
IEEE Internet Things J., 2022
Future Gener. Comput. Syst., 2022
Floki: a proactive data forwarding system for direct inter-function communication for serverless workflows.
Proceedings of the Eighth International Workshop on Container Technologies and Container Clouds, 2022
Proceedings of the IEEE Conference on Standards for Communications and Networking, 2022
2021
Guest Editorial: Special Issue on Data Analytics and Machine Learning for Network and Service Management - Part II.
IEEE Trans. Netw. Serv. Manag., 2021
J. Cloud Comput., 2021
Proceedings of the Science and Technologies for Smart Cities, 2021
Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021
2020
Guest Editorial: Special Section on Data Analytics and Machine Learning for Network and Service Management-Part I.
IEEE Trans. Netw. Serv. Manag., 2020
Sequence-to-sequence models for workload interference prediction on batch processing datacenters.
Future Gener. Comput. Syst., 2020
A highly parameterizable framework for Conditional Restricted Boltzmann Machine based workloads accelerated with FPGAs and OpenCL.
Future Gener. Comput. Syst., 2020
Adaptive sliding windows for improved estimation of data center resource utilization.
Future Gener. Comput. Syst., 2020
Eng. Appl. Artif. Intell., 2020
2019
Constant-Time Sliding Window Framework with Reduced Memory Footprint and Efficient Bulk Evictions.
IEEE Trans. Parallel Distributed Syst., 2019
Guest Editorial: Special Issue on Novel Techniques in Big Data Analytics for Management.
IEEE Trans. Netw. Serv. Manag., 2019
IEEE Trans. Netw. Serv. Manag., 2019
Real-Time Data Center's Telemetry Reduction and Reconstruction Using Markov Chain Models.
IEEE Syst. J., 2019
Considerations in using OpenCL on GPUs and FPGAs for throughput-oriented genomics workloads.
Future Gener. Comput. Syst., 2019
Proceedings of the Performance Evaluation and Benchmarking for the Era of Cloud(s), 2019
Proceedings of the IEEE 22nd International Symposium on Real-Time Distributed Computing, 2019
2018
IEEE Trans. Netw. Serv. Manag., 2018
A resilient and distributed near real-time traffic forecasting application for Fog computing environments.
Future Gener. Comput. Syst., 2018
City of Barcelona's deployment of fog computing for improved citizen and city services.
Proceedings of the Fifth International Conference on Software Defined Systems, 2018
Keynote speech 2: City of Barcelona's deployment of fog computing for improved citizen and city services.
Proceedings of the Third International Conference on Fog and Mobile Edge Computing, 2018
Proceedings of the Euro-Par 2018: Parallel Processing, 2018
Proceedings of the Euro-Par 2018: Parallel Processing Workshops, 2018
Proceedings of the Euro-Par 2018: Parallel Processing Workshops, 2018
Next Stop "NoOps": Enabling Cross-System Diagnostics Through Graph-Based Composition of Logs and Metrics.
Proceedings of the IEEE International Conference on Cluster Computing, 2018
Proceedings of the Fourth IEEE International Conference on Big Data Computing Service and Applications, 2018
2017
IEEE Trans. Emerg. Top. Comput., 2017
The Unavoidable Convergence of NFV, 5G, and Fog: A Model-Driven Approach to Bridge Cloud and Edge.
IEEE Commun. Mag., 2017
Proceedings of the Performance Evaluation and Benchmarking for the Analytics Era, 2017
Proceedings of the International Conference for High Performance Computing, 2017
Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017
Proceedings of the IEEE Fog World Congress, 2017
2016
Unsupervised Learning of Dynamic Resource Provisioning Policies for Cloud-Hosted Multitier Web Applications.
IEEE Syst. J., 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Welcome message for the Special issue on: IoT-as-a- Service from the Editors-in-Chief.
EAI Endorsed Trans. Cloud Syst., 2015
ALOJA: A Framework for Benchmarking and Predictive Analytics in Big Data Deployments.
CoRR, 2015
Proceedings of the Big Data Benchmarking, 2015
Proceedings of the 14th IEEE International Symposium on Network Computing and Applications, 2015
ALOJA-ML: A Framework for Automating Characterization and Knowledge Discovery in Hadoop Deployments.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Performance Characterization of the Servioticy API: An IoT-as-a-Service Data Management Platform.
Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
From performance profiling to predictive analytics while evaluating hadoop cost-efficiency in ALOJA.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Proceedings of the 6th International Conference on Ambient Systems, 2015
2014
A methodology for the evaluation of high response time on E-commerce users and sales.
Inf. Syst. Frontiers, 2014
Proceedings of the 23rd International World Wide Web Conference, 2014
Proceedings of the 2014 International Conference on Future Internet of Things and Cloud, 2014
Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014
Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014
ALOJA: A systematic study of Hadoop deployment variables to enable automated characterization of cost-effectiveness.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
2013
Cross-stratum orchestration and flexgrid optical networks for data center federations.
IEEE Netw., 2013
Proceedings of the 2013 IEEE 12th International Symposium on Network Computing and Applications, 2013
On the Use of Social Trajectory-Based Clustering Methods for Public Transport Optimization.
Proceedings of the Citizen in Sensor Networks - Second International Workshop, 2013
Proceedings of the Business Process Management - 11th International Conference, 2013
Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013
2012
IEEE Trans. Parallel Distributed Syst., 2012
Energy accounting for shared virtualized environments under DVFS using PMC-based power models.
Future Gener. Comput. Syst., 2012
2011
Adaptive resource provisioning for read intensive multi-tier applications in the cloud.
Future Gener. Comput. Syst., 2011
Proceedings of The Tenth IEEE International Symposium on Networking Computing and Applications, 2011
Proceedings of the Middleware 2011, 2011
Black-box approach to capacity identification for multi-tier applications hosted on virtualized platforms.
Proceedings of the 2011 International Conference on Cloud and Service Computing, 2011
2010
Proceedings of the IEEE/IFIP Network Operations and Management Symposium, 2010
Characterization of workload and resource consumption for an online travel and booking site.
Proceedings of the 2010 IEEE International Symposium on Workload Characterization, 2010
Proceedings of the 39th International Conference on Parallel Processing, 2010
Accurate energy accounting for shared virtualized environments using PMC-based power modeling techniques.
Proceedings of the 2010 11th IEEE/ACM International Conference on Grid Computing, 2010
SLA-Driven Automatic Bottleneck Detection and Resolution for Read Intensive Multi-tier Applications Hosted on a Cloud.
Proceedings of the Advances in Grid and Pervasive Computing, 5th International Conference, 2010
Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010
2009
Proceedings of the 17th Euromicro International Conference on Parallel, 2009
Proceedings of the ICPP 2009, 2009
Proceedings of the 16th International Conference on High Performance Computing, 2009
SLA-Driven Adaptive Resource Management for Web Applications on a Heterogeneous Compute Cloud.
Proceedings of the Cloud Computing, First International Conference, CloudCom 2009, Beijing, 2009
2008
Int. J. High Perform. Comput. Netw., 2008
Dynamic CPU provisioning for self-managed secure web applications in SMP hosting platforms.
Comput. Networks, 2008
Proceedings of the IEEE/IFIP Network Operations and Management Symposium: Pervasive Management for Ubioquitous Networks and Services, 2008
Enabling Resource Sharing between Transactional and Batch Workloads Using Dynamic Application Placement.
Proceedings of the Middleware 2008, 2008
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008
Tailoring Resources: The Energy Efficient Consolidation Strategy Goes Beyond Virtualization.
Proceedings of the 2008 International Conference on Autonomic Computing, 2008
Proceedings of the 17th International Symposium on High-Performance Distributed Computing (HPDC-17 2008), 2008
2007
Comput. Networks, 2007
Proceedings of the 15th Euromicro International Conference on Parallel, 2007
Proceedings of the Integrated Network Management, 2007
2006
Proceedings of the 12th International Conference on Parallel and Distributed Systems, 2006
Proceedings of the 7th IEEE/ACM International Conference on Grid Computing (GRID 2006), 2006
2005
Proceedings of the 13th Euromicro Workshop on Parallel, 2005
WAS Control Center: An Autonomic Performance-Triggered Tracing Environment for WebSphere.
Proceedings of the 13th Euromicro Workshop on Parallel, 2005
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005
Proceedings of the 34th International Conference on Parallel Processing (ICPP 2005), 2005
Proceedings of the 11th International Conference on Parallel and Distributed Systems, 2005
Proceedings of the High Performance Computing and Communications, 2005
2004
Proceedings of the 33rd International Conference on Parallel Processing (ICPP 2004), 2004
2003
Complete instrumentation requirements for performance analysis of Web based technologies.
Proceedings of the 2003 IEEE International Symposium on Performance Analysis of Systems and Software, 2003