Reza Akbarinia

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 33

Top Topics

Query Processing

Top Venues

Trans. Large Scale Data Knowl. Centered Syst.

Knowl. Inf. Syst.

Publications

Raphael de Freitas Saldanha, Víctor Ribeiro, Eduardo H. M. Pena, Marcel Pedroso, Reza Akbarinia, Patrick Valduriez, Fábio Porto
Subset Models for Multivariate Time Series Forecast. ICDEW (2024)
Vítor Ribeiro, Eduardo H. M. Pena, Raphael de Freitas Saldanha, Reza Akbarinia, Patrick Valduriez, Falaah Arif Khan, Julia Stoyanovich, Fábio Porto
Subset Modelling: A Domain Partitioning Strategy for Data-efficient Machine-Learning. SBBD (2023)
Tanmoy Mondal, Reza Akbarinia, Florent Masseglia
kNN matrix profile for knowledge discovery from time series. Data Min. Knowl. Discov. 37 (3) (2023)
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
Life Science Workflow Services (LifeSWS): Motivations and Architecture. Trans. Large Scale Data Knowl. Centered Syst. 55 (2023)
Rebecca Salles, Janio Lima, Rafaelli Coutinho, Esther Pacitti, Florent Masseglia, Reza Akbarinia, Chao Chen, Jonathan M. Garibaldi, Fábio Porto, Eduardo S. Ogasawara
SoftED: Metrics for Soft Evaluation of Time Series Event Detection. CoRR (2023)
Lamia Djebour, Reza Akbarinia, Florent Masseglia
Variable-Size Segmentation for Time Series Representation. Trans. Large Scale Data Knowl. Centered Syst. 53 (2022)
Lamia Djebour, Reza Akbarinia, Florent Masseglia
Variable size segmentation for efficient representation and querying of non-uniform time series datasets. SAC (2022)
Lamia Djebour, Reza Akbarinia, Florent Masseglia
Parallel Techniques for Variable Size Segmentation of Time Series Datasets. ADBIS (2022)
Heraldo Borges, Reza Akbarinia, Florent Masseglia
Anomaly Detection in Time Series. Trans. Large Scale Data Knowl. Centered Syst. 50 (2021)
Oleksandra Levchenko, Boyan Kolev, Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Themis Palpanas, Dennis E. Shasha, Patrick Valduriez
BestNeighbor: efficient evaluation of kNN queries on large time series databases. Knowl. Inf. Syst. 63 (2) (2021)
Chao Zhang, Reza Akbarinia, Farouk Toumani
Efficient Incremental Computation of Aggregations over Sliding Windows. KDD (2021)
Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Themis Palpanas
Massively Distributed Time Series Indexing and Querying. IEEE Trans. Knowl. Data Eng. 32 (1) (2020)
Reza Akbarinia, Bertrand Cloez
Efficient Matrix Profile Computation Using Different Distance Functions. CoRR (2019)
Sakina Mahboubi, Reza Akbarinia, Patrick Valduriez
Privacy-Preserving Top-k Query Processing in Distributed Systems. Trans. Large Scale Data Knowl. Centered Syst. 42 (2019)
Boyan Kolev, Reza Akbarinia, Ricardo Jiménez-Peris, Oleksandra Levchenko, Florent Masseglia, Marta Patiño, Patrick Valduriez
Pipelined Implementation of a Parallel Streaming Method for Time Series Correlation Discovery on Sliding Windows. DATA (2019)
Olivier Rodriguez, Reza Akbarinia, Federico Ulliana
Querying Key-Value Stores Under Single-Key Constraints: Rewriting and Parallelization. RuleML+RR (2019)
Boyan Kolev, Reza Akbarinia, Ricardo Jiménez-Peris, Oleksandra Levchenko, Florent Masseglia, Marta Patiño, Patrick Valduriez
Parallel Streaming Implementation of Online Time Series Correlation Discovery on Sliding Windows with Regression Capabilities. CLOSER (2019)
Oleksandra Levchenko, Boyan Kolev, Djamel Edine Yagoubi, Dennis E. Shasha, Themis Palpanas, Patrick Valduriez, Reza Akbarinia, Florent Masseglia
Distributed Algorithms to Find Similar Time Series. ECML/PKDD (3) (2019)
Cetin Sahin, Tristan Allard, Reza Akbarinia, Amr El Abbadi, Esther Pacitti
A Differentially Private Index for Range Query Processing in Clouds. ICDE (2018)
Oleksandra Levchenko, Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Boyan Kolev, Dennis E. Shasha
Spark-parSketch: A Massively Distributed Indexing of Time Series Datasets. CIKM (2018)
Mehdi Zitouni, Reza Akbarinia, Sadok Ben Yahia, Florent Masseglia
Maximally informative k-itemset mining from massively distributed data streams. SAC (2018)
Djamel Edine Yagoubi, Reza Akbarinia, Boyan Kolev, Oleksandra Levchenko, Florent Masseglia, Patrick Valduriez, Dennis E. Shasha
ParCorr: efficient parallel methods to identify similar time series pairs across sliding windows. Data Min. Knowl. Discov. 32 (5) (2018)
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
Scientific Data Analysis Using Data-Intensive Scalable Computing: The SciDISC Project. LADaS@VLDB (2018)
Sakina Mahboubi, Reza Akbarinia, Patrick Valduriez
Answering Top-k Queries over Outsourced Sensitive Data in the Cloud. DEXA (1) (2018)
Sakina Mahboubi, Reza Akbarinia, Patrick Valduriez
Privacy-Preserving Top-k Query Processing in Distributed Systems. Euro-Par (2018)
Sakina Mahboubi, Reza Akbarinia, Patrick Valduriez
Top-k Query Processing over Distributed Sensitive Data. IDEAS (2018)
Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Dennis E. Shasha
RadiusSketch: Massively Distributed Indexing of Time Series. DSAA (2017)
Saber Salah, Reza Akbarinia, Florent Masseglia
A highly scalable parallel algorithm for maximally informative k-itemset mining. Knowl. Inf. Syst. 50 (1) (2017)
Mehdi Zitouni, Reza Akbarinia, Sadok Ben Yahia, Florent Masseglia
Massively Distributed Environments and Closed Itemset Mining: The DCIM Approach. CAiSE (2017)
Saber Salah, Reza Akbarinia, Florent Masseglia
Data placement in massively distributed environments for fast parallel mining of frequent itemsets. Knowl. Inf. Syst. 53 (1) (2017)
Djamel Edine Yagoubi, Reza Akbarinia, Florent Masseglia, Themis Palpanas
DPiSAX: Massively Distributed Partitioned iSAX. ICDM (2017)
Daniel Gaspar, Fábio Porto, Reza Akbarinia, Esther Pacitti
TARDIS: Optimal Execution of Scientific Workflows in Apache Spark. DaWaK (2017)
Miguel Liroz-Gistau, Reza Akbarinia, Divyakant Agrawal, Patrick Valduriez
FP-Hadoop: Efficient processing of skewed MapReduce jobs. Inf. Syst. 60 (2016)
Mehdi Zitouni, Reza Akbarinia, Sadok Ben Yahia, Florent Masseglia
A Prime Number Based Approach for Closed Frequent Itemset Mining in Big Data. DEXA (1) (2015)
Miguel Liroz-Gistau, Reza Akbarinia, Patrick Valduriez
FP-Hadoop: Efficient Execution of Parallel Jobs Over Skewed Data. Proc. VLDB Endow. 8 (12) (2015)
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
Corrigendum to "Best position algorithms for efficient top-k query processing" [Inf. Syst 36(6) (2011) 973-989]. Inf. Syst. 52 (2015)
Saber Salah, Reza Akbarinia, Florent Masseglia
Fast Parallel Mining of Maximally Informative k-Itemsets in Big Data. ICDM (2015)
Reza Akbarinia, Miguel Liroz-Gistau, Divyakant Agrawal, Patrick Valduriez
An Efficient Solution for Processing Skewed MapReduce Jobs. DEXA (2) (2015)
Maximilien Servajean, Reza Akbarinia, Esther Pacitti, Sihem Amer-Yahia
Profile Diversity for Query Processing using User Recommendations. Inf. Syst. 48 (2015)
Reza Akbarinia, Florent Masseglia
Aggregation-Aware Compression of Probabilistic Streaming Time Series. MLDM (2015)
Saber Salah, Reza Akbarinia, Florent Masseglia
Data Partitioning for Fast Mining of Frequent Itemsets in Massively Distributed Environments. DEXA (1) (2015)
Saber Salah, Reza Akbarinia, Florent Masseglia
Optimizing the Data-Process Relationship for Fast Mining of Frequent Itemsets in MapReduce. MLDM (2015)
Naser Ayat, Reza Akbarinia, Hamideh Afsarmanesh, Patrick Valduriez
Entity resolution for probabilistic data. Inf. Sci. 277 (2014)
Vinícius Pires de Moura Freire, Fábio André Machado Porto, José Antônio Fernandes de Macêdo, Reza Akbarinia
NACluster: A Non-supervised Clustering Algorithm for Matching Multi Catalogues. eScience Workshops (2014)
Miguel Liroz-Gistau, Reza Akbarinia, Esther Pacitti, Fábio Porto, Patrick Valduriez
Dynamic Workload-Based Partitioning Algorithms for Continuously Growing Databases. Trans. Large Scale Data Knowl. Centered Syst. 12 (2013)
William Kokou Dedzoe, Philippe Lamarre, Reza Akbarinia, Patrick Valduriez
As-Soon-As-Possible Top-k Query Processing in P2P Systems. Trans. Large Scale Data Knowl. Centered Syst. 9 (2013)
Naser Ayat, Reza Akbarinia, Hamideh Afsarmanesh, Patrick Valduriez
Entity resolution for distributed probabilistic data. Distributed Parallel Databases 31 (4) (2013)
Reza Akbarinia, Florent Masseglia
Fast and Exact Mining of Probabilistic Data Streams. ECML/PKDD (1) (2013)
Xavier Martinez-Palau, David Dominguez-Sal, Reza Akbarinia, Patrick Valduriez, Josep Lluís Larriba-Pey
On Demand Memory Specialization for Distributed Graph Databases. CoRR (2013)
Miguel Liroz-Gistau, Reza Akbarinia, Divyakant Agrawal, Esther Pacitti, Patrick Valduriez
Data Partitioning for Minimizing Transferred Data in MapReduce. Globe (2013)
Reza Akbarinia, Patrick Valduriez, Guillaume Verger
Efficient Evaluation of SUM Queries over Probabilistic Data. IEEE Trans. Knowl. Data Eng. 25 (4) (2013)
Naser Ayat, Hamideh Afsarmanesh, Reza Akbarinia, Patrick Valduriez
An Uncertain Data Integration System. OTM Conferences (2) (2012)
Naser Ayat, Hamideh Afsarmanesh, Reza Akbarinia, Patrick Valduriez
Pay-As-You-Go Data Integration Using Functional Dependencies. CD-ARES (2012)
Miguel Liroz-Gistau, Reza Akbarinia, Esther Pacitti, Fábio Porto, Patrick Valduriez
Dynamic Workload-Based Partitioning for Large-Scale Databases. DEXA (2) (2012)
Manal El Dick, Esther Pacitti, Reza Akbarinia, Bettina Kemme
Building a peer-to-peer content distribution network with high performance, scalability and robustness. Inf. Syst. 36 (2) (2011)
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
Best position algorithms for efficient top-k query processing. Inf. Syst. 36 (6) (2011)
William Kokou Dedzoe, Philippe Lamarre, Reza Akbarinia, Patrick Valduriez
Efficient Early Top-k Query Processing in Overloaded P2P Systems. DEXA (1) (2011)
Reza Akbarinia, Mounir Tlili, Esther Pacitti, Patrick Valduriez, Alexandre A. B. Lima
Replication in DHTs Using Dynamic Groups. Trans. Large Scale Data Knowl. Centered Syst. 3 (2011)
Mounir Tlili, Reza Akbarinia, Esther Pacitti, Patrick Valduriez
Scalable P2P Reconciliation Infrastructure for Collaborative Text Editing. DBKDA (2010)
William Kokou Dedzoe, Philippe Lamarre, Reza Akbarinia, Patrick Valduriez
ASAP Top-k Query Processing in Unstructured P2P Systems. Peer-to-Peer Computing (2010)
Reza Akbarinia, Mounir Tlili, Esther Pacitti, Patrick Valduriez, Alexandre A. B. Lima
Continuous Timestamping for Efficient Replication Management in DHTs. Globe (2010)
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
Reducing Network Traffic in Unstructured P2P Systems Using Top-k Queries CoRR (2009)
Wenceslao Palma, Reza Akbarinia, Esther Pacitti, Patrick Valduriez
DHTJoin: processing continuous join queries using DHT networks. Distributed Parallel Databases 26 (2-3) (2009)
Wenceslao Palma, Reza Akbarinia, Esther Pacitti, Patrick Valduriez
Distributed processing of continuous join queries using DHT networks. EDBT/ICDT Workshops (2009)
Mounir Tlili, William Kokou Dedzoe, Esther Pacitti, Patrick Valduriez, Reza Akbarinia, Pascal Molli, Gérôme Canals, Stéphane Laurière
P2P logging and timestamping for reconciliation. Proc. VLDB Endow. 1 (2) (2008)
Mounir Tlili, William Kokou Dedzoé, Esther Pacitti, Patrick Valduriez, Reza Akbarinia, Ludovic Dubost, Sergiu Dumitriu, Stéphane Laurière, Gérôme Canals, Pascal Molli, Julien Maire
P2P logging and timestamping for XWiki. NOTERE (2008)
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
XWiki concerto: a P2P wiki for nomadic workers. Int. Sym. Wikis (2008)
Wenceslao Palma, Reza Akbarinia, Esther Pacitti, Patrick Valduriez
Efficient Processing of Continuous Join Queries Using Distributed Hash Tables. Euro-Par (2008)
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
Processing Top-k Queries in Distributed Hash Tables. Euro-Par (2007)
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
Supporting Data Currency in Replicated DHTs using a Key-based Timestamping Service. BDA (2007)
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
Data currency in replicated DHTs. SIGMOD Conference (2007)
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
Best Position Algorithms for Top-k Queries. VLDB (2007)
Reza Akbarinia, Vidal Martins
Data Management in the APPA System. J. Grid Comput. 5 (3) (2007)
Vidal Martins, Reza Akbarinia, Esther Pacitti, Patrick Valduriez
Reconciliation in the APPA P2P System. ICPADS (1) (2006)
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
queries. Distributed Parallel Databases 19 (2-3) (2006)
Reza Akbarinia, Vidal Martins, Esther Pacitti, Patrick Valduriez
Top-k Query Processing in the APPA P2P System. VECPAR (2006)
Reza Akbarinia, Esther Pacitti, Patrick Valduriez
An Efficient Mechanism for Processing Top-k Queries in DHTs. BDA (2006)