Thesis Supervision
- Abyel Tesfay, KTH and Knightec, 2023 (with Tianze Wang and Vladimir Vlassov)
Thesis: Automated Time-Orthogonal Feature Extraction
- Zheyun Wu, KTH and Liang Dao, 2022 (with Vladimir Vlassov)
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 and Vladimir Vlassov)
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 (with Vladimir Vlassov)
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 (with Amir H. Payberah)
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]
