Research output per year
Research output per year
Personal profile
Keywords
- Data systems
- Databases
- Workload characterization
- Heterogeneous hardware
- Resource-aware Machine Learning
- Resource-constrained hardware
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Dive into the research topics where Pinar Tözün is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Modyn: Data-Centric Machine Learning Pipeline Orchestration
Böther, M., Robroek, T. T., Gsteiger, V., Holzinger, R., Ma, X., Tözün, P. & Klimovic, A., 1 Feb 2025, In: Proc. ACM Manag. Data. 3, 1, 30 p.Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review
Open Access -
Resource-Efficient Machine Learning (Dagstuhl Seminar 24311)
Balmau, O., Boehm, M., Klimovic, A., Pietzuch, P. R. & Tözün, P., 14 Feb 2025, In: Dagstuhl Reports. 14, 7, p. 153-169 17 p.Research output: Journal Article or Conference Article in Journal › Journal article › Research
Open Access -
The Five-Minute Rule for the Cloud: Caching in Analytics Systems
Duwe, K., Anadiotis, A., Lamb, A., Lersch, L., Leskes, B., Ritter, D. & Tözün, P., 2025, Conference on Innovative Data Systems Research. Conference on Innovative Data Systems ResearchResearch output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access -
An Analysis of Collocation on GPUs for Deep Learning Training
Robroek, T. T., Yousefzadeh-Asl-Miandoab, E. & Tözün, P., 22 Apr 2024, Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024. Association for Computing Machinery, p. 81-90 10 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
Open Access -
Optimized CNN Architectures Benchmarking in Hardware-Constrained Edge Devices in IoT Environments
Rosero-Montalvo, P. D., Tözün, P. & Hernandez, W., 2024, In: IEEE Internet Things J.. 11, 11, p. 20357-20366 10 p.Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review
Open Access
Activities
- 1 Membership in review committee
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Hiring committee for recruitment of assistant/associate professor in Data-Intensive Systems and Applications (Event)
Sestoft, P. (Chair), Tözün, P. (Member) & Husfeldt, T. (Member)
22 Aug 2023 → 31 Dec 2023Activity: Membership types › Membership in review committee
Press/Media
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Stort dansk forskningsprojekt: Hvordan gør vi hardware-teknologi mere bæredygtig?
11/02/2021
1 Media contribution
Press/Media: Press / Media
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Building a Next-Gen System Infrastructure for Integrated Data Analysis Pipelines
Tözün, P. & Bonnet, P.
12/01/2021
1 item of Media coverage
Press/Media: Press / Media
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DAPHNE: Integrated Data Analysis Pipelines for Large-Scale Data Management, High-Performance Computing, and Machine Learning
Tözün, P. (PI), Bonnet, P. (CoI), Clausen, M. T. (CoI) & Hedam, N. (CoI)
01/12/2020 → 30/11/2024
Project: Research
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RAD: Resource-Aware Data Science
Tözün, P. (PI), Yousefzadeh-Asl-Miandoab, E. (CoI) & Robroek, T. T. (CoI)
Independent Research Fund Denmark
01/04/2021 → 30/04/2025
Project: Research
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EuroCC: National Competence Centres in the framework of EuroHPC
Bonnet, P. (PI), Tözün, P. (CoI) & Greenwood, L. R. (CoI)
01/09/2020 → 31/12/2022
Project: Research
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MOTH: Machine Learning on Tiny Hardware
Tözün, P. (PI) & Bayer, R. (CoI)
01/08/2023 → 31/07/2026
Project: Research
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RAD+: Resource-Aware Data Science
Tözün, P. (PI), Rosero, P. (CoI), Nielsen , N. K. (CoI), Tøttrup, J. V. (CoI), Bayer, R. (CoI), Duane, A. (CoI), Hvass Jørgensen, J. (CoI), Osterhammel, J. M. (CoI) & Sørensen, P. K. (Admin)
Independent Research Fund Denmark
01/12/2021 → 31/03/2025
Project: Research