Supervision
PhD Students
Robert Bayer (August 2023 - present, formerly research assistant January 2022 - July 2023)
Ehsan Yousefzadeh-Asl-Miandoab (November 2021 - present)
Ties Robroek (September 2021 - present)
Research assistants
Joachim Moe Osterhammel (August 2023 - present)
Neil Kim Nielsen (July 2023 - present)
Alumni
Paul Rosero (Former postdoctoral researcher, June 2022 - September 2023)
Next position: Senior Computer Vision Researcher at AIMENAaron Duane (Former postdoctoral researcher, August 2022 - February 2023)
Next position: Data Visualisation and Frontend Developer at Churney.Jon Voigt Tøttrup (Former research assistant, January 2022 - July 2022)
Next position: Software Developer at Solution Management ApS.Sebastian Baunsgaard (Former research assistant, July 2019 - December 2019)
Next position: PhD student at DAMS lab at Graz University of Technology, Austria.Sebastian Benjamin Wrede (Former research assistant, July 2019 - December 2019)
Next position: PhD student at DAMS lab at Graz University of Technology, Austria.
MSc thesis supervised
Fall 2022 - Spring 2023
DAPHNE at the Edge
Students: Adelina-Georgiana Mahu, Peter Due Jensen, Signe Frederikke Bramsen HansenData Pre-Processing in ML Pipelines
Student: Joachim Moe OsterhammelEfficient Data Storage and Loading for Deep Learning Frameworks
Student: Neil Kim Nielsen
Co-supervised with Ties RobroekHardware Utilization Estimation with Machine Learning
Student: Hans Kristian Krogshede
Co-supervised with Ehsan Yousefzadeh-Asl-MiandoabImage Analysis on Cubesats
Student: Robert BayerDisk Access Tracing for Data-Intensive Systems
Student: Jonas Aagaard
Fall 2021 - Spring 2022
An Analysis of Multi-Instance GPUs for Machine Learning Workloads
Students: Anders Friis Kaas, Stilyan Petrov Paleykov
Co-supervised with Ties RobroekComputational Storage - Experimental Analysis of ScaleFlux Device
Students: Benjamin Møller Noer, Mark Kristian Kristensen, Servan GülerMicro-architectural Analysis of Learned Indexes
Student: Thomas Tyge AndersenAn Analysis of Data Integration Challenges in Digital Marketing Data
Student: Pernille Lykke Weiercke
Fall 2020 - Spring 2021
Dynamic eCP
Student: Morten Skøtt Knudsen
Co-supervised with Björn Thór JónssonAn Analysis Of New Generation SSDs
Student: Andreas Blanke, Magnus Christian Frydenlund Krøyer
Co-supervised with Philippe BonnetProfiling Unity DOTS
Students: Niels Frederik Ejlersen
Fall 2019 - Spring 2020
Benchmarking time-series systems with an HTAP/IoT workload
Student: Marcus Winding QuistgaardScheduling in Multi-tenant Systems based on Application Characteristics
Student: Peter Hrvola
Fall 2018 - Spring 2019
Scalable Speech Recognition
Students: Sebastian Baunsgaard, Sebastian Benjamin Wrede
BSc thesis supervised
Fall 2021
Unity Performance with Data Oriented Technology Stack (DOTS)
Students: Anders Parsberg Wagner
Spring 2021
Performance profiling of the learned index ALEX against different database indexes
Students: Mikkel Møller Andersen
Later published as Micro-architectural Analysis of a Learned Index at aiDM 2022Optimizing Neural Networks for PYNQ
Students: Neil Kim Nielsen, Robert Bayer
Co-supervised with Zsolt IstvánAnalysis of Multi-GPU Training for Neural Networks
Students: Gustav Sandholm Franck, Jacob August Xander OttenstenExploration of SystemDS
Students: Emil DichmannGathering and presentation of data for CO2 emmision from buildings
Students: Andreas Pries-Brokmann, Jeremy Wernet Rasmussen
Spring 2020
Comparing Intel’s oneAPI performance to traditional multithreaded code
Students: Danny Delic
Spring 2019
A Study of Partitioning Algorithms For In-Memory Databases
Student: Tobias Skovgaard Jeppesen
Co-supervised with Philippe Bonnet
Other student projects supervised
Fall 2021
Low-latency Inference for NLP on Specialized Hardware
Students: Neil Kim Nielsen, Robert Bayer
Co-supervised with Zsolt István
Fall 2018
Indicators of Compromise in Common Crawl
Students: Anders Højgaard Joensen