David Carrera

According to our database1, David Carrera authored at least 83 papers between 2003 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2019
Constant-Time Sliding Window Framework with Reduced Memory Footprint and Efficient Bulk Evictions.
IEEE Trans. Parallel Distrib. Syst., 2019

Deep Learning-Based Framework for In Vivo Identification of Glioblastoma Tumor using Hyperspectral Images of Human Brain.
Sensors, 2019

Considerations in using OpenCL on GPUs and FPGAs for throughput-oriented genomics workloads.
Future Generation Comp. Syst., 2019

In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection.
IEEE Access, 2019

2018
Automatic Generation of Workload Profiles Using Unsupervised Learning Pipelines.
IEEE Trans. Network and Service Management, 2018

A resilient and distributed near real-time traffic forecasting application for Fog computing environments.
Future Generation Comp. Syst., 2018

Next Stop "NoOps": Enabling Cross-System Diagnostics Through Graph-based Composition of Logs and Metrics.
CoRR, 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

Early Termination of Failed HPC Jobs Through Machine and Deep Learning.
Proceedings of the Euro-Par 2018: Parallel Processing, 2018

Multi-tenant Pub/Sub Processing for Real-Time Data Streams.
Proceedings of the Euro-Par 2018: Parallel Processing Workshops, 2018

Disaggregating Non-Volatile Memory for Throughput-Oriented Genomics Workloads.
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

Performance Characterization of Spark Workloads on Shared NUMA Systems.
Proceedings of the Fourth IEEE International Conference on Big Data Computing Service and Applications, 2018

2017
ALOJA: A Framework for Benchmarking and Predictive Analytics in Hadoop Deployments.
IEEE Trans. Emerging Topics Comput., 2017

A New Era for Cities with Fog Computing.
IEEE Internet Computing, 2017

Accelerating K-mer Frequency Counting with GPU and Non-Volatile Memory.
CoRR, 2017

The Unavoidable Convergence of NFV, 5G, and Fog: A Model-Driven Approach to Bridge Cloud and Edge.
IEEE Communications Magazine, 2017

Characterizing BigBench Queries, Hive, and Spark in Multi-cloud Environments.
Proceedings of the Performance Evaluation and Benchmarking for the Analytics Era, 2017

Topology-aware GPU scheduling for learning workloads in cloud environments.
Proceedings of the International Conference for High Performance Computing, 2017

Accelerating K-mer Frequency Counting with GPU and Non-Volatile Memory.
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

Toward a converged OpenFog and ETSI MANO architecture.
Proceedings of the IEEE Fog World Congress, 2017

2016
Unsupervised Learning of Dynamic Resource Provisioning Policies for Cloud-Hosted Multitier Web Applications.
IEEE Systems Journal, 2016

The state of SQL-on-Hadoop in the cloud.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

2015
Welcome message for the Special issue on: IoT-as-a- Service from the Editors-in-Chief.
EAI Endorsed Trans. Cloud Systems, 2015

ALOJA: A Framework for Benchmarking and Predictive Analytics in Big Data Deployments.
CoRR, 2015

ALOJA-ML: A Framework for Automating Characterization and Knowledge Discovery in Hadoop Deployments.
CoRR, 2015

Performance Evaluation of Microservices Architectures using Containers.
CoRR, 2015

ALOJA: A Benchmarking and Predictive Platform for Big Data Performance Analysis.
Proceedings of the Big Data Benchmarking, 2015

Performance Evaluation of Microservices Architectures Using Containers.
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

Spark deployment and performance evaluation on the MareNostrum supercomputer.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

From performance profiling to predictive analytics while evaluating hadoop cost-efficiency in ALOJA.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

servIoTicy and iServe: A Scalable Platform for Mining the IoT.
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.
Information Systems Frontiers, 2014

The COMPOSE API for the internet of things.
Proceedings of the 23rd International World Wide Web Conference, 2014

Low Cost Quality Aware Multi-tier Application Hosting on the Amazon Cloud.
Proceedings of the 2014 International Conference on Future Internet of Things and Cloud, 2014

Profit-aware cloud resource provisioner for ecommerce.
Proceedings of the 2014 IEEE International Conference on Cluster Computing, 2014

Adaptive MapReduce Scheduling in Shared Environments.
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, 2014

2013
Deadline-Based MapReduce Workload Management.
IEEE Trans. Network and Service Management, 2013

Cross-stratum orchestration and flexgrid optical networks for data center federations.
IEEE Network, 2013

Enabling Distributed Key-Value Stores with Low Latency-Impact Snapshot Support.
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

Business Process Mining from E-Commerce Web Logs.
Proceedings of the Business Process Management - 11th International Conference, 2013

COMPOSE - A Journey from the Internet of Things to the Internet of Services.
Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013

2012
Autonomic Placement of Mixed Batch and Transactional Workloads.
IEEE Trans. Parallel Distrib. Syst., 2012

Energy accounting for shared virtualized environments under DVFS using PMC-based power models.
Future Generation Comp. Syst., 2012

2011
Adaptive resource provisioning for read intensive multi-tier applications in the cloud.
Future Generation Comp. Syst., 2011

Non-intrusive Estimation of QoS Degradation Impact on E-Commerce User Satisfaction.
Proceedings of The Tenth IEEE International Symposium on Networking Computing and Applications, 2011

Resource-Aware Adaptive Scheduling for MapReduce Clusters.
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
Performance-driven task co-scheduling for MapReduce environments.
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

Performance Management of Accelerated MapReduce Workloads in Heterogeneous Clusters.
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

SLA-Driven Dynamic Resource Management for Multi-tier Web Applications in a Cloud.
Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

2009
Batch Job Profiling and Adaptive Profile Enforcement for Virtualized Environments.
Proceedings of the 17th Euromicro International Conference on Parallel, 2009

Speeding Up Distributed MapReduce Applications Using Hardware Accelerators.
Proceedings of the ICPP 2009, 2009

CellMT: A cooperative multithreading library for the Cell/B.E.
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
A hybrid connector for efficient web servers.
IJHPCN, 2008

Dynamic CPU provisioning for self-managed secure web applications in SMP hosting platforms.
Computer Networks, 2008

Utility-based placement of dynamic Web applications with fairness goals.
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

Reducing wasted resources to help achieve green data centers.
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

Managing SLAs of heterogeneous workloads using dynamic application placement.
Proceedings of the 17th International Symposium on High-Performance Distributed Computing (HPDC-17 2008), 2008

2007
Designing an overload control strategy for secure e-commerce applications.
Computer Networks, 2007

Monitoring and Analysis Framework for Grid Middleware.
Proceedings of the 15th Euromicro International Conference on Parallel, 2007

Server virtualization in autonomic management of heterogeneous workloads.
Proceedings of the Integrated Network Management, 2007

2006
Experiences with Simulations - A Light and Fast Model for Secure Web Applications.
Proceedings of the 12th International Conference on Parallel and Distributed Systems, 2006

Monitoring and analysing a Grid Middleware Node.
Proceedings of the 7th IEEE/ACM International Conference on Grid Computing (GRID 2006), 2006

2005
Tuning Dynamic Web Applications using Fine-Grain Analysis.
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

Characterizing Secure Dynamic Web Applications Scalability.
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005

Session-Based Adaptive Overload Control for Secure Dynamic Web Applications.
Proceedings of the 34th International Conference on Parallel Processing (ICPP 2005), 2005

A Hybrid Web Server Architecture for e-Commerce Applications.
Proceedings of the 11th International Conference on Parallel and Distributed Systems, 2005

A Hybrid Web Server Architecture for Secure e-Business Web Applications.
Proceedings of the High Performance Computing and Communications, 2005

2004
Evaluating the Scalability of Java Event-Driven Web Servers.
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


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