Dumitru Roman

Vitenskapelige publikasjoner

Liang, Tao; Wang, Fuliang; Wang, Shu; Li, Kang; Roman, Dumitru ; Mo, Xuelei; Ma, Xiang; Yan, Hao (2025). Weighted sequence neural processes based uncertainty-aware machinery failure prognostic for mineral manufacturing equipment. Measurement. Vol. 246.
https://doi.org/10.1016/j.measurement.2025.116656

Khan, Akif Quddus ; Matskin, Mihhail; Prodan, Radu; Bussler, Christoph; Roman, Dumitru ; Soylu, Ahmet (2024). Cost modelling and optimisation for cloud: a graph-based approach. 31 s. Journal of Cloud Computing. Vol. 13.
https://doi.org/10.1186/s13677-024-00709-6

Khan, Akif Quddus ; Matskin, Mihhail; Prodan, Radu; Bussler, Christoph; Roman, Dumitru ; Soylu, Ahmet (2024). Cloud storage cost: a taxonomy and survey. 54 s. World wide web (Bussum). Vol. 27.
https://doi.org/10.1007/s11280-024-01273-4

Khan, Akif Quddus ; Matskin, Mihhail; Prodan, Radu; Bussler, Christoph; Roman, Dumitru ; Soylu, Ahmet (2024). Cloud storage tier optimization through storage object classification. Computing. Vol. 106.
https://doi.org/10.1007/s00607-024-01281-2

Khan, Akif Quddus ; Nikolov, Nikolay Vladimirov; Matskin, Mihhail; Prodan, Radu; Bussler, Christoph; Roman, Dumitru ; Soylu, Ahmet (2024). A Taxonomy for Cloud Storage Cost. Communications in Computer and Information Science (CCIS). Vol. 2022.
https://doi.org/10.1007/978-3-031-51643-6_23

Schroeder, Daniel Thilo ; Herb, Tobias; Elvesæter, Brian; Roman, Dumitru (2024). GraphMa: Towards new Models for Pipeline-Oriented Computation on Graphs. Balsamo, Simonetta; Knottenbelt, William; Abad, Cristina L.; Shang, Weiyi (Red.). ICPE '24 Companion: Companion of the 15th ACM/SPEC International Conference on Performance Engineering. s. 98-105. Association for Computing Machinery (ACM).
https://doi.org/10.1145/3629527.3652894

Dautov, Rustem; Song, Hui ; Roman, Dumitru ; Husom, Erik Johannes; Sen, Sagar; Balionyte-Merle, Vilija; Firmani, Donatella; Leotta, Francesco; Mathew, Jerin George; Rossi, Jacopo; Balzotti, Lorenzo; Morichetta, Andrea; Dustdar, Schahram; Metsch, Thijs; Frascolla, Valerio; Khalid, Ahmed; Landi, Giada; Brenes, Juan; Toma, Ioan; Szabó, Róbert; Schaefer, Christiane; Kim, Seonghyun; Udroiu, Cosmin; Ulisses, Alexandre; Pietsch, Verena; Akselsen, Sigmund; Munch-Ellingsen, Arne; Pavlova, Irena; Petrova-Antonova, Dessisslava; Kim, Hong-Gee; Kim, Changsoo; Allen, Bob; Kim, Sunwoong; Paulson, Eberechukwu (2024). INTEND: Human-Like Intelligence for Intent-Based Data Operations in the Cognitive Computing Continuum. Rula, Anisa; Sallinger, Emanuel; Savkovic, Ognjen; Ciuciu, Ioana Georgiana; Toma, Ioan; Parreira, Josiane Xavier (Red.). Companion Proceedings of the 8th International Joint Conference on Rules and Reasoning co-located with 20th Reasoning Web Summer School (RW 2024) and 16th DecisionCAMP 2024 as part of Declarative AI 2024. CEUR Workshop Proceedings.
https://hdl.handle.net/11250/3173456

Avogadro, Roberto; Jayawardene, Iroshani; Ma, Xiang; Soylu, Ahmet; Roman, Dumitru (2024). Koala-UI: An Interactive User Interface for Tabular Data Linking. 9 s. CEUR Workshop Proceedings. Vol. 3816.
https://hdl.handle.net/11250/3165590

Jayawardene, Iroshani; Roman, Dumitru ; Zhao, Yingxiang; Ulyashin, Alexsander G.; Soylu, Ahmet; Ma, Xiang (2024). Towards an Open Energy Management System for Integrated Energy Storage and Electric Vehicle Fast Charging Station. CEUR Workshop Proceedings. Vol. 3816.
https://ceur-ws.org/Vol-3816/paper76.pdf

Liu, Zuochen; Wang, Qingkai; Dang, Jiandong; Wang, Xiaochun; Li, Kang; Avogadro, Roberto; Roman, Dumitru ; Ma, Xiang (2024). Developing Deep Learning based Intelligent Perception Algorithm for Thickener Equipment Monitoring. CEUR Workshop Proceedings. Vol. 3816.
https://ceur-ws.org/Vol-3816/paper75.pdf

Formidling

Tang, Kai; Ma, Xiang; Roman, Dumitru (2024). Enhancing Ferroalloy Processing through Machine Learning: Bridging Theory and Practice. The 17th International Ferroalloys Congress. University of Science and Technology Beijing.

Liu, Zuochen; Wang, Qingkai; Dang, Jiandong; Wang, Xiaochun; Li, Kang; Avogadro, Roberto; Roman, Dumitru ; Ma, Xiang (2024). Developing Deep Learning based Intelligent Perception Algorithm for Thickener Equipment Monitoring. 8th International Joint Conference on Rules and Reasoning (RuleML+RR 2024). Bucharest University of Economic Studies.

Avogadro, Roberto; Jayawardene, Iroshani; Ma, Xiang; Soylu, Ahmet; Roman, Dumitru (2024). Koala-UI: An Interactive User Interface for Tabular Data Linking. 8th International Joint Conference on Rules and Reasoning (RuleML+RR 2024). Bucharest University of Economic Studies.

Jayawardene, Iroshani; Roman, Dumitru ; Zhao, Yingxiang; Ulyashin, Alexsander G.; Soylu, Ahmet; Ma, Xiang (2024). Towards an Open Energy Management System for Integrated Energy Storage and Electric Vehicle Fast Charging Station. 8th International Joint Conference on Rules and Reasoning (RuleML+RR 2024). Bucharest University of Economic Studies.

Roman, Dumitru ; Elvesæter, Brian (2023). Introduction to Graph Data. Data Science International Summer School. Bucharest University of Economic Studies.
https://datascience.ase.ro/

Nikolov, Nikolay; Roman, Dumitru (2022). Big Data Pipelines on the Computing Continuum. European Big Data Value Forum: Fueling Industrial AI with Data Pipelines. DataCloud, enRichMyData and Graph-Massivizer projects.

Nikolov, Nikolay; Roman, Dumitru (2022). Big Data Pipelines in DataCloud. InterTwino - DataCloud workshop. Sofia University St. Kliment Ohridski.

Nikolov, Nikolay; Roman, Dumitru ; Elvesæter, Brian; Waszak, Maryna (2022). Data Enrichment and Data Pipelines. Data Science Summer School. Bucharest University of Economic Studies.

Nikolov, Nikolay; Thomas, Aleena; Pultier, Antoine; Roman, Dumitru (2022). SIM-PIPE DryRunner: A tool for simulation/testing of container-based big data pipelines.

Roman, Dumitru ; Elvesæter, Brian (2022). Knowledge Graphs and Graphs Databases. Data Science International Summer School. Bucharest University of Economic Studies (Bucharest Business School), in collaboration with the GATE Institute at Sofia University “St. Kliment Ohridski” and the InterTwino and DataCloud projects.
https://datascience.ase.ro/last-editions/2022-edit