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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Network
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Conjunctive Queries with Free Access Patterns under Updates
Kara, A., Nikolic, M., Olteanu, D. & Zhang, H., 17 Mar 2023, Proceedings of the 26th International Conference on Database Theory (ICDT 2023). Geerts, F. & Vandevoort, B. (eds.). Dagstuhl, Germany: Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Vol. 255. p. 17:1-17:20 56 p. (LIPIcs – Leibniz International Proceedings in Informatics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
Evaluation Trade-Offs for Acyclic Conjunctive Queries
Kara, A., Nikolic, M., Olteanu, D. & Zhang, H., 1 Feb 2023, Proceedings of the 2023 Computer Science Logic Conference. Klin, B. & Pimentel, E. (eds.). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Vol. 252. 20 p. 29. (LIPIcs – Leibniz International Proceedings in Informatics; vol. 252).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
TraNCE: Transforming Nested Collections Efficiently
Smith, J., Benedikt, M., Moore, B. & Nikolic, M., 28 Oct 2021, In: Proceedings of the VLDB Endowment (PVLDB). 14, 12, p. 2727-2730 4 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Scalable analysis of multi-modal biomedical data
Smith, J., Shi, Y., Benedikt, M. & Nikolic, M., 11 Sep 2021, In: GigaScience. 10, 9, 22 p., giab058.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Machine Learning over Static and Dynamic Relational Data
Kara, A., Nikolic, M., Olteanu, D. & Zhang, H., 28 Jun 2021, Proceedings of the 15th ACM International Conference on Distributed and Event-based Systems. Virtual Event, Italy: ACM, p. 160--163 4 p. (DEBS '21).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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)
Projects
- 1 Active