David Carrera - Publications, H-index & Citations

David Carrera

universitat politecnica de catalunya

30H指数

126论文数

3.1K被引数

收录论文 25

发表时间

Starfysh integrates spatial transcriptomic and histologic data to reveal heterogeneous tumor-immune hubs Starfysh整合了空间转录组和组织学数据，以揭示异质性肿瘤免疫中心

NATURE BIOTECHNOLOGY

IF41.7

2024-03-21

OAAI

He, Siyu; Jin, Yinuo; Nazaret, Achille; Shi, Lingting; Chen, Xueer; Rampersaud, Sham; Dhillon, Bahawar S.; Valdez, Izabella; Friend, Lauren E.; Fan, Joy Linyue; Park, Cameron Y.; Mintz, Rachel L.; Lao, Yeh-Hsing; Carrera, David; Fang, Kaylee W.; Mehdi, Kaleem; Rohde, Madeline; McFaline-Figueroa, Jose L.; Blei, David; Leong, Kam W.; Rudensky, Alexander Y.; Plitas, George; Azizi, Elham

Towards automatic model specialization for edge video analytics

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2022-09-01

OAAI

Rivas, Daniel; Guim, Francesc; Polo, Jorda; Silva, Pubudu M.; Berral, Josep Ll.; Carrera, David

Automatic Distributed Deep Learning Using Resource-Constrained Edge Devices 使用资源受限的边缘设备进行自动分布式深度学习

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2022-08-15

OAAI

Gutierrez-Torre, Alberto; Bahadori, Kiyana; Baig, Shuja-ur-Rehman; Iqbal, Waheed; Vardanega, Tullio; Berral, Josep Lluis; Carrera, David

Burst-Aware Predictive Autoscaling for Containerized Microservices

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2022-05-01

OAAI

Abdullah, Muhammad; Iqbal, Waheed; Berral, Josep Lluis; Polo, Jorda; Carrera, David

Clustering and graph mining techniques for classification of complex structural variations in cancer genomes (vol 12, 3244, 2022)

SCIENTIFIC REPORTS

IF3.9

2022-04-04

OAAI

Gomez-Sanchez, Gonzalo; Delgado-Serrano, Luisa; Carrera, David; Torrents, David; Berral, Josep Ll.

Autonomous Lifecycle Management for Resource-Efficient Workload Orchestration for Green Edge Computing

IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING

IF6.7

2022-03-01

PREAI

Guim, Francesc; Metsch, Thijs; Moustafa, Hassnaa; Verrall, Timothy; Carrera, David; Cadenelli, Nicola; Chen, Jiang; Doria, David; Ghadie, Chadie; Prats, Raul Gonzalez

Workload-Aware Placement Strategies to Leverage Disaggregated Resources in the Datacenter

ieee open journal of circuits and systems

IF4.4

2022-03-01

OAAI

Call, Aaron; Polo, Jorda; Carrera, David

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

SCIENTIFIC REPORTS

IF3.9

2022-02-28

OAAI

Gomez-Sanchez, Gonzalo; Delgado-Serrano, Luisa; Carrera, David; Torrents, David; Berral, Josep Ll

DRMaestro: orchestrating disaggregated resources on virtualized data-centers DRMaestro: 在虚拟化数据中心上编排分类资源

JOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS

IF4.3

2021-03-06

OAAI

Amaral, Marcelo; Polo, Jorda; Carrera, David; Gonzalez, Nelson; Yang, Chih-Chieh; Morari, Alessandro; D'Amora, Bruce; Youssef, Alaa; Steinder, Malgorzata

Sequence-to-sequence models for workload interference prediction on batch processing datacenters

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2020-09-01

OAAI

Buchaca, David; Marcual, Joan; LLuis Berral, Josep; Carrera, David

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

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2020-03-01

OAAI

Jaksic, Zoran; Cadenelli, Nicola; Buchaca Prats, David; Polo, Jorda; Berral Garcia, Josep Lluis; Carrera Perez, David

Adaptive sliding windows for improved estimation of data center resource utilization

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2020-03-01

OAAI

Baig, Shuja-ur-Rehman; Iqbal, Waheed; Lluis Berral, Josep; Carrera, David

Real-Time Data Center's Telemetry Reduction and Reconstruction Using Markov Chain Models

ieee open journal of circuits and systems

IF4.4

2019-12-01

OAAI

Baig, Shuja-ur-Rehman; Iqbal, Waheed; Berral, Josep Lluis; Erradi, Abdelkarim; Carrera, David

Considerations in using OpenCL on GPUs and FPGAs for throughput-oriented genomics workloads

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2019-05-01

OAAI

Cadenelli, Nicola; Jaksic, Zoran; Polo, Jorda; Carrera, David

Constant-Time Sliding Window Framework with Reduced Memory Footprint and Efficient Bulk Evictions

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2019-03-01

OAAI

Villalba, Alvaro; Lluis Berral, Josep; Carrera, David

A resilient and distributed near real-time traffic forecasting application for Fog computing environments

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2018-10-01

OAAI

Luis Perez, Juan; Gutierrez-Torre, Alberto; Berral, Josep Ll.; Carrera, David

ALOJA: A Frame work for Benchmarking and Predictive Analytics in Hadoop Deployments

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING

IF5.4

2017-10-01

OAAI

Berral, Josep Lluis; Poggi, Nicolas; Carrera, David; Call, Aaron; Reinauer, Rob; Green, Daron

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

IEEE COMMUNICATIONS MAGAZINE

IF8.2

2017-08-01

OAAI

van Lingen, Frank; Yannuzzi, Marcelo; Jain, Anuj; Irons-Mclean, Rik; Lluch, Oriol; Carrera, David; Luis Perez, Juan; Gutierrez, Alberto; Montero, Diego; Marti, Josep; Maso, Ricard; Pedro Rodriguez, Juan

A New Era for Cities with Fog Computing

IEEE INTERNET COMPUTING

IF4.4

2017-03-01

OAAI

Yannuzzi, Marcelo; van Lingen, Frank; Jain, Anuj; Parellada, Oriol Lluch; Flores, Manel Mendoza; Carrera, David; Perez, Juan Luis; Montero, Diego; Chacin, Pablo; Corsaro, Angelo; Olive, Albert

Unsupervised Learning of Dynamic Resource Provisioning Policies for Cloud-Hosted Multitier Web Applications

ieee open journal of circuits and systems

IF4.4

2016-12-01

PREAI

Iqbal, Waheed; Dailey, Mathew N.; Carrera, David

研究方向