Reza Akbarinia

Orcid: 0000-0003-0372-0241

According to our database1, Reza Akbarinia authored at least 78 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Subset Models for Multivariate Time Series Forecast.
Proceedings of the 40th International Conference on Data Engineering, ICDE 2024, 2024

2023
kNN matrix profile for knowledge discovery from time series.
Data Min. Knowl. Discov., May, 2023

Variable-Size Segmentation for Time Series Representation.
Trans. Large Scale Data Knowl. Centered Syst., 2023

Life Science Workflow Services (LifeSWS): Motivations and Architecture.
Trans. Large Scale Data Knowl. Centered Syst., 2023

SoftED: Metrics for Soft Evaluation of Time Series Event Detection.
CoRR, 2023

Subset Modelling: A Domain Partitioning Strategy for Data-efficient Machine-Learning.
Proceedings of the 38th Brazilian Symposium on Databases, 2023

2022
Variable size segmentation for efficient representation and querying of non-uniform time series datasets.
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.
Proceedings of the Advances in Databases and Information Systems, 2022

2021
Anomaly Detection in Time Series.
Trans. Large Scale Data Knowl. Centered Syst., 2021

BestNeighbor: efficient evaluation of kNN queries on large time series databases.
Knowl. Inf. Syst., 2021

Efficient Incremental Computation of Aggregations over Sliding Windows.
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.
IEEE Trans. Knowl. Data Eng., 2020

2019
Privacy-Preserving Top-k Query Processing in Distributed Systems.
Trans. Large Scale Data Knowl. Centered Syst., 2019

Efficient Matrix Profile Computation Using Different Distance Functions.
CoRR, 2019

Querying Key-Value Stores Under Single-Key Constraints: Rewriting and Parallelization.
Proceedings of the Rules and Reasoning - Third International Joint Conference, 2019

Distributed Algorithms to Find Similar Time Series.
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.
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.
Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019

Parallel Techniques for Big Data Analytics.
, 2019

2018
ParCorr: efficient parallel methods to identify similar time series pairs across sliding windows.
Data Min. Knowl. Discov., 2018

Scientific Data Analysis Using Data-Intensive Scalable Computing: The SciDISC Project.
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.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Top-k Query Processing over Distributed Sensitive Data.
Proceedings of the 22nd International Database Engineering & Applications Symposium, 2018

A Differentially Private Index for Range Query Processing in Clouds.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Answering Top-k Queries over Outsourced Sensitive Data in the Cloud.
Proceedings of the Database and Expert Systems Applications, 2018

Spark-parSketch: A Massively Distributed Indexing of Time Series Datasets.
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.
Knowl. Inf. Syst., 2017

A highly scalable parallel algorithm for maximally informative k-itemset mining.
Knowl. Inf. Syst., 2017

DPiSAX: Massively Distributed Partitioned iSAX.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

RadiusSketch: Massively Distributed Indexing of Time Series.
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

TARDIS: Optimal Execution of Scientific Workflows in Apache Spark.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

Massively Distributed Environments and Closed Itemset Mining: The DCIM Approach.
Proceedings of the Advanced Information Systems Engineering, 2017

2016
FP-Hadoop: Efficient processing of skewed MapReduce jobs.
Inf. Syst., 2016

2015
FP-Hadoop: Efficient Execution of Parallel Jobs Over Skewed Data.
Proc. VLDB Endow., 2015

Profile Diversity for Query Processing using User Recommendations.
Inf. Syst., 2015

Corrigendum to "Best position algorithms for efficient top-k query processing" [Inf. Syst 36(6) (2011) 973-989].
Inf. Syst., 2015

Optimizing the Data-Process Relationship for Fast Mining of Frequent Itemsets in MapReduce.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015

Aggregation-Aware Compression of Probabilistic Streaming Time Series.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015

Fast Parallel Mining of Maximally Informative k-Itemsets in Big Data.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

A Prime Number Based Approach for Closed Frequent Itemset Mining in Big Data.
Proceedings of the Database and Expert Systems Applications, 2015

Data Partitioning for Fast Mining of Frequent Itemsets in Massively Distributed Environments.
Proceedings of the Database and Expert Systems Applications, 2015

An Efficient Solution for Processing Skewed MapReduce Jobs.
Proceedings of the Database and Expert Systems Applications, 2015

2014
Entity resolution for probabilistic data.
Inf. Sci., 2014

NACluster: A Non-supervised Clustering Algorithm for Matching Multi Catalogues.
Proceedings of the 10th IEEE International Conference on e-Science, 2014

2013
Dynamic Workload-Based Partitioning Algorithms for Continuously Growing Databases.
Trans. Large Scale Data Knowl. Centered Syst., 2013

As-Soon-As-Possible Top-k Query Processing in P2P Systems.
Trans. Large Scale Data Knowl. Centered Syst., 2013

Efficient Evaluation of SUM Queries over Probabilistic Data.
IEEE Trans. Knowl. Data Eng., 2013

Entity resolution for distributed probabilistic data.
Distributed Parallel Databases, 2013

On Demand Memory Specialization for Distributed Graph Databases.
CoRR, 2013

Fast and Exact Mining of Probabilistic Data Streams.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Data Partitioning for Minimizing Transferred Data in MapReduce.
Proceedings of the Data Management in Cloud, Grid and P2P Systems, 2013

2012
P2P Techniques for Decentralized Applications
Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01888-6, 2012

An Uncertain Data Integration System.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012, 2012

Dynamic Workload-Based Partitioning for Large-Scale Databases.
Proceedings of the Database and Expert Systems Applications, 2012

Pay-As-You-Go Data Integration Using Functional Dependencies.
Proceedings of the Multidisciplinary Research and Practice for Information Systems, 2012

2011
Replication in DHTs Using Dynamic Groups.
Trans. Large Scale Data Knowl. Centered Syst., 2011

Building a peer-to-peer content distribution network with high performance, scalability and robustness.
Inf. Syst., 2011

Best position algorithms for efficient top-k query processing.
Inf. Syst., 2011

Efficient Early Top-k Query Processing in Overloaded P2P Systems.
Proceedings of the Database and Expert Systems Applications, 2011

2010
ASAP Top-k Query Processing in Unstructured P2P Systems.
Proceedings of the IEEE Tenth International Conference on Peer-to-Peer Computing, 2010

Continuous Timestamping for Efficient Replication Management in DHTs.
Proceedings of the Data Management in Grid and Peer-to-Peer Systmes, 2010

Scalable P2P Reconciliation Infrastructure for Collaborative Text Editing.
Proceedings of the Second International Conference on Advances in Databases, 2010

2009
DHTJoin: processing continuous join queries using DHT networks.
Distributed Parallel Databases, 2009

Reducing Network Traffic in Unstructured P2P Systems Using Top-k Queries
CoRR, 2009

Distributed processing of continuous join queries using DHT networks.
Proceedings of the 2009 EDBT/ICDT Workshops, Saint-Petersburg, Russia, March 22, 2009, 2009

2008
P2P logging and timestamping for reconciliation.
Proc. VLDB Endow., 2008

XWiki concerto: a P2P wiki for nomadic workers.
Proceedings of the 2008 International Symposium on Wikis, 2008

P2P logging and timestamping for XWiki.
Proceedings of the 8th international conference on New technologies in distributed systems, 2008

Efficient Processing of Continuous Join Queries Using Distributed Hash Tables.
Proceedings of the Euro-Par 2008, 2008

2007
Data Management in the APPA System.
J. Grid Comput., 2007

Best Position Algorithms for Top-k Queries.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Data currency in replicated DHTs.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Processing Top-k Queries in Distributed Hash Tables.
Proceedings of the Euro-Par 2007, 2007

Supporting Data Currency in Replicated DHTs using a Key-based Timestamping Service.
Proceedings of the 23èmes Journées Bases de Données Avancées, 2007

2006
Reducing network traffic in unstructured P2P systems using Top-<i>k</i> queries.
Distributed Parallel Databases, 2006

Top-k Query Processing in the APPA P2P System.
Proceedings of the High Performance Computing for Computational Science, 2006

Reconciliation in the APPA P2P System.
Proceedings of the 12th International Conference on Parallel and Distributed Systems, 2006

An Efficient Mechanism for Processing Top-k Queries in DHTs.
Proceedings of the 22èmes Journées Bases de Données Avancées, 2006


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