Reza Akbarinia

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

kNN matrix profile for knowledge discovery from time series.

[BibT_eX]

[DOI]

Tanmoy Mondal

Data Min. Knowl. Discov., May, 2023

Variable-Size Segmentation for Time Series Representation.

[BibT_eX]

[DOI]

Lamia Djebour

Raphael de Freitas Saldanha

Trans. Large Scale Data Knowl. Centered Syst., 2023

Life Science Workflow Services (LifeSWS): Motivations and Architecture.

[BibT_eX]

[DOI]

Trans. Large Scale Data Knowl. Centered Syst., 2023

SoftED: Metrics for Soft Evaluation of Time Series Event Detection.

[BibT_eX]

[DOI]

Jonathan M. Garibaldi

Fábio Porto

Eduardo S. Ogasawara

CoRR, 2023

Subset Modelling: A Domain Partitioning Strategy for Data-efficient Machine-Learning.

[BibT_eX]

[DOI]

Vítor Ribeiro

Eduardo H. M. Pena

Proceedings of the 38th Brazilian Symposium on Databases, 2023

2022

Variable size segmentation for efficient representation and querying of non-uniform time series datasets.

[BibT_eX]

[DOI]

Lamia Djebour

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Parallel Techniques for Variable Size Segmentation of Time Series Datasets.

[BibT_eX]

[DOI]

Lamia Djebour

Proceedings of the Advances in Databases and Information Systems, 2022

2021

Anomaly Detection in Time Series.

[BibT_eX]

[DOI]

Heraldo Borges

Trans. Large Scale Data Knowl. Centered Syst., 2021

BestNeighbor: efficient evaluation of kNN queries on large time series databases.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2021

Efficient Incremental Computation of Aggregations over Sliding Windows.

[BibT_eX]

[DOI]

Chao Zhang

Farouk Toumani

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Massively Distributed Time Series Indexing and Querying.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

2019

Privacy-Preserving Top-k Query Processing in Distributed Systems.

[BibT_eX]

[DOI]

Sakina Mahboubi

Trans. Large Scale Data Knowl. Centered Syst., 2019

Efficient Matrix Profile Computation Using Different Distance Functions.

[BibT_eX]

[DOI]

Bertrand Cloez

CoRR, 2019

Querying Key-Value Stores Under Single-Key Constraints: Rewriting and Parallelization.

[BibT_eX]

[DOI]

Olivier Rodriguez

Federico Ulliana

Proceedings of the Rules and Reasoning - Third International Joint Conference, 2019

Distributed Algorithms to Find Similar Time Series.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Pipelined Implementation of a Parallel Streaming Method for Time Series Correlation Discovery on Sliding Windows.

[BibT_eX]

[DOI]

Boyan Kolev

Ricardo Jiménez-Peris

Proceedings of the 8th International Conference on Data Science, 2019

Parallel Streaming Implementation of Online Time Series Correlation Discovery on Sliding Windows with Regression Capabilities.

[BibT_eX]

[DOI]

Boyan Kolev

Ricardo Jiménez-Peris

Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019

Parallel Techniques for Big Data Analytics.

[BibT_eX]

[DOI]

, 2019

2018

ParCorr: efficient parallel methods to identify similar time series pairs across sliding windows.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2018

Scientific Data Analysis Using Data-Intensive Scalable Computing: The SciDISC Project.

[BibT_eX]

[DOI]

Proceedings of the Latin America Data Science Workshop co-located with 44th International Conference on Very Large Data Bases (VLDB 2018), 2018

Maximally informative k-itemset mining from massively distributed data streams.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Top-k Query Processing over Distributed Sensitive Data.

[BibT_eX]

[DOI]

Sakina Mahboubi

Proceedings of the 22nd International Database Engineering & Applications Symposium, 2018

A Differentially Private Index for Range Query Processing in Clouds.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Answering Top-k Queries over Outsourced Sensitive Data in the Cloud.

[BibT_eX]

[DOI]

Sakina Mahboubi

Proceedings of the Database and Expert Systems Applications, 2018

Spark-parSketch: A Massively Distributed Indexing of Time Series Datasets.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Data placement in massively distributed environments for fast parallel mining of frequent itemsets.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2017

A highly scalable parallel algorithm for maximally informative k-itemset mining.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2017

DPiSAX: Massively Distributed Partitioned iSAX.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

RadiusSketch: Massively Distributed Indexing of Time Series.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

TARDIS: Optimal Execution of Scientific Workflows in Apache Spark.

[BibT_eX]

[DOI]

Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

Massively Distributed Environments and Closed Itemset Mining: The DCIM Approach.

[BibT_eX]

[DOI]

Proceedings of the Advanced Information Systems Engineering, 2017

2016

FP-Hadoop: Efficient processing of skewed MapReduce jobs.

[BibT_eX]

[DOI]

Inf. Syst., 2016

2015

FP-Hadoop: Efficient Execution of Parallel Jobs Over Skewed Data.

[BibT_eX]

[DOI]

Miguel Liroz-Gistau

Proc. VLDB Endow., 2015

Profile Diversity for Query Processing using User Recommendations.

[BibT_eX]

[DOI]

Inf. Syst., 2015

Corrigendum to "Best position algorithms for efficient top-k query processing" [Inf. Syst 36(6) (2011) 973-989].

[BibT_eX]

[DOI]

Inf. Syst., 2015

Optimizing the Data-Process Relationship for Fast Mining of Frequent Itemsets in MapReduce.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015

Aggregation-Aware Compression of Probabilistic Streaming Time Series.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015

Fast Parallel Mining of Maximally Informative k-Itemsets in Big Data.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

A Prime Number Based Approach for Closed Frequent Itemset Mining in Big Data.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2015

Data Partitioning for Fast Mining of Frequent Itemsets in Massively Distributed Environments.

[BibT_eX]

[DOI]

Vinícius Pires de Moura Freire

Proceedings of the Database and Expert Systems Applications, 2015

An Efficient Solution for Processing Skewed MapReduce Jobs.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2015

2014

Entity resolution for probabilistic data.

[BibT_eX]

[DOI]

Inf. Sci., 2014

NACluster: A Non-supervised Clustering Algorithm for Matching Multi Catalogues.

[BibT_eX]

[DOI]

Fábio André Machado Porto

José Antônio Fernandes de Macêdo

Proceedings of the 10th IEEE International Conference on e-Science, 2014

2013

Dynamic Workload-Based Partitioning Algorithms for Continuously Growing Databases.

[BibT_eX]

[DOI]

Trans. Large Scale Data Knowl. Centered Syst., 2013

As-Soon-As-Possible Top-k Query Processing in P2P Systems.

[BibT_eX]

[DOI]

Trans. Large Scale Data Knowl. Centered Syst., 2013

Efficient Evaluation of SUM Queries over Probabilistic Data.

[BibT_eX]

[DOI]

Guillaume Verger

IEEE Trans. Knowl. Data Eng., 2013

Entity resolution for distributed probabilistic data.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2013

On Demand Memory Specialization for Distributed Graph Databases.

[BibT_eX]

[DOI]

Xavier Martinez-Palau

David Dominguez-Sal

Josep Lluís Larriba-Pey

CoRR, 2013

Fast and Exact Mining of Probabilistic Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Data Partitioning for Minimizing Transferred Data in MapReduce.

[BibT_eX]

[DOI]

Proceedings of the Data Management in Cloud, Grid and P2P Systems, 2013

2012

P2P Techniques for Decentralized Applications

[BibT_eX]

[DOI]

Manal El Dick

Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01888-6, 2012

An Uncertain Data Integration System.

[BibT_eX]

[DOI]

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012, 2012

Dynamic Workload-Based Partitioning for Large-Scale Databases.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2012

Pay-As-You-Go Data Integration Using Functional Dependencies.

[BibT_eX]

[DOI]

Proceedings of the Multidisciplinary Research and Practice for Information Systems, 2012

2011

Replication in DHTs Using Dynamic Groups.

[BibT_eX]

[DOI]

Trans. Large Scale Data Knowl. Centered Syst., 2011

Building a peer-to-peer content distribution network with high performance, scalability and robustness.

[BibT_eX]

[DOI]

Inf. Syst., 2011

Best position algorithms for efficient top-k query processing.

[BibT_eX]

[DOI]

Inf. Syst., 2011

Efficient Early Top-k Query Processing in Overloaded P2P Systems.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2011

2010

ASAP Top-k Query Processing in Unstructured P2P Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Tenth International Conference on Peer-to-Peer Computing, 2010

Continuous Timestamping for Efficient Replication Management in DHTs.

[BibT_eX]

[DOI]

Proceedings of the Data Management in Grid and Peer-to-Peer Systmes, 2010

Scalable P2P Reconciliation Infrastructure for Collaborative Text Editing.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Advances in Databases, 2010

2009

DHTJoin: processing continuous join queries using DHT networks.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2009

Reducing Network Traffic in Unstructured P2P Systems Using Top-k Queries

[BibT_eX]

[DOI]

CoRR, 2009

Distributed processing of continuous join queries using DHT networks.

[BibT_eX]

[DOI]

Proceedings of the 2009 EDBT/ICDT Workshops, Saint-Petersburg, Russia, March 22, 2009, 2009

2008

P2P logging and timestamping for reconciliation.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2008

XWiki concerto: a P2P wiki for nomadic workers.

[BibT_eX]

[DOI]

Proceedings of the 2008 International Symposium on Wikis, 2008

P2P logging and timestamping for XWiki.

[BibT_eX]

[DOI]

Proceedings of the 8th international conference on New technologies in distributed systems, 2008

Efficient Processing of Continuous Join Queries Using Distributed Hash Tables.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2008, 2008

2007

Data Management in the APPA System.

[BibT_eX]

[DOI]

Vidal Martins

J. Grid Comput., 2007

Best Position Algorithms for Top-k Queries.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Data currency in replicated DHTs.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Processing Top-k Queries in Distributed Hash Tables.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2007, 2007

Supporting Data Currency in Replicated DHTs using a Key-based Timestamping Service.

[BibT_eX]

Proceedings of the 23èmes Journées Bases de Données Avancées, 2007

2006

Reducing network traffic in unstructured P2P systems using Top-<i>k</i> queries.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2006

Top-k Query Processing in the APPA P2P System.

[BibT_eX]

[DOI]

Proceedings of the High Performance Computing for Computational Science, 2006

Reconciliation in the APPA P2P System.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Parallel and Distributed Systems, 2006

An Efficient Mechanism for Processing Top-k Queries in DHTs.

[BibT_eX]