Holistic Integration of Emerging Supercomputing Technologies

Informazioni relative al progetto

Hi-EST

ID dell’accordo di sovvenzione: 639595

DOI

10.3030/639595

Progetto chiuso

Data della firma CE 20 Febbraio 2015

Data di avvio 1 Maggio 2015

Data di completamento 30 Aprile 2020

Finanziato da

• EXCELLENT SCIENCE - European Research Council (ERC)

Costo totale

€ 1 467 783,00

Contributo UE

€ 1 467 783,00

Coordinato da

BARCELONA SUPERCOMPUTING CENTER CENTRO NACIONAL DE SUPERCOMPUTACION
Spain

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Pubblicazioni

Peer reviewed articles (11)

Improving maritime traffic emission estimations on missing data with CRBMs

Autori: Alberto Gutierrez-Torre, Josep Ll. Berral, David Buchaca, Marc Guevara, Albert Soret, David Carrera
Pubblicato in: Engineering Applications of Artificial Intelligence, Numero 94, 2020, Pagina/e 103793, ISSN 0952-1976
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.engappai.2020.103793

ALOJA: A Framework for Benchmarking and Predictive Analytics in Hadoop Deployments

Autori: Josep Lluis Berral, Nicolas Poggi, David Carrera, Aaron Call, Rob Reinauer, Daron Green
Pubblicato in: IEEE Transactions on Emerging Topics in Computing, Numero 5/4, 2017, Pagina/e 480-493, ISSN 2168-6750
Editore: IEEE Computer Society
DOI: 10.1109/TETC.2015.2496504

Automatic Generation of Workload Profiles using Unsupervised Learning Pipelines

Autori: David Buchaca Prats, Josep Lluis Berral, David Carrera
Pubblicato in: IEEE Transactions on Network and Service Management, Numero 4, 2018, Pagina/e 1-1, ISSN 1932-4537
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TNSM.2017.2786047

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

Autori: Juan Luis Pérez, Alberto Gutierrez-Torre, Josep Ll. Berral, David Carrera
Pubblicato in: Future Generation Computer Systems, Numero 87, 2018, Pagina/e 198-212, ISSN 0167-739X
Editore: Elsevier BV
DOI: 10.1016/j.future.2018.05.013

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

Autori: Nicola Cadenelli, Zoran Jaks̆ić, Jordà Polo, David Carrera
Pubblicato in: Future Generation Computer Systems, Numero 94, 2019, Pagina/e 148-159, ISSN 0167-739X
Editore: Elsevier BV
DOI: 10.1016/j.future.2018.11.028

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

Autori: Shuja-ur-Rehman Baig, Waheed Iqbal, Josep Lluis Berral, Abdelkarim Erradi, David Carrera
Pubblicato in: IEEE Systems Journal, Numero 13/4, 2019, Pagina/e 4039-4050, ISSN 1932-8184
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsyst.2019.2918430

Adaptive Prediction Models for Data Center Resources Utilization Estimation

Autori: Shuja-Ur-Rehman Baig, Waheed Iqbal, Josep Lluis Berral, Abdelkarim Erradi, David Carrera
Pubblicato in: IEEE Transactions on Network and Service Management, Numero 16/4, 2019, Pagina/e 1681-1693, ISSN 1932-4537
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tnsm.2019.2932840

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

Autori: Alvaro Villalba, Josep Lluis Berral, David Carrera
Pubblicato in: IEEE Transactions on Parallel and Distributed Systems, Numero 30/3, 2019, Pagina/e 486-500, ISSN 1045-9219
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TPDS.2018.2868960

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

Autori: Zoran Jakšić, Nicola Cadenelli, David Buchaca Prats, Jordà Polo, Josep Lluís Berral Garcia, David Carrera Perez
Pubblicato in: Future Generation Computer Systems, Numero 104, 2020, Pagina/e 201-211, ISSN 0167-739X
Editore: Elsevier BV
DOI: 10.1016/j.future.2019.10.025

Adaptive sliding windows for improved estimation of data center resource utilization

Autori: Shuja-ur-Rehman Baig, Waheed Iqbal, Josep Lluis Berral, David Carrera
Pubblicato in: Future Generation Computer Systems, Numero 104, 2020, Pagina/e 212-224, ISSN 0167-739X
Editore: Elsevier BV
DOI: 10.1016/j.future.2019.10.026

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

Autori: David Buchaca, Joan Marcual, Josep LLuis Berral, David Carrera
Pubblicato in: Future Generation Computer Systems, Numero 110, 2020, Pagina/e 155-166, ISSN 0167-739X
Editore: Elsevier BV
DOI: 10.1016/j.future.2020.03.058

Conference proceedings (10)

Topology-aware GPU scheduling for learning workloads in cloud environments

Autori: Marcelo Amaral, Jordà Polo, David Carrera, Seetharami Seelam, Malgorzata Steinder
Pubblicato in: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis on - SC '17, Numero 1, 2017, Pagina/e 1-12, ISBN 9781450351140
Editore: ACM Press
DOI: 10.1145/3126908.3126933

The state of SQL-on-Hadoop in the cloud

Autori: Nicolas Poggi, Josep Ll. Berral, Thomas Fenech, David Carrera, Jose Blakeley, Umar Farooq Minhas, Nikola Vujic
Pubblicato in: 2016 IEEE International Conference on Big Data (Big Data), Numero 1, 2016, Pagina/e 1432-1443, ISBN 978-1-4673-9005-7
Editore: IEEE
DOI: 10.1109/BigData.2016.7840751

A quick view on current techniques and machine learning algorithms for big data analytics

Autori: Josep Lluis Berral-Garcia
Pubblicato in: 2016 18th International Conference on Transparent Optical Networks (ICTON), Numero 1, 2016, Pagina/e 1-4, ISBN 978-1-5090-1467-5
Editore: IEEE
DOI: 10.1109/ICTON.2016.7550517

Database Integrated Analytics Using R: Initial Experiences with SQL-Server + R

Autori: Josep Ll. Berral, Nicolas Poggi
Pubblicato in: 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW), Numero 1, 2016, Pagina/e 1-7, ISBN 978-1-5090-5910-2
Editore: IEEE
DOI: 10.1109/ICDMW.2016.0009

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

Autori: Nicola Cadenelli, Jorda Polo, David Carrera
Pubblicato in: 2017 IEEE 19th International Conference on High Performance Computing and Communications; IEEE 15th International Conference on Smart City; IEEE 3rd International Conference on Data Science and Systems (HPCC/SmartCity/DSS), Numero 1, 2017, Pagina/e 434-441, ISBN 978-1-5386-2588-0
Editore: IEEE
DOI: 10.1109/HPCC-SmartCity-DSS.2017.57

Characterizing BigBench Queries, Hive, and Spark in Multi-cloud Environments

Autori: Nicolas Poggi, Alejandro Montero, David Carrera
Pubblicato in: Technology Conference on Performance Evaluation and Benchmarking (TPCTC 2017), Numero 1, 2017, Pagina/e 55-74, ISBN 978-3-319-72400-3
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-72401-0_5

Performance Evaluation of Microservices Architectures Using Containers

Autori: Marcelo Amaral, Jorda Polo, David Carrera, Iqbal Mohomed, Merve Unuvar, Malgorzata Steinder
Pubblicato in: 2015 IEEE 14th International Symposium on Network Computing and Applications, Numero 1, 2015, Pagina/e 27-34, ISBN 978-1-5090-1849-9
Editore: IEEE
DOI: 10.1109/NCA.2015.49

ALOJA-ML - A Framework for Automating Characterization and Knowledge Discovery in Hadoop Deployments

Autori: Josep Lluís Berral, Nicolas Poggi, David Carrera, Aaron Call, Rob Reinauer, Daron Green
Pubblicato in: Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '15, Numero 1, 2015, Pagina/e 1701-1710, ISBN 9781-450336642
Editore: ACM Press
DOI: 10.1145/2783258.2788600

Performance Characterization of Spark Workloads on Shared NUMA Systems

Autori: Shuja-ur-Rehman Baig, Marcelo Amaral, Jorda Polo, David Carrera
Pubblicato in: 2018 IEEE Fourth International Conference on Big Data Computing Service and Applications (BigDataService), Numero yearly, 2018, Pagina/e 41-48, ISBN 978-1-5386-5119-3
Editore: IEEE
DOI: 10.1109/BigDataService.2018.00015

Constant- Time Approximate Sliding Window Framework with Error Control

Autori: Alvaro Villalba, David Carrera
Pubblicato in: 2019 IEEE 22nd International Symposium on Real-Time Distributed Computing (ISORC), Numero yearly, 2019, Pagina/e 99-107, ISBN 978-1-7281-0151-4
Editore: IEEE
DOI: 10.1109/ISORC.2019.00031

Book chapters (2)

Disaggregating Non-Volatile Memory for Throughput-Oriented Genomics Workloads

Autori: Aaron Call, Jordà Polo, David Carrera, Francesc Guim, Sujoy Sen
Pubblicato in: Euro-Par 2018: Parallel Processing Workshops - Euro-Par 2018 International Workshops, Turin, Italy, August 27-28, 2018, Revised Selected Papers, Numero 11339, 2019, Pagina/e 613-625, ISBN 978-3-030-10548-8
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-10549-5_48

Multi-tenant Pub/Sub Processing for Real-Time Data Streams

Autori: Álvaro Villalba, David Carrera
Pubblicato in: Euro-Par 2018: Parallel Processing Workshops - Euro-Par 2018 International Workshops, Turin, Italy, August 27-28, 2018, Revised Selected Papers, Numero 11339, 2019, Pagina/e 251-262, ISBN 978-3-030-10548-8
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-10549-5_20

Diritti di proprietà intellettuale

Patent (3)

FOG COMPUTING SYSTEMS AND METHODS

Numero candidatura/pubblicazione: 20 18068367
Data: 2018-07-06
Candidato/i: BARCELONA SUPERCOMPUTING CENTER CENTRO NACIONAL DE SUPERCOMPUTACION

A COMPUTER-IMPLEMENTED AND REFERENCE-FREE METHOD FOR IDENTIFYING VARIANTS IN NUCLEIC ACID SEQUENCES

Numero candidatura/pubblicazione: 17 714441
Data: 2017-03-30
Candidato/i: BARCELONA SUPERCOMPUTING CENTER CENTRO NACIONAL DE SUPERCOMPUTACION

DISTRIBUTED DATA STRUCTURES FOR SLIDING WINDOW AGGREGATION OR SIMILAR APPLICATIONS

Numero candidatura/pubblicazione: 20 17063054
Data: 2017-05-30
Candidato/i: BARCELONA SUPERCOMPUTING CENTER CENTRO NACIONAL DE SUPERCOMPUTACION