Behrouz Derakhshan

According to our database, Behrouz Derakhshan authored at least 7 papers between 2015 and 2022.

Collaborative distances:

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

2022

Materialization and reuse optimizations for machine learning workloads.

Behrouz Derakhshan

PhD thesis, 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

2015

Crowdsourced Nonparametric Density Estimation Using Relative Distances.

Antti Ukkonen, Behrouz Derakhshan, Hannes Heikinheimo

Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015