Complete instrumentation requirements for performance analysis of Web based technologies. - David Carrera 001; Jordi Guitart; Jordi Torres; Eduard Ayguadé; Jesús Labarta (ISPASS, 2003)

Evaluating the Scalability of Java Event-Driven Web Servers. - Vicenç Beltran 001; David Carrera 001; Jordi Torres; Eduard Ayguadé (ICPP, 2004)

A Hybrid Web Server Architecture for Secure e-Business Web Applications. - Vicenç Beltran 001; David Carrera 001; Jordi Guitart; Jordi Torres; Eduard Ayguadé (HPCC, 2005)

A Hybrid Web Server Architecture for e-Commerce Applications. - David Carrera 001; Vicenç Beltran 001; Jordi Torres; Eduard Ayguadé (ICPADS (1), 2005)

Session-Based Adaptive Overload Control for Secure Dynamic Web Applications. - Jordi Guitart; David Carrera 001; Vicenç Beltran 001; Jordi Torres; Eduard Ayguadé (ICPP, 2005)

Characterizing Secure Dynamic Web Applications Scalability. - Jordi Guitart; Vicenç Beltran 001; David Carrera 001; Jordi Torres; Eduard Ayguadé (IPDPS, 2005)

WAS Control Center: An Autonomic Performance-Triggered Tracing Environment for WebSphere. - David Carrera 001; David García; Jordi Torres; Eduard Ayguadé; Jesús Labarta (PDP, 2005)

Tuning Dynamic Web Applications using Fine-Grain Analysis. - Jordi Guitart; David Carrera 001; Jordi Torres; Eduard Ayguadé; Jesús Labarta (PDP, 2005)

Monitoring and analysing a Grid Middleware Node. - Ramon Nou; Ferran Julià; David Carrera 001; Kevin Hogan; Jordi Caubet; Jesús Labarta; Jordi Torres (GRID, 2006)

Experiences with Simulations - A Light and Fast Model for Secure Web Applications. - Ramon Nou; Jordi Guitart; David Carrera 001; Jordi Torres (ICPADS (1), 2006)

Server virtualization in autonomic management of heterogeneous workloads. - Malgorzata Steinder; Ian Whalley; David Carrera 001; Ilona Gaweda; David M. Chess (Integrated Network Management, 2007)

Monitoring and Analysis Framework for Grid Middleware. - Ramon Nou; Ferran Julià; David Carrera 001; Kevin Hogan; Jordi Caubet; Jesús Labarta; Jordi Torres (PDP, 2007)

Designing an overload control strategy for secure e-commerce applications. - Jordi Guitart; David Carrera 001; Vicenç Beltran 001; Jordi Torres; Eduard Ayguadé (Comput. Networks, 2007)

Managing SLAs of heterogeneous workloads using dynamic application placement. - David Carrera 001; Malgorzata Steinder; Ian Whalley; Jordi Torres; Eduard Ayguadé (HPDC, 2008)

Tailoring Resources: The Energy Efficient Consolidation Strategy Goes Beyond Virtualization. - Jordi Torres; David Carrera 001; Vicenç Beltran 001; Nicolás Poggi; Kevin Hogan; Josep Lluis Berral; Ricard Gavaldà; Eduard Ayguadé; Toni Moreno; Jordi Guitart (ICAC, 2008)

Reducing wasted resources to help achieve green data centers. - Jordi Torres; David Carrera 001; Kevin Hogan; Ricard Gavaldà; Vicenç Beltran 001; Nicolás Poggi (IPDPS, 2008)

Enabling Resource Sharing between Transactional and Batch Workloads Using Dynamic Application Placement. - David Carrera 001; Malgorzata Steinder; Ian Whalley; Jordi Torres; Eduard Ayguadé (Middleware, 2008)

Utility-based placement of dynamic Web applications with fairness goals. - David Carrera 001; Malgorzata Steinder; Ian Whalley; Jordi Torres; Eduard Ayguadé (NOMS, 2008)

Dynamic CPU provisioning for self-managed secure web applications in SMP hosting platforms. - Jordi Guitart; David Carrera 001; Vicenç Beltran 001; Jordi Torres; Eduard Ayguadé (Comput. Networks, 2008)

A hybrid connector for efficient web servers. - David Carrera 001; Vicenç Beltran 001; Jordi Torres; Eduard Ayguadé (Int. J. High Perform. Comput. Netw., 2008)

Adaptive execution environments for application servers. - David Carrera 001 (2008)

SLA-Driven Adaptive Resource Management for Web Applications on a Heterogeneous Compute Cloud. - Waheed Iqbal; Matthew N. Dailey; David Carrera 001 (CloudCom, 2009)

CellMT: A cooperative multithreading library for the Cell/B.E. - Vicenç Beltran 001; David Carrera 001; Jordi Torres; Eduard Ayguadé (HiPC, 2009)

Speeding Up Distributed MapReduce Applications Using Hardware Accelerators. - Yolanda Becerra 001; Vicenç Beltran 001; David Carrera 001; Marc González 001; Jordi Torres; Eduard Ayguadé (ICPP, 2009)

Batch Job Profiling and Adaptive Profile Enforcement for Virtualized Environments. - Yolanda Becerra 001; David Carrera 001; Eduard Ayguadé (PDP, 2009)

SLA-Driven Dynamic Resource Management for Multi-tier Web Applications in a Cloud. - Waheed Iqbal; Matthew N. Dailey; David Carrera 001 (CCGRID, 2010)

SLA-Driven Automatic Bottleneck Detection and Resolution for Read Intensive Multi-tier Applications Hosted on a Cloud. - Waheed Iqbal; Matthew N. Dailey; David Carrera 001; Paul Janecek (GPC, 2010)

Accurate energy accounting for shared virtualized environments using PMC-based power modeling techniques. - Ramon Bertran; Yolanda Becerra 001; David Carrera 001; Vicenç Beltran 001; Marc González 001; Xavier Martorell; Jordi Torres; Eduard Ayguadé (GRID, 2010)

Performance Management of Accelerated MapReduce Workloads in Heterogeneous Clusters. - Jorda Polo; David Carrera 001; Yolanda Becerra 001; Vicenç Beltran 001; Jordi Torres; Eduard Ayguadé (ICPP, 2010)

Characterization of workload and resource consumption for an online travel and booking site. - Nicolás Poggi; David Carrera 001; Ricard Gavaldà; Jordi Torres; Eduard Ayguadé (IISWC, 2010)

Performance-driven task co-scheduling for MapReduce environments. - Jorda Polo; David Carrera 001; Yolanda Becerra 001; Malgorzata Steinder; Ian Whalley (NOMS, 2010)

Black-box approach to capacity identification for multi-tier applications hosted on virtualized platforms. - Waheed Iqbal; Matthew N. Dailey; David Carrera 001 (CDC, 2011)

Resource-Aware Adaptive Scheduling for MapReduce Clusters. - Jorda Polo; Claris Castillo; David Carrera 001; Yolanda Becerra 001; Ian Whalley; Malgorzata Steinder; Jordi Torres; Eduard Ayguadé (Middleware, 2011)

Non-intrusive Estimation of QoS Degradation Impact on E-Commerce User Satisfaction. - Nicolás Poggi; David Carrera 001; Ricard Gavaldà; Eduard Ayguadé (NCA, 2011)

Adaptive resource provisioning for read intensive multi-tier applications in the cloud. - Waheed Iqbal; Matthew N. Dailey; David Carrera 001; Paul Janecek (Future Gener. Comput. Syst., 2011)

Energy accounting for shared virtualized environments under DVFS using PMC-based power models. - Ramon Bertran; Yolanda Becerra 001; David Carrera 001; Vicenç Beltran 001; Marc González 001; Xavier Martorell; Nacho Navarro; Jordi Torres; Eduard Ayguadé (Future Gener. Comput. Syst., 2012)

Autonomic Placement of Mixed Batch and Transactional Workloads. - David Carrera 001; Malgorzata Steinder; Ian Whalley; Jordi Torres; Eduard Ayguadé (IEEE Trans. Parallel Distributed Syst., 2012)

COMPOSE - A Journey from the Internet of Things to the Internet of Services. - Benny Mandler; Fabio Antonelli; Robert Kleinfeld; Carlos Pedrinaci; David Carrera 001; Alessio Gugliotta; Daniel Schreckling; Iacopo Carreras; Dave Raggett; Marc Pous; Carmen Vicente Villares; Vlad Trifa (AINA Workshops, 2013)

Business Process Mining from E-Commerce Web Logs. - Nicolás Poggi; Vinod Muthusamy; David Carrera 001; Rania Khalaf (BPM, 2013)

On the Use of Social Trajectory-Based Clustering Methods for Public Transport Optimization. - Jordi Nin; David Carrera 001; Daniel Villatoro (CitiSens, 2013)

Enabling Distributed Key-Value Stores with Low Latency-Impact Snapshot Support. - Jorda Polo; Yolanda Becerra 001; David Carrera 001; Jordi Torres; Eduard Ayguadé; Mike Spreitzer; Malgorzata Steinder (NCA, 2013)

Cross-stratum orchestration and flexgrid optical networks for data center federations. - Luis Velasco 001; Adria Asensio; Alberto Castro; Josep Lluis Berral; David Carrera 001; Víctor López 001; Juan P. Fernández Palacios (IEEE Netw., 2013)

Deadline-Based MapReduce Workload Management. - Jorda Polo; Yolanda Becerra 001; David Carrera 001; Malgorzata Steinder; Ian Whalley; Jordi Torres; Eduard Ayguadé (IEEE Trans. Netw. Serv. Manag., 2013)

ALOJA: A systematic study of Hadoop deployment variables to enable automated characterization of cost-effectiveness. - Nicolás Poggi; David Carrera 001; Aaron Call; Sergio Mendoza; Yolanda Becerra 001; Jordi Torres; Eduard Ayguadé; Fabrizio Gagliardi; Jesús Labarta; Rob Reinauer; Nikola Vujic; Daron Green; et al. (IEEE BigData, 2014)

Adaptive MapReduce Scheduling in Shared Environments. - Jorda Polo; Yolanda Becerra 001; David Carrera 001; Jordi Torres; Eduard Ayguadé; Malgorzata Steinder (CCGRID, 2014)

Profit-aware cloud resource provisioner for ecommerce. - Nicolás Poggi; David Carrera 001; Eduard Ayguadé; Jordi Torres (CLUSTER, 2014)

Low Cost Quality Aware Multi-tier Application Hosting on the Amazon Cloud. - Waheed Iqbal; Matthew N. Dailey; David Carrera 001 (FiCloud, 2014)

The COMPOSE API for the internet of things. - Juan Luis Pérez; Álvaro Villalba; David Carrera 001; Iker Larizgoitia; Vlad Trifa (WWW (Companion Volume), 2014)

A methodology for the evaluation of high response time on E-commerce users and sales. - Nicolás Poggi; David Carrera 001; Ricard Gavaldà; Eduard Ayguadé; Jordi Torres (Inf. Syst. Frontiers, 2014)

servIoTicy and iServe: A Scalable Platform for Mining the IoT. - Álvaro Villalba; Juan Luis Pérez; David Carrera 001; Carlos Pedrinaci; Luca Panziera (ANT/SEIT, 2015)

From performance profiling to predictive analytics while evaluating hadoop cost-efficiency in ALOJA. - Nicolás Poggi; Josep Lluis Berral; David Carrera 001; Aaron Call; Fabrizio Gagliardi; Rob Reinauer; Nikola Vujic; Daron Green; José A. Blakeley (IEEE BigData, 2015)

Spark deployment and performance evaluation on the MareNostrum supercomputer. - Rubén Tous; Anastasios Gounaris; Carlos Tripiana; Jordi Torres; Sergi Girona; Eduard Ayguadé; Jesús Labarta; Yolanda Becerra 001; David Carrera 001; Mateo Valero (IEEE BigData, 2015)

Performance Characterization of the Servioticy API: An IoT-as-a-Service Data Management Platform. - Juan Luis Pérez; David Carrera 001 (BigDataService, 2015)

ALOJA-ML: A Framework for Automating Characterization and Knowledge Discovery in Hadoop Deployments. - Josep Lluis Berral; Nicolás Poggi; David Carrera 001; Aaron Call; Rob Reinauer; Daron Green (KDD, 2015)

Performance Evaluation of Microservices Architectures Using Containers. - Marcelo Amaral; Jorda Polo; David Carrera 001; Iqbal Mohomed; Merve Unuvar; Malgorzata Steinder (NCA, 2015)

ALOJA: A Benchmarking and Predictive Platform for Big Data Performance Analysis. - Nicolás Poggi; Josep Lluis Berral; David Carrera 001 (WBDB, 2015)

ALOJA: A Framework for Benchmarking and Predictive Analytics in Big Data Deployments. - Josep Lluis Berral; Nicolás Poggi; David Carrera 001; Aaron Call; Rob Reinauer; Daron Green (CoRR, 2015)

Welcome message for the Special issue on: IoT-as-a- Service from the Editors-in-Chief. - Benny Mandler; David Carrera 001 (EAI Endorsed Trans. Cloud Syst., 2015)

The state of SQL-on-Hadoop in the cloud. - Nicolás Poggi; Josep Lluis Berral; Thomas Fenech; David Carrera 001; José A. Blakeley; Umar Farooq Minhas; Nikola Vujic (IEEE BigData, 2016)

Unsupervised Learning of Dynamic Resource Provisioning Policies for Cloud-Hosted Multitier Web Applications. - Waheed Iqbal; Matthew N. Dailey; David Carrera 001 (IEEE Syst. J., 2016)

Toward a converged OpenFog and ETSI MANO architecture. - Marcelo Yannuzzi; Rik Irons-Mclean; Frank van Lingen; Shivani Raghav; Ram Somaraju; Charles C. Byers; Tao Zhang 005; Anuj Jain; Joel Curado; David Carrera 001; Oscar Trullols; Sergi Alonso (FWC, 2017)

Accelerating K-mer Frequency Counting with GPU and Non-Volatile Memory. - Nicola Cadenelli; Jorda Polo; David Carrera 001 (HPCC/SmartCity/DSS, 2017)

Topology-aware GPU scheduling for learning workloads in cloud environments. - Marcelo Amaral; Jordà Polo; David Carrera 001; Seetharami R. Seelam; Malgorzata Steinder (SC, 2017)

Characterizing BigBench Queries, Hive, and Spark in Multi-cloud Environments. - Nicolás Poggi; Alejandro Montero; David Carrera 001 (TPCTC, 2017)

The Unavoidable Convergence of NFV, 5G, and Fog: A Model-Driven Approach to Bridge Cloud and Edge. - Frank van Lingen; Marcelo Yannuzzi; Anuj Jain; Rik Irons-Mclean; Oriol Lluch Parellada; David Carrera 001; Juan Luis Pérez Ordóñez; Alberto Gutierrez; Diego Montero; Josep Marti; Ricard Maso; Juan Pedro Rodriguez (IEEE Commun. Mag., 2017)

A New Era for Cities with Fog Computing. - Marcelo Yannuzzi; Frank van Lingen; Anuj Jain; Oriol Lluch Parellada; Manel Mendoza Flores; David Carrera 001; Juan Luis Pérez; Diego Montero; Pablo Chacin; Angelo Corsaro; Albert Olive (IEEE Internet Comput., 2017)

ALOJA: A Framework for Benchmarking and Predictive Analytics in Hadoop Deployments. - Josep Lluis Berral; Nicolás Poggi; David Carrera 001; Aaron Call; Rob Reinauer; Daron Green (IEEE Trans. Emerg. Top. Comput., 2017)

Performance Characterization of Spark Workloads on Shared NUMA Systems. - Shuja-ur-Rehman Baig; Marcelo Amaral; Jorda Polo; David Carrera 001 (BigDataService, 2018)

Next Stop "NoOps": Enabling Cross-System Diagnostics Through Graph-Based Composition of Logs and Metrics. - Michal Zasadzinski; Marc Solé; Álvaro Brandón; Victor Muntés-Mulero; David Carrera 001 (CLUSTER, 2018)

Disaggregating Non-Volatile Memory for Throughput-Oriented Genomics Workloads. - Aaron Call; Jordà Polo; David Carrera 001; Francesc Guim 001; Sujoy Sen (Euro-Par Workshops, 2018)

Multi-tenant Pub/Sub Processing for Real-Time Data Streams. - Álvaro Villalba; David Carrera 001 (Euro-Par Workshops, 2018)

Early Termination of Failed HPC Jobs Through Machine and Deep Learning. - Michal Zasadzinski; Victor Muntés-Mulero; Marc Solé; David Carrera 001; Thomas Ludwig 002 (Euro-Par, 2018)

Keynote speech 2: City of Barcelona's deployment of fog computing for improved citizen and city services. - David Carrera 001 (FMEC, 2018)

City of Barcelona's deployment of fog computing for improved citizen and city services. - David Carrera 001 (SDS, 2018)

A resilient and distributed near real-time traffic forecasting application for Fog computing environments. - Juan Luis Pérez; Alberto Gutierrez-Torre; Josep Lluis Berral; David Carrera 001 (Future Gener. Comput. Syst., 2018)

Automatic Generation of Workload Profiles Using Unsupervised Learning Pipelines. - David Buchaca Prats; Josep Lluis Berral; David Carrera 001 (IEEE Trans. Netw. Serv. Manag., 2018)

Constant- Time Approximate Sliding Window Framework with Error Control. - Álvaro Villalba; David Carrera 001 (ISORC, 2019)

Benchmarking Elastic Cloud Big Data Services Under SLA Constraints. - Nicolás Poggi; Víctor Cuevas-Vicenttín; Josep Lluis Berral; Thomas Fenech; Gonzalo Gómez; Davide Brini; Alejandro Montero; David Carrera 001; Umar Farooq Minhas; José A. Blakeley; Donald Kossmann; Raghu Ramakrishnan 001; et al. (TPCTC, 2019)

Considerations in using OpenCL on GPUs and FPGAs for throughput-oriented genomics workloads. - Nicola Cadenelli; Zoran Jaksic; Jordà Polo; David Carrera 001 (Future Gener. Comput. Syst., 2019)

Real-Time Data Center's Telemetry Reduction and Reconstruction Using Markov Chain Models. - Shuja-ur-Rehman Baig; Waheed Iqbal; Josep Lluis Berral; Abdelkarim Erradi; David Carrera 001 (IEEE Syst. J., 2019)

Adaptive Prediction Models for Data Center Resources Utilization Estimation. - Shuja Ur Rehman Baig; Waheed Iqbal; Josep Lluis Berral; Abdelkarim Erradi; David Carrera 001 (IEEE Trans. Netw. Serv. Manag., 2019)

Guest Editorial: Special Issue on Novel Techniques in Big Data Analytics for Management. - David Carrera 001; Giuliano Casale; Takeru Inoue; Hanan Lutfiyya; Jia Wang; Nur Zincir-Heywood (IEEE Trans. Netw. Serv. Manag., 2019)

Constant-Time Sliding Window Framework with Reduced Memory Footprint and Efficient Bulk Evictions. - Álvaro Villalba; Josep Lluis Berral; David Carrera 001 (IEEE Trans. Parallel Distributed Syst., 2019)

Sequence-to-sequence models for workload interference. - David Buchaca Prats; Joan Marcual; Josep Lluís Berral; David Carrera 001 (CoRR, 2020)

Improving maritime traffic emission estimations on missing data with CRBMs. - Alberto Gutierrez-Torre; Josep Lluís Berral; David Buchaca Prats; Marc Guevara; Albert Soret; David Carrera 001 (Eng. Appl. Artif. Intell., 2020)

Adaptive sliding windows for improved estimation of data center resource utilization. - Shuja-ur-Rehman Baig; Waheed Iqbal; Josep Lluis Berral; David Carrera 001 (Future Gener. Comput. Syst., 2020)

A highly parameterizable framework for Conditional Restricted Boltzmann Machine based workloads accelerated with FPGAs and OpenCL. - Zoran Jaksic; Nicola Cadenelli; David Buchaca Prats; Jordà Polo; Josep Lluis Berral; David Carrera 001 (Future Gener. Comput. Syst., 2020)

Sequence-to-sequence models for workload interference prediction on batch processing datacenters. - David Buchaca Prats; Joan Marcual; Josep Lluis Berral; David Carrera 001 (Future Gener. Comput. Syst., 2020)

Guest Editorial: Special Section on Data Analytics and Machine Learning for Network and Service Management-Part I. - Nur Zincir-Heywood; Giuliano Casale; David Carrera 001; Lydia Y. Chen; Amogh Dhamdhere; Takeru Inoue; Hanan Lutfiyya; Taghrid Samak (IEEE Trans. Netw. Serv. Manag., 2020)

Performance Evaluation of Data-Centric Workloads in Serverless Environments. - Anna Maria Nestorov; Jordà Polo; Claudia Misale; David Carrera 001; Alaa Youssef (CLOUD, 2021)

Large-Scale Video Analytics Through Object-Level Consolidation. - Daniel Rivas-Barragan; Francesc Guim 001; Jordà Polo; Josep Lluís Berral; David Carrera 001 (SmartCity360°, 2021)

Towards Unsupervised Fine-Tuning for Edge Video Analytics. - Daniel Rivas-Barragan; Francesc Guim 001; Jordà Polo; Josep Lluis Berral; Pubudu Madhawa Silva; David Carrera 001 (CoRR, 2021)

Large-Scale Video Analytics through Object-Level Consolidation. - Daniel Rivas-Barragan; Francesc Guim 001; Jordà Polo; David Carrera 001 (CoRR, 2021)

DRMaestro: orchestrating disaggregated resources on virtualized data-centers. - Marcelo Amaral; Jordà Polo; David Carrera 001; Nelson M. Gonzalez; Chih-Chieh Yang; Alessandro Morari; Bruce D'Amora; Alaa Youssef; Malgorzata Steinder (J. Cloud Comput., 2021)

Guest Editorial: Special Issue on Data Analytics and Machine Learning for Network and Service Management - Part II. - Nur Zincir-Heywood; Giuliano Casale; David Carrera 001; Lydia Y. Chen; Amogh Dhamdhere; Takeru Inoue; Hanan Lutfiyya; Taghrid Samak (IEEE Trans. Netw. Serv. Manag., 2021)

Standardization Initiatives and Market Approaches in Edge Federation. - Monika Valdez; David Carrera 001; Angelos Antonopoulos 001 (CSCN, 2022)

Floki: a proactive data forwarding system for direct inter-function communication for serverless workflows. - Anna Maria Nestorov; Josep Lluís Berral; Claudia Misale; Chen Wang 039; David Carrera 001; Alaa Youssef (WOC@Middleware, 2022)

Towards automatic model specialization for edge video analytics. - Daniel Rivas-Barragan; Francesc Guim 001; Jordà Polo; Pubudu Madhawa Silva; Josep Lluís Berral; David Carrera 001 (Future Gener. Comput. Syst., 2022)

Automatic Distributed Deep Learning Using Resource-Constrained Edge Devices. - Alberto Gutierrez-Torre; Kiyana Bahadori; Shuja Ur Rehman Baig; Waheed Iqbal; Tullio Vardanega; Josep Lluís Berral; David Carrera 001 (IEEE Internet Things J., 2022)

Workload-Aware Placement Strategies to Leverage Disaggregated Resources in the Datacenter. - Aaron Call; Jordà Polo; David Carrera 001 (IEEE Syst. J., 2022)

Autonomous Lifecycle Management for Resource-Efficient Workload Orchestration for Green Edge Computing. - Francesc Guim 001; Thijs Metsch; Hassnaa Moustafa; Timothy Verrall; David Carrera 001; Nicola Cadenelli; Jiang Chen; David Doria; Chadie Ghadie; Raül González Prats (IEEE Trans. Green Commun. Netw., 2022)

Burst-Aware Predictive Autoscaling for Containerized Microservices. - Muhammad Abdullah 004; Waheed Iqbal; Josep Lluis Berral; Jorda Polo; David Carrera 001 (IEEE Trans. Serv. Comput., 2022)

Performance characterization of video analytics workloads in heterogeneous edge infrastructures. - Daniel Rivas-Barragan; Francesc Guim 001; Jordà Polo; David Carrera 001 (Concurr. Comput. Pract. Exp., 2023)

Dexter: A Performance-Cost Efficient Resource Allocation Manager for Serverless Data Analytics. - Anna Maria Nestorov; Diego Marrón; Alberto Gutierrez-Torre; Chen Wang 039; Claudia Misale; Alaa Youssef; David Carrera 001; Josep Lluís Berral (Middleware, 2024)