David Carrera

ORCID

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 50

Top Venues

CoRR

Future Gener. Comput. Syst.

IEEE Trans. Netw. Serv. Manag.

IEEE BigData

Publications

Daniel Rivas-Barragan, Francesc Guim, Jordà Polo, David Carrera
Performance characterization of video analytics workloads in heterogeneous edge infrastructures. Concurr. Comput. Pract. Exp. 35 (14) (2023)
Monika Valdez, David Carrera, Angelos Antonopoulos
Standardization Initiatives and Market Approaches in Edge Federation. CSCN (2022)
Francesc Guim, Thijs Metsch, Hassnaa Moustafa, Timothy Verrall, David Carrera, Nicola Cadenelli, Jiang Chen, David Doria, Chadie Ghadie, Raül González Prats
Autonomous Lifecycle Management for Resource-Efficient Workload Orchestration for Green Edge Computing. IEEE Trans. Green Commun. Netw. 6 (1) (2022)
Aaron Call, Jordà Polo, David Carrera
Workload-Aware Placement Strategies to Leverage Disaggregated Resources in the Datacenter. IEEE Syst. J. 16 (1) (2022)
Daniel Rivas, Francesc Guim, Jordà Polo, Pubudu Madhawa Silva, Josep Lluís Berral, David Carrera
Towards automatic model specialization for edge video analytics. Future Gener. Comput. Syst. 134 (2022)
Alberto Gutierrez-Torre, Kiyana Bahadori, Shuja Ur Rehman Baig, Waheed Iqbal, Tullio Vardanega, Josep Lluís Berral, David Carrera
Automatic Distributed Deep Learning Using Resource-Constrained Edge Devices. IEEE Internet Things J. 9 (16) (2022)
Muhammad Abdullah, Waheed Iqbal, Josep Lluis Berral, Jorda Polo, David Carrera
Burst-Aware Predictive Autoscaling for Containerized Microservices. IEEE Trans. Serv. Comput. 15 (3) (2022)
Daniel Rivas, Francesc Guim, Jordà Polo, Josep Lluís Berral, David Carrera
Large-Scale Video Analytics Through Object-Level Consolidation. SmartCity360° (2021)
Nur Zincir-Heywood, Giuliano Casale, David Carrera, Lydia Y. Chen, Amogh Dhamdhere, Takeru Inoue, Hanan Lutfiyya, Taghrid Samak
Guest Editorial: Special Issue on Data Analytics and Machine Learning for Network and Service Management - Part II. IEEE Trans. Netw. Serv. Manag. 18 (1) (2021)
Daniel Rivas, Francesc Guim, Jordà Polo, Josep Lluis Berral, Pubudu M. Silva, David Carrera
Towards Unsupervised Fine-Tuning for Edge Video Analytics. CoRR (2021)
Anna Maria Nestorov, Jordà Polo, Claudia Misale, David Carrera, Alaa Youssef
Performance Evaluation of Data-Centric Workloads in Serverless Environments. CLOUD (2021)
Daniel Rivas, Francesc Guim, Jordà Polo, David Carrera
Large-Scale Video Analytics through Object-Level Consolidation. CoRR (2021)
Marcelo Amaral, Jordà Polo, David Carrera, Nelson M. Gonzalez, Chih-Chieh Yang, Alessandro Morari, Bruce D'Amora, Alaa Youssef, Malgorzata Steinder
DRMaestro: orchestrating disaggregated resources on virtualized data-centers. J. Cloud Comput. 10 (1) (2021)
Alberto Gutierrez-Torre, Josep Lluís Berral, David Buchaca Prats, Marc Guevara, Albert Soret, David Carrera
Improving maritime traffic emission estimations on missing data with CRBMs. Eng. Appl. Artif. Intell. 94 (2020)
A. Nur Zincir-Heywood, Giuliano Casale, David Carrera, Lydia Y. Chen, Amogh Dhamdhere, Takeru Inoue, Hanan Lutfiyya, Taghrid Samak
Guest Editorial: Special Section on Data Analytics and Machine Learning for Network and Service Management-Part I. IEEE Trans. Netw. Serv. Manag. 17 (4) (2020)
Nicolás Poggi, Alejandro Montero, David Carrera
Characterizing BigBench queries, Hive, and Spark in multi-cloud environments. CoRR (2020)
David Buchaca Prats, Joan Marcual, Josep Lluis Berral, David Carrera
Sequence-to-sequence models for workload interference prediction on batch processing datacenters. Future Gener. Comput. Syst. 110 (2020)
Zoran Jaksic, Nicola Cadenelli, David Buchaca Prats, Jordà Polo, Josep Lluis Berral, David Carrera
A highly parameterizable framework for Conditional Restricted Boltzmann Machine based workloads accelerated with FPGAs and OpenCL. Future Gener. Comput. Syst. 104 (2020)
David Buchaca Prats, Joan Marcual, Josep Lluís Berral, David Carrera
Sequence-to-sequence models for workload interference. CoRR (2020)
Álvaro Villalba, David Carrera
Multi-tenant Pub/Sub Processing for Real-time Data Streams. CoRR (2020)
Alberto Gutierrez-Torre, Josep Lluis Berral, David Buchaca Prats, Marc Guevara, Albert Soret, David Carrera
Improving Maritime Traffic Emission Estimations on Missing Data with CRBMs. CoRR (2020)
Shuja-ur-Rehman Baig, Waheed Iqbal, Josep Lluis Berral, David Carrera
Adaptive sliding windows for improved estimation of data center resource utilization. Future Gener. Comput. Syst. 104 (2020)
Aaron Call, Jordà Polo, David Carrera, Francesc Guim, Sujoy Sen
Disaggregating Non-Volatile Memory for Throughput-Oriented Genomics Workloads. CoRR (2020)
David Carrera, Giuliano Casale, Takeru Inoue, Hanan Lutfiyya, Jia Wang, A. Nur Zincir-Heywood
Guest Editorial: Special Issue on Novel Techniques in Big Data Analytics for Management. IEEE Trans. Netw. Serv. Manag. 16 (3) (2019)
Shuja Ur Rehman Baig, Waheed Iqbal, Josep Lluis Berral, Abdelkarim Erradi, David Carrera
Adaptive Prediction Models for Data Center Resources Utilization Estimation. IEEE Trans. Netw. Serv. Manag. 16 (4) (2019)
Nicolás Poggi, Víctor Cuevas-Vicenttín, Josep Lluis Berral, Thomas Fenech, Gonzalo Gómez, Davide Brini, Alejandro Montero, David Carrera, Umar Farooq Minhas, José A. Blakeley, Donald Kossmann, Raghu Ramakrishnan, Clemens A. Szyperski
Benchmarking Elastic Cloud Big Data Services Under SLA Constraints. TPCTC (2019)
Shuja-ur-Rehman Baig, Waheed Iqbal, Josep Lluis Berral, Abdelkarim Erradi, David Carrera
Real-Time Data Center's Telemetry Reduction and Reconstruction Using Markov Chain Models. IEEE Syst. J. 13 (4) (2019)
Álvaro Villalba, David Carrera
Constant- Time Approximate Sliding Window Framework with Error Control. ISORC (2019)
Álvaro Villalba, Josep Lluis Berral, David Carrera
Constant-Time Sliding Window Framework with Reduced Memory Footprint and Efficient Bulk Evictions. IEEE Trans. Parallel Distributed Syst. 30 (3) (2019)
Nicola Cadenelli, Zoran Jaksic, Jordà Polo, David Carrera
Considerations in using OpenCL on GPUs and FPGAs for throughput-oriented genomics workloads. Future Gener. Comput. Syst. 94 (2019)
David Carrera
City of Barcelona's deployment of fog computing for improved citizen and city services. SDS (2018)
Michal Zasadzinski, Marc Solé, Álvaro Brandón, Victor Muntés-Mulero, David Carrera
Next Stop "NoOps": Enabling Cross-System Diagnostics Through Graph-Based Composition of Logs and Metrics. CLUSTER (2018)
David Carrera
Keynote speech 2: City of Barcelona's deployment of fog computing for improved citizen and city services. FMEC (2018)
Michal Zasadzinski, Victor Muntés-Mulero, Marc Solé, David Carrera, Thomas Ludwig
Early Termination of Failed HPC Jobs Through Machine and Deep Learning. Euro-Par (2018)
Álvaro Villalba, David Carrera
Multi-tenant Pub/Sub Processing for Real-Time Data Streams. Euro-Par Workshops (2018)
Shuja-ur-Rehman Baig, Marcelo Amaral, Jorda Polo, David Carrera
Performance Characterization of Spark Workloads on Shared NUMA Systems. BigDataService (2018)
Juan Luis Pérez, Alberto Gutierrez-Torre, Josep Lluis Berral, David Carrera
A resilient and distributed near real-time traffic forecasting application for Fog computing environments. Future Gener. Comput. Syst. 87 (2018)
David Buchaca Prats, Josep Lluis Berral, David Carrera
Automatic Generation of Workload Profiles Using Unsupervised Learning Pipelines. IEEE Trans. Netw. Serv. Manag. 15 (1) (2018)
Michal Zasadzinski, Marc Solé, Álvaro Brandón, Victor Muntés-Mulero, David Carrera
Next Stop "NoOps": Enabling Cross-System Diagnostics Through Graph-based Composition of Logs and Metrics. CoRR (2018)
Aaron Call, Jordà Polo, David Carrera, Francesc Guim, Sujoy Sen
Disaggregating Non-Volatile Memory for Throughput-Oriented Genomics Workloads. Euro-Par Workshops (2018)
Nicola Cadenelli, Jorda Polo, David Carrera
Accelerating K-mer Frequency Counting with GPU and Non-Volatile Memory. HPCC/SmartCity/DSS (2017)
Nicolás Poggi, Alejandro Montero, David Carrera
Characterizing BigBench Queries, Hive, and Spark in Multi-cloud Environments. TPCTC (2017)
Marcelo Yannuzzi, Rik Irons-Mclean, Frank van Lingen, Shivani Raghav, Ram Somaraju, Charles C. Byers, Tao Zhang, Anuj Jain, Joel Curado, David Carrera, Oscar Trullols, Sergi Alonso
Toward a converged OpenFog and ETSI MANO architecture. FWC (2017)
Josep Lluis Berral, Nicolás Poggi, David Carrera, Aaron Call, Rob Reinauer, Daron Green
ALOJA: A Framework for Benchmarking and Predictive Analytics in Hadoop Deployments. IEEE Trans. Emerg. Top. Comput. 5 (4) (2017)
Marcelo Amaral, Jordà Polo, David Carrera, Seetharami R. Seelam, Malgorzata Steinder
Topology-aware GPU scheduling for learning workloads in cloud environments. SC (2017)
Nicola Cadenelli, Jorda Polo, David Carrera
Accelerating K-mer Frequency Counting with GPU and Non-Volatile Memory. CoRR (2017)
Frank van Lingen, Marcelo Yannuzzi, Anuj Jain, Rik Irons-Mclean, Oriol Lluch Parellada, David Carrera, Juan Luis Pérez Ordóñez, Alberto Gutierrez, Diego Montero, Josep Marti, Ricard Maso, Juan Pedro Rodriguez
The Unavoidable Convergence of NFV, 5G, and Fog: A Model-Driven Approach to Bridge Cloud and Edge. IEEE Commun. Mag. 55 (8) (2017)
Marcelo Yannuzzi, Frank van Lingen, Anuj Jain, Oriol Lluch Parellada, Manel Mendoza Flores, David Carrera, Juan Luis Pérez, Diego Montero, Pablo Chacin, Angelo Corsaro, Albert Olive
A New Era for Cities with Fog Computing. IEEE Internet Comput. 21 (2) (2017)
Nicolás Poggi, Josep Lluis Berral, Thomas Fenech, David Carrera, José A. Blakeley, Umar Farooq Minhas, Nikola Vujic
The state of SQL-on-Hadoop in the cloud. IEEE BigData (2016)
Waheed Iqbal, Matthew N. Dailey, David Carrera
Unsupervised Learning of Dynamic Resource Provisioning Policies for Cloud-Hosted Multitier Web Applications. IEEE Syst. J. 10 (4) (2016)
Josep Lluis Berral, Nicolás Poggi, David Carrera, Aaron Call, Rob Reinauer, Daron Green
ALOJA: A Framework for Benchmarking and Predictive Analytics in Big Data Deployments. CoRR (2015)
Juan Luis Pérez, David Carrera
Performance Characterization of the Servioticy API: An IoT-as-a-Service Data Management Platform. BigDataService (2015)
Josep Lluis Berral, Nicolás Poggi, David Carrera, Aaron Call, Rob Reinauer, Daron Green
ALOJA-ML: A Framework for Automating Characterization and Knowledge Discovery in Hadoop Deployments. KDD (2015)
Nicolás Poggi, Josep Lluis Berral, David Carrera, Aaron Call, Fabrizio Gagliardi, Rob Reinauer, Nikola Vujic, Daron Green, José A. Blakeley
From performance profiling to predictive analytics while evaluating hadoop cost-efficiency in ALOJA. IEEE BigData (2015)
Marcelo Amaral, Jorda Polo, David Carrera, Iqbal Mohomed, Merve Unuvar, Malgorzata Steinder
Performance Evaluation of Microservices Architectures Using Containers. NCA (2015)
Rubén Tous, Anastasios Gounaris, Carlos Tripiana, Jordi Torres, Sergi Girona, Eduard Ayguadé, Jesús Labarta, Yolanda Becerra, David Carrera, Mateo Valero
Spark deployment and performance evaluation on the MareNostrum supercomputer. IEEE BigData (2015)
Benny Mandler, David Carrera
Welcome message for the Special issue on: IoT-as-a- Service from the Editors-in-Chief. EAI Endorsed Trans. Cloud Syst. 1 (1) (2015)
Josep Lluis Berral, Nicolás Poggi, David Carrera, Aaron Call, Rob Reinauer, Daron Green
ALOJA-ML: A Framework for Automating Characterization and Knowledge Discovery in Hadoop Deployments. CoRR (2015)
Marcelo Amaral, Jorda Polo, David Carrera, Iqbal Mohomed, Merve Unuvar, Malgorzata Steinder
Performance Evaluation of Microservices Architectures using Containers. CoRR (2015)
Álvaro Villalba, Juan Luis Pérez, David Carrera, Carlos Pedrinaci, Luca Panziera
servIoTicy and iServe: A Scalable Platform for Mining the IoT. ANT/SEIT (2015)
Nicolás Poggi, Josep Lluis Berral, David Carrera
ALOJA: A Benchmarking and Predictive Platform for Big Data Performance Analysis. WBDB (2015)
Juan Luis Pérez, Álvaro Villalba, David Carrera, Iker Larizgoitia, Vlad Trifa
The COMPOSE API for the internet of things. WWW (Companion Volume) (2014)
Waheed Iqbal, Matthew N. Dailey, David Carrera
Low Cost Quality Aware Multi-tier Application Hosting on the Amazon Cloud. FiCloud (2014)
Nicolás Poggi, David Carrera, Aaron Call, Sergio Mendoza, Yolanda Becerra, Jordi Torres, Eduard Ayguadé, Fabrizio Gagliardi, Jesús Labarta, Rob Reinauer, Nikola Vujic, Daron Green, José A. Blakeley
ALOJA: A systematic study of Hadoop deployment variables to enable automated characterization of cost-effectiveness. IEEE BigData (2014)
Nicolás Poggi, David Carrera, Ricard Gavaldà, Eduard Ayguadé, Jordi Torres
A methodology for the evaluation of high response time on E-commerce users and sales. Inf. Syst. Frontiers 16 (5) (2014)
Nicolás Poggi, David Carrera, Eduard Ayguadé, Jordi Torres
Profit-aware cloud resource provisioner for ecommerce. CLUSTER (2014)
Jorda Polo, Yolanda Becerra, David Carrera, Jordi Torres, Eduard Ayguadé, Malgorzata Steinder
Adaptive MapReduce Scheduling in Shared Environments. CCGRID (2014)
Jorda Polo, Yolanda Becerra, David Carrera, Malgorzata Steinder, Ian Whalley, Jordi Torres, Eduard Ayguadé
Deadline-Based MapReduce Workload Management. IEEE Trans. Netw. Serv. Manag. 10 (2) (2013)
Jordi Nin, David Carrera, Daniel Villatoro
On the Use of Social Trajectory-Based Clustering Methods for Public Transport Optimization. CitiSens (2013)
Nicolás Poggi, Vinod Muthusamy, David Carrera, Rania Khalaf
Business Process Mining from E-Commerce Web Logs. BPM (2013)
Luis Velasco, Adria Asensio, Alberto Castro, Josep Lluis Berral, David Carrera, Víctor López, Juan P. Fernández Palacios
Cross-stratum orchestration and flexgrid optical networks for data center federations. IEEE Netw. 27 (6) (2013)
Benny Mandler, Fabio Antonelli, Robert Kleinfeld, Carlos Pedrinaci, David Carrera, Alessio Gugliotta, Daniel Schreckling, Iacopo Carreras, Dave Raggett, Marc Pous, Carmen Vicente Villares, Vlad Trifa
COMPOSE - A Journey from the Internet of Things to the Internet of Services. AINA Workshops (2013)
Jorda Polo, Yolanda Becerra, David Carrera, Jordi Torres, Eduard Ayguadé, Mike Spreitzer, Malgorzata Steinder
Enabling Distributed Key-Value Stores with Low Latency-Impact Snapshot Support. NCA (2013)
David Carrera, Malgorzata Steinder, Ian Whalley, Jordi Torres, Eduard Ayguadé
Autonomic Placement of Mixed Batch and Transactional Workloads. IEEE Trans. Parallel Distributed Syst. 23 (2) (2012)
Ramon Bertran, Yolanda Becerra, David Carrera, Vicenç Beltran, Marc González, Xavier Martorell, Nacho Navarro, Jordi Torres, Eduard Ayguadé
Energy accounting for shared virtualized environments under DVFS using PMC-based power models. Future Gener. Comput. Syst. 28 (2) (2012)
Waheed Iqbal, Matthew N. Dailey, David Carrera
Black-box approach to capacity identification for multi-tier applications hosted on virtualized platforms. CDC (2011)
Nicolás Poggi, David Carrera, Ricard Gavaldà, Eduard Ayguadé
Non-intrusive Estimation of QoS Degradation Impact on E-Commerce User Satisfaction. NCA (2011)
Jorda Polo, Claris Castillo, David Carrera, Yolanda Becerra, Ian Whalley, Malgorzata Steinder, Jordi Torres, Eduard Ayguadé
Resource-Aware Adaptive Scheduling for MapReduce Clusters. Middleware (2011)
Waheed Iqbal, Matthew N. Dailey, David Carrera, Paul Janecek
Adaptive resource provisioning for read intensive multi-tier applications in the cloud. Future Gener. Comput. Syst. 27 (6) (2011)
Waheed Iqbal, Matthew N. Dailey, David Carrera, Paul Janecek
SLA-Driven Automatic Bottleneck Detection and Resolution for Read Intensive Multi-tier Applications Hosted on a Cloud. GPC (2010)
Waheed Iqbal, Matthew N. Dailey, David Carrera
SLA-Driven Dynamic Resource Management for Multi-tier Web Applications in a Cloud. CCGRID (2010)
Jorda Polo, David Carrera, Yolanda Becerra, Malgorzata Steinder, Ian Whalley
Performance-driven task co-scheduling for MapReduce environments. NOMS (2010)
Ramon Bertran, Yolanda Becerra, David Carrera, Vicenç Beltran, Marc González, Xavier Martorell, Jordi Torres, Eduard Ayguadé
Accurate energy accounting for shared virtualized environments using PMC-based power modeling techniques. GRID (2010)
Jorda Polo, David Carrera, Yolanda Becerra, Vicenç Beltran, Jordi Torres, Eduard Ayguadé
Performance Management of Accelerated MapReduce Workloads in Heterogeneous Clusters. ICPP (2010)
Nicolás Poggi, David Carrera, Ricard Gavaldà, Jordi Torres, Eduard Ayguadé
Characterization of workload and resource consumption for an online travel and booking site. IISWC (2010)
Yolanda Becerra, Vicenç Beltran, David Carrera, Marc González, Jordi Torres, Eduard Ayguadé
Speeding Up Distributed MapReduce Applications Using Hardware Accelerators. ICPP (2009)
Waheed Iqbal, Matthew N. Dailey, David Carrera
SLA-Driven Adaptive Resource Management for Web Applications on a Heterogeneous Compute Cloud. CloudCom (2009)
Vicenç Beltran, David Carrera, Jordi Torres, Eduard Ayguadé
CellMT: A cooperative multithreading library for the Cell/B.E. HiPC (2009)
Yolanda Becerra, David Carrera, Eduard Ayguadé
Batch Job Profiling and Adaptive Profile Enforcement for Virtualized Environments. PDP (2009)
Jordi Guitart, David Carrera, Vicenç Beltran, Jordi Torres, Eduard Ayguadé
Dynamic CPU provisioning for self-managed secure web applications in SMP hosting platforms. Comput. Networks 52 (7) (2008)
David Carrera, Malgorzata Steinder, Ian Whalley, Jordi Torres, Eduard Ayguadé
Enabling Resource Sharing between Transactional and Batch Workloads Using Dynamic Application Placement. Middleware (2008)
Jordi Torres, David Carrera, Vicenç Beltran, Nicolás Poggi, Kevin Hogan, Josep Lluis Berral, Ricard Gavaldà, Eduard Ayguadé, Toni Moreno, Jordi Guitart
Tailoring Resources: The Energy Efficient Consolidation Strategy Goes Beyond Virtualization. ICAC (2008)
Jordi Torres, David Carrera, Kevin Hogan, Ricard Gavaldà, Vicenç Beltran, Nicolás Poggi
Reducing wasted resources to help achieve green data centers. IPDPS (2008)
David Carrera, Malgorzata Steinder, Ian Whalley, Jordi Torres, Eduard Ayguadé
Managing SLAs of heterogeneous workloads using dynamic application placement. HPDC (2008)
David Carrera, Malgorzata Steinder, Ian Whalley, Jordi Torres, Eduard Ayguadé
Utility-based placement of dynamic Web applications with fairness goals. NOMS (2008)
David Carrera, Vicenç Beltran, Jordi Torres, Eduard Ayguadé
A hybrid connector for efficient web servers. Int. J. High Perform. Comput. Netw. 5 (5/6) (2008)
Jordi Guitart, David Carrera, Vicenç Beltran, Jordi Torres, Eduard Ayguadé
Designing an overload control strategy for secure e-commerce applications. Comput. Networks 51 (15) (2007)
Malgorzata Steinder, Ian Whalley, David Carrera, Ilona Gaweda, David M. Chess
Server virtualization in autonomic management of heterogeneous workloads. Integrated Network Management (2007)
Ramon Nou, Ferran Julià, David Carrera, Kevin Hogan, Jordi Caubet, Jesús Labarta, Jordi Torres
Monitoring and Analysis Framework for Grid Middleware. PDP (2007)
Ramon Nou, Jordi Guitart, David Carrera, Jordi Torres
Experiences with Simulations - A Light and Fast Model for Secure Web Applications. ICPADS (1) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

David Carrera