Thesis Supervision
- Pengcheng Wang, KTH and Hopsworks, 2024
Thesis: Scalable Model Training with Ray on Hopsworks
- Sebastiano Meneghin, KTH and Hopsworks, 2024 (with Fabian Schmidt)
Thesis: Apache Iceberg as an Offline Feature Store for Hopsworks
- Giovanni Manfredi, KTH and Hopsworks, 2024 (with Fabian Schmidt)
Thesis: Delta Lake as an Offline Feature Store for Hopsworks
- Tobias Johannesson, KTH and Trafikförvaltningen, 2024 (with Ahmad Al-Shishtawy)
Thesis: Customer Segmentation based on Smart Card Data
- Zihao Xu, KTH and RISE, 2024 (with Ahmad Al-Shishtawy and Vladimir Vlassov)
Thesis: Deep Learning Models for Segmenting Microscopy Images of Wood
- Abyel Tesfay, KTH and Knightec, 2023 (with Tianze Wang and Vladimir Vlassov)
Thesis: Extraction of Global Features for enhancing Machine Learning Performance [view]
- Roberto Spatafora, KTH, 2023
Thesis: Backlog Limitation System in Commercial Carrier Hubs: Leveraging Statistics Techniques to Limit the Amount of Backlog and Late Deliveries [view]
- Zheyun Wu, KTH and Liang Dao, 2022
Thesis: An I/O-aware Scheduler for Containerized Data-intensive HPC Tasks in Kubernetes-based Heterogeneous Clusters [view]
- Zidi Chen, KTH and Hopsworks, 2022 (with Jim Dowling)
Thesis: Data Build Tool (DBT) Jobs in Hopsworks [view]
- Axel Pettersson, KTH and Hopsworks, 2022 (with Moritz Meister and Amir H. Payberah)
Thesis: Optimizing Point-in-Time Joins in Spark [view]
Blog post: A Spark Join Operator for Point-in-Time Correct Joins [view]
- Gibson Chikafa, KTH and Hopsworks 2021 (with Jim Dowling and Vladimir Vlassov)
Thesis: Project-based Multi-Tenant RStudio as a Managed Service on Kubernetes for Hopsworks [view]
Publication: Cloud-native RStudio on Kubernetes for Hopsworks, GCC '22 [view]
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Albert Asratyan, KTH and CabinAir, 2021 (with Vladimir Vlassov)
Thesis: Performance Analysis of Distributed Spatial Interpolation for Air Quality Data [view]
Publication: A Parallel Chain Mail Approach for Scalable Spatial Data Interpolation, IEEE Big Data '21 [view] -
Stephan Horsthemke, KTH and Spotify, 2020
Thesis: On the Impact and Applicability of Network Edge Computing to Reduce Network Latencies of Worldwide Client Applications [view] - Marina Angelovska, KTH and bol.com, 2020 (with Amir H. Payberah)
Thesis: Content-based Recommender System for Detecting Complementary Products [view]
Publication: Siamese Neural Networks for Detecting Complementary Products, EACL SRW '21 [view]
- Alessio Molinari, KTH and Hopsworks, 2020
Thesis: Designing a Performant Ablation Study Framework for PyTorch [view]
- Anushka Garg, KTH and Agilon Analytics, 2020 (with Amir H. Payberah)
Thesis: Comparing Machine Learning Algorithms and Feature Selection Techniques to Predict Undesired Behavior in Business Processes and Study of AutoML Frameworks [view]
- Aref Moradi, KTH and Klarna, Sweden, 2020 (with Amir H. Payberah)
Thesis: Combining Learned and Analytical Models for Predicting CO2e Emissions in Textile Products [view]
