Alireza Rezaei Mahdiraji

According to our database, Alireza Rezaei Mahdiraji authored at least 18 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

The Art of Losing to Win: Using Lossy Image Compression to Improve Data Loading in Deep Learning Pipelines.

Lennart Behme, Saravanan Thirumuruganathan, Alireza Rezaei Mahdiraji, Jorge-Arnulfo Quiané-Ruiz, Volker Markl

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Materialization and Reuse Optimizations for Production Data Science Pipelines.

Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Zoi Kaoudi, Tilmann Rabl, Volker Markl

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

2021

Continuous Training and Deployment of Deep Learning Models.

Ioannis Prapas, Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Volker Markl

Datenbank-Spektrum, 2021

ExDRa: Exploratory Data Science on Federated Raw Data.

Sebastian Baunsgaard, Matthias Boehm, Ankit Chaudhary, Behrouz Derakhshan, Stefan Geißelsöder, Philipp M. Grulich, Michael Hildebrand, Kevin Innerebner, Volker Markl, Claus Neubauer, Sarah Osterburg, Olga Ovcharenko, Sergey Redyuk, Tobias Rieger, Alireza Rezaei Mahdiraji, Sebastian Benjamin Wrede, Steffen Zeuch

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020

Optimizing Machine Learning Workloads in Collaborative Environments.

Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Ziawasch Abedjan, Tilmann Rabl, Volker Markl

Proceedings of the 2020 International Conference on Management of Data, 2020

2019

Continuous Deployment of Machine Learning Pipelines.

Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Tilmann Rabl, Volker Markl

Proceedings of the Advances in Database Technology, 2019

2017

PROTEUS: Scalable Online Machine Learning for Predictive Analytics and Real-Time Interactive Visualization.

Bonaventura Del Monte, Jeyhun Karimov, Alireza Rezaei Mahdiraji, Tilmann Rabl, Volker Markl

Proceedings of the Workshops of the EDBT/ICDT 2017 Joint Conference (EDBT/ICDT 2017), 2017

2016

Big Data Analytics for Earth Sciences: the EarthServer approach.

Peter Baumann, Paolo Mazzetti, Joachim Ungar, Roberto Barbera, Damiano Barboni, Alan Beccati, Lorenzo Bigagli, Enrico Boldrini, Riccardo Bruno, Antonio Calanducci, Piero Campalani, D. Oliver Clements, Alex Mircea Dumitru, Mike Grant, Pasquale Herzig, George Kakaletris, John Laxton, Panagiota Koltsida, Kinga Lipskoch, Alireza Rezaei Mahdiraji, Simone Mantovani, Vlad Merticariu, Antonio Messina, Dimitar Misev, Stefano Natali, Stefano Nativi, Jelmer Oosthoek, Marco Pappalardo, James Passmore, Angelo Pio Rossi, Francesco Rundo, Marcus Sen, Vittorio Sorbera, Don V. Sullivan, Mario Torrisi, Leonardo Trovato, Maria Grazia Veratelli, Sebastian Wagner

Int. J. Digit. Earth, 2016

2015

A Query Language for Scientific Meshes.

Alireza Rezaei Mahdiraji

PhD thesis, 2015

Using Graph Traversal in Scientific Data Interpolation.

Alireza Rezaei Mahdiraji, Peter Baumann

Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), 2015

MQuery: A query language for scientific meshes.

Alireza Rezaei Mahdiraji, Peter Baumann

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Processing scientific mesh queries in graph databases.

Alireza Rezaei Mahdiraji, Peter Baumann

Proceedings of the 23rd International World Wide Web Conference, 2014

Toward unstructured mesh algebra and query language.

Alireza Rezaei Mahdiraji

Proceedings of the International Conference on Management of Data, 2014

2013

Database Support for Unstructured Meshes.

Alireza Rezaei Mahdiraji

Proc. VLDB Endow., 2013

ImG-complex: graph data model for topology of unstructured meshes.

Alireza Rezaei Mahdiraji, Peter Baumann, Guntram Berti

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Knowledge Extraction from Events Flows.

Alireza Rezaei Mahdiraji, Bruno Rossi, Alberto Sillitti, Giancarlo Succi

Proceedings of the Methodologies and Technologies for Networked Enterprises, 2012

Egidio: A non-invasive approach for synthesizing organizational models.

Saulius Astromskis, Andrea Janes, Alireza Rezaei Mahdiraji

Proceedings of the 34th International Conference on Software Engineering, 2012

2009

Clustering data stream: A survey of algorithms.

Alireza Rezaei Mahdiraji

Int. J. Knowl. Based Intell. Eng. Syst., 2009