David Carrera

About David Carrera

David Carrera, With an exceptional h-index of 33 and a recent h-index of 18 (since 2020), a distinguished researcher at Universidad Politécnica de Cataluña, specializes in the field of Distributed Systems, Cloud Computing, Data Analytics, Performance Management.

His recent articles reflect a diverse array of research interests and contributions to the field:

Performance characterization of video analytics workloads in heterogeneous edge infrastructures

Floki: a proactive data forwarding system for direct inter-function communication for serverless workflows

Towards automatic model specialization for edge video analytics

Author Correction: Clustering and graph mining techniques for classification of complex structural variations in cancer genomes

Clustering and graph mining techniques for classification of complex structural variations in cancer genomes

ETP4HPC’s SRA 5 strategic research agenda for High-Performance Computing in Europe 2022: European HPC research priorities 2023-2027

DRMaestro: orchestrating disaggregated resources on virtualized data-centers

Workload-aware placement strategies to leverage disaggregated resources in the datacenter

David Carrera Information

University

Position

(UPC) and Barcelona Supercomputing Center (BSC)

Citations(all)

3975

Citations(since 2020)

1452

Cited By

3191

hIndex(all)

33

hIndex(since 2020)

18

i10Index(all)

66

i10Index(since 2020)

37

Email

University Profile Page

Universidad Politécnica de Cataluña

Google Scholar

View Google Scholar Profile

David Carrera Skills & Research Interests

Distributed Systems

Cloud Computing

Data Analytics

Performance Management

Top articles of David Carrera

Title

Journal

Author(s)

Publication Date

Performance characterization of video analytics workloads in heterogeneous edge infrastructures

Concurrency and Computation: Practice and Experience

Daniel Rivas

Francesc Guim

Jorda Polo

David Carrera

2023/6/25

Floki: a proactive data forwarding system for direct inter-function communication for serverless workflows

Anna Maria Nestorov

Josep Lluís Berral

Claudia Misale

Chen Wang

David Carrera

...

2022/11/7

Towards automatic model specialization for edge video analytics

Future Generation Computer Systems

Daniel Rivas

Francesc Guim

Jordà Polo

Pubudu M Silva

Josep Ll Berral

...

2022/9/1

Author Correction: Clustering and graph mining techniques for classification of complex structural variations in cancer genomes

Scientific Reports

Gonzalo Gomez-Sanchez

Luisa Delgado-Serrano

David Carrera

David Torrents

Josep Ll Berral

2022/4/4

Clustering and graph mining techniques for classification of complex structural variations in cancer genomes

Scientific reports

Gonzalo Gomez-Sanchez

Luisa Delgado-Serrano

David Carrera

David Torrents

Josep Ll Berral

2022/2/28

ETP4HPC’s SRA 5 strategic research agenda for High-Performance Computing in Europe 2022: European HPC research priorities 2023-2027

Paul Matthew Carpenter

Marc Casas Guix

Osman Sabri Unsal

Petar Radojkovic

Xavier Martorell Bofill

...

2022

DRMaestro: orchestrating disaggregated resources on virtualized data-centers

Journal of cloud computing

Marcelo Amaral

Jordà Polo

David Carrera

Nelson Gonzalez

Chih-Chieh Yang

...

2021/12

Workload-aware placement strategies to leverage disaggregated resources in the datacenter

IEEE Systems Journal

Aaron Call

Jordà Polo

David Carrera

2021/7/7

Enabling Genomics Pipelines in Commodity Personal Computers With Flash Storage

Frontiers in genetics

Nicola Cadenelli

Sang-Woo Jun

Jorda Polo

Andrew Wright

David Carrera

...

2021/4/29

Large-scale video analytics through object-level consolidation

Daniel Rivas

Francesc Guim

Jordà Polo

Josep Ll Berral

David Carrera

2021/11/24

Guest editorial: Special issue on data analytics and machine learning for network and service management—Part II

IEEE Transactions on Network and Service Management

Nur Zincir-Heywood

Giuliano Casale

David Carrera

Lydia Y Chen

Amogh Dhamdhere

...

2021/3/10

Autonomous lifecycle management for resource-efficient workload orchestration for green edge computing

IEEE Transactions on Green Communications and Networking

Francesc Guim

Thijs Metsch

Hassnaa Moustafa

Timothy Verrall

David Carrera

...

2021/11/12

Performance evaluation of data-centric workloads in serverless environments

Anna Maria Nestorov

Jordà Polo

Claudia Misale

David Carrera

Alaa S Youssef

2021/9/5

Automatic distributed deep learning using resource-constrained edge devices

IEEE Internet of Things Journal

Alberto Gutierrez-Torre

Kiyana Bahadori

Waheed Iqbal

Tullio Vardanega

Josep Lluís Berral

...

2021/7/21

Burst-aware predictive autoscaling for containerized microservices

IEEE Transactions on Services Computing

Muhammad Abdullah

Waheed Iqbal

Josep Lluis Berral

Jorda Polo

David Carrera

2020/5/20

A highly parameterizable framework for Conditional Restricted Boltzmann Machine based workloads accelerated with FPGAs and OpenCL

Future Generation Computer Systems

Zoran Jaksic

Nicola Cadenelli

David Buchaca Prats

Jordà Polo

Josep Lluis Berral

...

2020/3

Adaptive sliding windows for improved estimation of data center resource utilization

Future Generation Computer Systems

Waheed Iqbal

Josep Lluis Berral

David Carrera

2020/3/1

Guest Editorial: Special Section on Data Analytics and Machine Learning for Network and Service Management–Part I

IEEE Transactions on Network and Service Management

Nur Zincir-Heywood

Giuliano Casale

David Carrera

Lydia Y Chen

Amogh Dhamdhere

...

2020/12/9

Benchmarking Elastic Cloud Big Data Services Under SLA Constraints

Nicolas Poggi

Víctor Cuevas-Vicenttín

Josep Lluis Berral

Thomas Fenech

Gonzalo Gómez

...

2020

Improving maritime traffic emission estimations on missing data with CRBMs

Engineering Applications of Artificial Intelligence

Alberto Gutierrez-Torre

Josep Ll Berral

David Buchaca

Marc Guevara

Albert Soret

...

2020/9/1

See List of Professors in David Carrera University(Universidad Politécnica de Cataluña)

Co-Authors

H-index: 61
Eduard Ayguade

Eduard Ayguade

Universidad Politécnica de Cataluña

H-index: 51
Jordi Torres

Jordi Torres

Universidad Politécnica de Cataluña

H-index: 35
Matthew N. Dailey

Matthew N. Dailey

Asian Institute of Technology

H-index: 33
Ricard Gavaldà

Ricard Gavaldà

Universidad Politécnica de Cataluña

H-index: 33
Jordi Guitart

Jordi Guitart

Universidad Politécnica de Cataluña

H-index: 28
Marc Gonzalez Tallada

Marc Gonzalez Tallada

Universidad Politécnica de Cataluña

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