Charting a New Horizon of Big and Fast Data Analysis through Integrated Algorithm Design

Información del proyecto

BigFastData

Identificador del acuerdo de subvención: 725561

DOI 10.3030/725561

Proyecto cerrado

Fecha de la firma de la CE 15 Junio 2017

Fecha de inicio 1 Septiembre 2017

Fecha de finalización 31 Diciembre 2023

Financiado con arreglo a

• EXCELLENT SCIENCE - European Research Council (ERC)

Coste total € 2 472 752,00

Aportación de la UE € 2 472 752,00

Coordinado por

ECOLE POLYTECHNIQUE
France

Publicaciones

Conference proceedings (8)

Exathlon: A Benchmark for Explainable Anomaly Detection over Time Series.

Autores: Vincent Jacob, Fei Song, Arnaud Stiegler, Bijan Rad, Yanlei Diao, Nesime Tatbul.
Publicado en: Proceedings VLDB Endowment (PVLDB), Edición 14(11), 2021, Página(s) 2613-2626
Editor: PVLDB

A Demonstration of the Exathlon Benchmarking Platform for Explainable Anomaly Detection.

Autores: Vincent Jacob, Fei Song, Arnaud Stiegler, Bijan Rad, Yanlei Diao, Nesime Tatbul.
Publicado en: Proceedings of VLDB Endowment (PVLDB), Edición 14(12), 2021, Página(s) 2827-2830
Editor: PVLDB
DOI: 10.14778/3476311.3476355

Efficient Exploration of Interesting Aggregates in RDF Graphs.

Autores: Yanlei Diao, Pawel Guzewicz, Ioana Manolescu, Mirjana Mazuran.
Publicado en: Proceedings of the ACM SIGMOD Conference (SIGMOD), 2021, Página(s) 392-404
Editor: ACM

Anomaly Detection and Explanation Discovery on Event Streams

Autores: Fei Song, Boyao Zhou, Quan Sun, Wang Sun, Shiwen Xia, Yanlei Diao
Publicado en: Proceedings of the International Workshop on Real-Time Business Intelligence and Analytics - BIRTE '18, 2018, Página(s) 1-5, ISBN 9781-450366076
Editor: ACM Press
DOI: 10.1145/3242153.3242158

EXAD: A System for Explainable Anomaly Detection on Big Data Traces

Autores: Fei Song, Yanlei Diao, Jesse Read, Arnaud Stiegler, Albert Bifet
Publicado en: 2018 IEEE International Conference on Data Mining Workshops (ICDMW), 2018, Página(s) 1435-1440, ISBN 978-1-5386-9288-2
Editor: IEEE
DOI: 10.1109/icdmw.2018.00204

UDAO: A Next-Generation Unified Data Analytics Optimizer.

Autores: Khaled Zaouk, Fei Song, Chenghao Lyu, Arnab Sinha, Yanlei Diao, Prashant J. Shenoy
Publicado en: Proceedings of Very Large Databases, Edición 12(12), 2019, Página(s) 1934-1937
Editor: VLDB Endowment

Spark-based Cloud Data Analytics using Multi-Objective Optimization.

Autores: Fei Song, Khaled Zaouk, Chenghao Lyu, Arnab Sinha, Qi Fan, Yanlei Diao, Prashant J. Shenoy
Publicado en: Proceedings of the 37th IEEE International Conference on Data Engineering (ICDE), 2021
Editor: IEEE

Explainable anomaly detection on high-dimensional time series data.

Autores: Bijan Rad, Fei Song, Vincent Jacob, Yanlei Diao.
Publicado en: Proceedings of the 15th ACM Intl. Conf. on Distributed and Event-based Systems (DEBS)., 2021, Página(s) 2-14
Editor: ACM

Other (1)

Neural-based Modeling for Performance Tuning of Spark Data Analytics.

Autores: Khaled Zaouk, Fei Song, Chenghao Lyu, Yanlei Diao.
Publicado en: 2021
Editor: Arxiv.org