Reza Akbarinia

86 papers A* 5A 4B 3C 4Misc 2Journal 32Unranked 32
YearRankTypeTitle / Venue / Authors
2025 A conf
ClimBurst: A Dynamic Visualization Tool to Display Climatological Anomalies over Time and Space.
CIKM
Guillaume Coulaud, Benoit Lange, Dennis Shasha, Audrey Brouillet, Reza Akbarinia, Florent Masseglia
2025 — conf
Energy Efficient Time Series Anomaly Detection.
ICECET
Rebecca Salles, Benoit Lange, Reza Akbarinia, Florent Masseglia, Esther Pacitti
2025 J jnl
Scalable and accurate online multivariate anomaly detection.
Inf. Syst.
Rebecca Salles, Benoit Lange, Reza Akbarinia, Florent Masseglia, Eduardo S. Ogasawara, Esther Pacitti
2024 A conf
A One-Health Platform for Antimicrobial Resistance Data Analytics.
CIKM
Benoit Lange, Reza Akbarinia, Florent Masseglia
2024 J jnl
SoftED: Metrics for soft evaluation of time series event detection.
Comput. Ind. Eng.
Rebecca Salles, Janio Lima, Michel Reis, Rafaelli Coutinho, Esther Pacitti, Florent Masseglia, Reza Akbarinia, Chao Chen, Jonathan M. Garibaldi, Fábio Porto, Eduardo S. Ogasawara
2024 — conf
Subset Models for Multivariate Time Series Forecast.
ICDEW
Raphael de Freitas Saldanha, Víctor Ribeiro, Eduardo H. M. Pena, Marcel Pedroso, Reza Akbarinia, Patrick Valduriez, Fábio Porto
2024 — ed.
Transactions on Large-Scale Data- and Knowledge-Centered Systems LVI - Special Issue on Data Management - Principles, Technologies, and Applications
Trans. Large-Scale Data- and Knowledge-Centered Systems
Abdelkader Hameurlain, A Min Tjoa, Reza Akbarinia, Angela Bonifati
2023 J jnl
Life Science Workflow Services (LifeSWS): Motivations and Architecture.
Trans. Large Scale Data Knowl. Centered Syst.
Reza Akbarinia, Christophe Botella, Alexis Joly, Florent Masseglia, Marta Mattoso, Eduardo S. Ogasawara, Daniel de Oliveira, Esther Pacitti, Fábio Porto, Christophe Pradal, Dennis E. Shasha, Patrick Valduriez
2023 J jnl
SoftED: Metrics for Soft Evaluation of Time Series Event Detection.
CoRR
Rebecca Salles, Janio Lima, Rafaelli Coutinho, Esther Pacitti, Florent Masseglia, Reza Akbarinia, Chao Chen, Jonathan M. Garibaldi, Fábio Porto, Eduardo S. Ogasawara
2023 — conf
Subset Modelling: A Domain Partitioning Strategy for Data-efficient Machine-Learning.
SBBD
Vítor Ribeiro, Eduardo H. M. Pena, Raphael de Freitas Saldanha, Reza Akbarinia, Patrick Valduriez, Falaah Arif Khan, Julia Stoyanovich, Fábio Porto
2023 J jnl
Variable-Size Segmentation for Time Series Representation.
Trans. Large Scale Data Knowl. Centered Syst.
Lamia Djebour, Reza Akbarinia, Florent Masseglia
2023 J jnl
kNN matrix profile for knowledge discovery from time series.
Data Min. Knowl. Discov.
Tanmoy Mondal, Reza Akbarinia, Florent Masseglia
2022 C conf
Parallel Techniques for Variable Size Segmentation of Time Series Datasets.
ADBIS
Lamia Djebour, Reza Akbarinia, Florent Masseglia
2022 Misc conf
Variable size segmentation for efficient representation and querying of non-uniform time series datasets.
SAC
Lamia Djebour, Reza Akbarinia, Florent Masseglia
2021 J jnl
Anomaly Detection in Time Series.
Trans. Large Scale Data Knowl. Centered Syst.
Heraldo Borges, Reza Akbarinia, Florent Masseglia
2021 J jnl
BestNeighbor: efficient evaluation of kNN queries on large time series databases.
Knowl. Inf. Syst.
Oleksandra Levchenko, Boyan Kolev, Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Themis Palpanas, Dennis E. Shasha, Patrick Valduriez
2021 A* conf
Efficient Incremental Computation of Aggregations over Sliding Windows.
KDD
Chao Zhang, Reza Akbarinia, Farouk Toumani
2020 J jnl
Massively Distributed Time Series Indexing and Querying.
IEEE Trans. Knowl. Data Eng.
Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Themis Palpanas
2019 — conf
Distributed Algorithms to Find Similar Time Series.
ECML/PKDD (3)
Oleksandra Levchenko, Boyan Kolev, Djamel Edine Yagoubi, Dennis E. Shasha, Themis Palpanas, Patrick Valduriez, Reza Akbarinia, Florent Masseglia
2019 J jnl
Efficient Matrix Profile Computation Using Different Distance Functions.
CoRR
Reza Akbarinia, Bertrand Cloez
2019 C conf
Parallel Streaming Implementation of Online Time Series Correlation Discovery on Sliding Windows with Regression Capabilities.
CLOSER
Boyan Kolev, Reza Akbarinia, Ricardo Jiménez-Peris, Oleksandra Levchenko, Florent Masseglia, Marta Patiño, Patrick Valduriez
2019 — book
Parallel Techniques for Big Data Analytics.
Reza Akbarinia
2019 C conf
Pipelined Implementation of a Parallel Streaming Method for Time Series Correlation Discovery on Sliding Windows.
DATA
Boyan Kolev, Reza Akbarinia, Ricardo Jiménez-Peris, Oleksandra Levchenko, Florent Masseglia, Marta Patiño, Patrick Valduriez
2019 J jnl
Privacy-Preserving Top-k Query Processing in Distributed Systems.
Trans. Large Scale Data Knowl. Centered Syst.
Sakina Mahboubi, Reza Akbarinia, Patrick Valduriez
2019 B conf
Querying Key-Value Stores Under Single-Key Constraints: Rewriting and Parallelization.
RuleML+RR
Olivier Rodriguez, Reza Akbarinia, Federico Ulliana
2018 A* conf
A Differentially Private Index for Range Query Processing in Clouds.
ICDE
Cetin Sahin, Tristan Allard, Reza Akbarinia, Amr El Abbadi, Esther Pacitti
2018 — conf
Answering Top-k Queries over Outsourced Sensitive Data in the Cloud.
DEXA (1)
Sakina Mahboubi, Reza Akbarinia, Patrick Valduriez
2018 Misc conf
Maximally informative k-itemset mining from massively distributed data streams.
SAC
Mehdi Zitouni, Reza Akbarinia, Sadok Ben Yahia, Florent Masseglia
2018 J jnl
ParCorr: efficient parallel methods to identify similar time series pairs across sliding windows.
Data Min. Knowl. Discov.
Djamel Edine Yagoubi, Reza Akbarinia, Boyan Kolev, Oleksandra Levchenko, Florent Masseglia, Patrick Valduriez, Dennis E. Shasha
2018 — conf
Privacy-Preserving Top-k Query Processing in Distributed Systems.
Euro-Par
Sakina Mahboubi, Reza Akbarinia, Patrick Valduriez
2018 — conf
Scientific Data Analysis Using Data-Intensive Scalable Computing: The SciDISC Project.
LADaS@VLDB
Patrick Valduriez, Marta Mattoso, Reza Akbarinia, Heraldo Borges, José J. Camata, Alvaro L. G. A. Coutinho, Daniel Gaspar, Noel Moreno Lemus, Ji Liu, Hermano Lustosa, Florent Masseglia, Fabrício Nogueira da Silva, Vítor Silva, Renan Souza, Kary A. C. S. Ocaña, Eduardo S. Ogasawara, Daniel de Oliveira, Esther Pacitti, Fábio Porto, Dennis E. Shasha
2018 A conf
Spark-parSketch: A Massively Distributed Indexing of Time Series Datasets.
CIKM
Oleksandra Levchenko, Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Boyan Kolev, Dennis E. Shasha
2018 C conf
Top-k Query Processing over Distributed Sensitive Data.
IDEAS
Sakina Mahboubi, Reza Akbarinia, Patrick Valduriez
2017 J jnl
A highly scalable parallel algorithm for maximally informative k-itemset mining.
Knowl. Inf. Syst.
Saber Salah, Reza Akbarinia, Florent Masseglia
2017 A* conf
DPiSAX: Massively Distributed Partitioned iSAX.
ICDM
Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Themis Palpanas
2017 J jnl
Data placement in massively distributed environments for fast parallel mining of frequent itemsets.
Knowl. Inf. Syst.
Saber Salah, Reza Akbarinia, Florent Masseglia
2017 A conf
Massively Distributed Environments and Closed Itemset Mining: The DCIM Approach.
CAiSE
Mehdi Zitouni, Reza Akbarinia, Sadok Ben Yahia, Florent Masseglia
2017 B conf
RadiusSketch: Massively Distributed Indexing of Time Series.
DSAA
Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Dennis E. Shasha
2017 B conf
TARDIS: Optimal Execution of Scientific Workflows in Apache Spark.
DaWaK
Daniel Gaspar, Fábio Porto, Reza Akbarinia, Esther Pacitti
2017 — ed.
Transactions on Large-Scale Data- and Knowledge-Centered Systems XXXIII
Trans. Large-Scale Data- and Knowledge-Centered Systems
Abdelkader Hameurlain, Josef Küng, Roland R. Wagner, Reza Akbarinia, Esther Pacitti
2016 J jnl
FP-Hadoop: Efficient processing of skewed MapReduce jobs.
Inf. Syst.
Miguel Liroz-Gistau, Reza Akbarinia, Divyakant Agrawal, Patrick Valduriez
2015 — conf
A Prime Number Based Approach for Closed Frequent Itemset Mining in Big Data.
DEXA (1)
Mehdi Zitouni, Reza Akbarinia, Sadok Ben Yahia, Florent Masseglia
2015 — conf
Aggregation-Aware Compression of Probabilistic Streaming Time Series.
MLDM
Reza Akbarinia, Florent Masseglia
2015 — conf
An Efficient Solution for Processing Skewed MapReduce Jobs.
DEXA (2)
Reza Akbarinia, Miguel Liroz-Gistau, Divyakant Agrawal, Patrick Valduriez
2015 J jnl
Corrigendum to "Best position algorithms for efficient top-k query processing" [Inf. Syst 36(6) (2011) 973-989].
Inf. Syst.
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
2015 — conf
Data Partitioning for Fast Mining of Frequent Itemsets in Massively Distributed Environments.
DEXA (1)
Saber Salah, Reza Akbarinia, Florent Masseglia
2015 J jnl
FP-Hadoop: Efficient Execution of Parallel Jobs Over Skewed Data.
Proc. VLDB Endow.
Miguel Liroz-Gistau, Reza Akbarinia, Patrick Valduriez
2015 A* conf
Fast Parallel Mining of Maximally Informative k-Itemsets in Big Data.
ICDM
Saber Salah, Reza Akbarinia, Florent Masseglia
2015 — conf
Optimizing the Data-Process Relationship for Fast Mining of Frequent Itemsets in MapReduce.
MLDM
Saber Salah, Reza Akbarinia, Florent Masseglia
2015 J jnl
Profile Diversity for Query Processing using User Recommendations.
Inf. Syst.
Maximilien Servajean, Reza Akbarinia, Esther Pacitti, Sihem Amer-Yahia
2014 J jnl
Entity resolution for probabilistic data.
Inf. Sci.
Naser Ayat, Reza Akbarinia, Hamideh Afsarmanesh, Patrick Valduriez
2014 — conf
NACluster: A Non-supervised Clustering Algorithm for Matching Multi Catalogues.
eScience Workshops
Vinícius Pires de Moura Freire, Fábio André Machado Porto, José Antônio Fernandes de Macêdo, Reza Akbarinia
2013 J jnl
As-Soon-As-Possible Top-k Query Processing in P2P Systems.
Trans. Large Scale Data Knowl. Centered Syst.
William Kokou Dedzoe, Philippe Lamarre, Reza Akbarinia, Patrick Valduriez
2013 — conf
Data Partitioning for Minimizing Transferred Data in MapReduce.
Globe
Miguel Liroz-Gistau, Reza Akbarinia, Divyakant Agrawal, Esther Pacitti, Patrick Valduriez
2013 J jnl
Dynamic Workload-Based Partitioning Algorithms for Continuously Growing Databases.
Trans. Large Scale Data Knowl. Centered Syst.
Miguel Liroz-Gistau, Reza Akbarinia, Esther Pacitti, Fábio Porto, Patrick Valduriez
2013 J jnl
Efficient Evaluation of SUM Queries over Probabilistic Data.
IEEE Trans. Knowl. Data Eng.
Reza Akbarinia, Patrick Valduriez, Guillaume Verger
2013 J jnl
Entity resolution for distributed probabilistic data.
Distributed Parallel Databases
Naser Ayat, Reza Akbarinia, Hamideh Afsarmanesh, Patrick Valduriez
2013 — conf
Fast and Exact Mining of Probabilistic Data Streams.
ECML/PKDD (1)
Reza Akbarinia, Florent Masseglia
2013 J jnl
On Demand Memory Specialization for Distributed Graph Databases.
CoRR
Xavier Martinez-Palau, David Dominguez-Sal, Reza Akbarinia, Patrick Valduriez, Josep Lluís Larriba-Pey
2012 — conf
An Uncertain Data Integration System.
OTM Conferences (2)
Naser Ayat, Hamideh Afsarmanesh, Reza Akbarinia, Patrick Valduriez
2012 — conf
Dynamic Workload-Based Partitioning for Large-Scale Databases.
DEXA (2)
Miguel Liroz-Gistau, Reza Akbarinia, Esther Pacitti, Fábio Porto, Patrick Valduriez
2012 — book
P2P Techniques for Decentralized Applications
Esther Pacitti, Reza Akbarinia, Manal El Dick
2012 — conf
Pay-As-You-Go Data Integration Using Functional Dependencies.
CD-ARES
Naser Ayat, Hamideh Afsarmanesh, Reza Akbarinia, Patrick Valduriez
2011 J jnl
Best position algorithms for efficient top-k query processing.
Inf. Syst.
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
2011 J jnl
Building a peer-to-peer content distribution network with high performance, scalability and robustness.
Inf. Syst.
Manal El Dick, Esther Pacitti, Reza Akbarinia, Bettina Kemme
2011 — conf
Efficient Early Top-k Query Processing in Overloaded P2P Systems.
DEXA (1)
William Kokou Dedzoe, Philippe Lamarre, Reza Akbarinia, Patrick Valduriez
2011 J jnl
Replication in DHTs Using Dynamic Groups.
Trans. Large Scale Data Knowl. Centered Syst.
Reza Akbarinia, Mounir Tlili, Esther Pacitti, Patrick Valduriez, Alexandre A. B. Lima
2010 — conf
ASAP Top-k Query Processing in Unstructured P2P Systems.
Peer-to-Peer Computing
William Kokou Dedzoe, Philippe Lamarre, Reza Akbarinia, Patrick Valduriez
2010 — conf
Continuous Timestamping for Efficient Replication Management in DHTs.
Globe
Reza Akbarinia, Mounir Tlili, Esther Pacitti, Patrick Valduriez, Alexandre A. B. Lima
2010 — conf
Scalable P2P Reconciliation Infrastructure for Collaborative Text Editing.
DBKDA
Mounir Tlili, Reza Akbarinia, Esther Pacitti, Patrick Valduriez
2009 J jnl
DHTJoin: processing continuous join queries using DHT networks.
Distributed Parallel Databases
Wenceslao Palma, Reza Akbarinia, Esther Pacitti, Patrick Valduriez
2009 — conf
Distributed processing of continuous join queries using DHT networks.
EDBT/ICDT Workshops
Wenceslao Palma, Reza Akbarinia, Esther Pacitti, Patrick Valduriez
2009 J jnl
Reducing Network Traffic in Unstructured P2P Systems Using Top-k Queries
CoRR
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
2008 — conf
Efficient Processing of Continuous Join Queries Using Distributed Hash Tables.
Euro-Par
Wenceslao Palma, Reza Akbarinia, Esther Pacitti, Patrick Valduriez
2008 — conf
P2P logging and timestamping for XWiki.
NOTERE
Mounir Tlili, William Kokou Dedzoé, Esther Pacitti, Patrick Valduriez, Reza Akbarinia, Ludovic Dubost, Sergiu Dumitriu, Stéphane Laurière, Gérôme Canals, Pascal Molli, Julien Maire
2008 J jnl
P2P logging and timestamping for reconciliation.
Proc. VLDB Endow.
Mounir Tlili, William Kokou Dedzoe, Esther Pacitti, Patrick Valduriez, Reza Akbarinia, Pascal Molli, Gérôme Canals, Stéphane Laurière
2008 — conf
XWiki concerto: a P2P wiki for nomadic workers.
Int. Sym. Wikis
Mounir Tlili, William Kokou Dedzoe, Esther Pacitti, Patrick Valduriez, Reza Akbarinia, Pascal Molli, Gérôme Canals, Julien Maire, Gérald Oster, Ludovic Dubost, Sergiu Dumitriu, Stéphane Laurière, Fabio Mancinelli
2007 A* conf
Best Position Algorithms for Top-k Queries.
VLDB
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
2007 J jnl
Data Management in the APPA System.
J. Grid Comput.
Reza Akbarinia, Vidal Martins
2007 — conf
Data currency in replicated DHTs.
SIGMOD Conference
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
2007 — conf
Processing Top-k Queries in Distributed Hash Tables.
Euro-Par
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
2007 — conf
Supporting Data Currency in Replicated DHTs using a Key-based Timestamping Service.
BDA
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
2006 — conf
An Efficient Mechanism for Processing Top-k Queries in DHTs.
BDA
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
2006 — conf
Reconciliation in the APPA P2P System.
ICPADS (1)
Vidal Martins, Reza Akbarinia, Esther Pacitti, Patrick Valduriez
2006 J jnl
Reducing network traffic in unstructured P2P systems using Top-
Distributed Parallel Databases
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
2006 — conf
Top-k Query Processing in the APPA P2P System.
VECPAR
Reza Akbarinia, Vidal Martins, Esther Pacitti, Patrick Valduriez