معرفی
Holger Pirk is a researcher at Imperial College London, UK, focusing on database systems and data science. His work bridges hardware-aware query optimization, in-memory processing, and machine learning integration. He collaborates with institutions like MIT, TU Delft, and VU Amsterdam.
- Affiliation: Imperial College London, UK
- Key Collaborators: Samuel Madden (MIT), Martin Kersten (CWI), Georgios Theodorakis (Imperial), Stefan Manegold (CWI)
Research Interests include:
- Hardware-conscious database optimization
- Stream/window aggregation algorithms
- Portable execution models via homoiconicity
- Compiler-database system integration
- Efficient tree/index structures
Recent Publications (2023-2025) address topics like database kernel composition (BOSS), LLM-generated text compression, hardware-efficient data imputation, and fault-tolerant stream processing. His work emphasizes CPU/cache efficiency, parallelism, and cross-domain system design.
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