Research output per year
Research output per year
Personal profile
Research Interests
Databases and large-scale data management systems: in-database learning, stream processing, incremental computation, query compilation
Biography
Milos Nikolic is a lecturer in the School of Informatics at the University of Edinburgh. Milos' research interests are in the areas of data management and stream processing systems, incremental computation, machine learning, and compilers.
My work studies the incremental computation of complex analytical queries, such as SQL queries, linear algebra programs, and in-database machine learning tasks, in local and distributed streaming environments using novel approaches to query optimization and compilation. Before joining Edinburgh, I was a departmental lecturer in the Department of Computer Science at the University of Oxford. I received a Ph.D. in Computer Science from EPFL.
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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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A semi-ring dictionary query language for data science
Shaikhha, A., Huot, M., Hashemian, S., Kaboli, A., Mascolo, A., Nikolic, M., Smith, J. & Olteanu, D., 1 Jul 2024, (Submitted).Research output: Working paper › Preprint
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Tractable conjunctive queries over static and dynamic relations
Kara, A., Luo, Z., Nikolic, M., Olteanu, D. & Zhang, H., 28 May 2024, (Accepted/In press) Proceedings of the 28th International Conference on Database Theory (ICDT 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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In-Database Data Imputation
Perini, M. & Nikolic, M., 26 Mar 2024, In: Proceedings of the ACM on Management of Data. 2, 1, p. 1-27 27 p., 70.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
F-IVM: Analytics over Relational Databases under Updates
Kara, A., Nikolic, M., Olteanu, D. & Zhang, H., 14 Nov 2023, In: VLDB Journal. 33, p. 903–929 27 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Trade-offs in Static and Dynamic Evaluation of Hierarchical Queries
Kara, A., Nikolic, M., Olteanu, D. & Zhang, H., 9 Aug 2023, In: Logical Methods in Computer Science. 19, 3, p. 1-50 50 p., 11.Research output: Contribution to journal › Article › peer-review
Open AccessFile
Prizes
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Best Paper Award at ICDT 2019
Nikolic, Milos (Recipient), 7 Jan 2019
Prize: Prize (including medals and awards)
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Declarative Data Pipelines
Huawei Technologies Research & Development (UK) Limited
1/10/24 → 31/03/28
Project: Research
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Incremental Evaluation of Property Graph Queries
Huawei Technologies Research & Development (UK) Limited
1/09/24 → 29/02/28
Project: Research
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QUINTON -- QUerying and INTegrating Over Nested data
Engineering and Physical Sciences Research Council
1/01/21 → 31/01/25
Project: Research