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2024
1 Khan, Akif Quddus; Nikolov, Nikolay Vladimirov; Matskin, Mihhail; Prodan, Radu; Bussler, Christoph; Roman, Dumitru; Soylu, Ahmet.
A Taxonomy for Cloud Storage Cost. Communications in Computer and Information Science (CCIS) 2024 s. 317-330
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2023
2 Benvenuti, Dario; Marrella, Andrea; Rossi, Jacopo; Nikolov, Nikolay Vladimirov; Roman, Dumitru; Soylu, Ahmet; Perales, Fernando.
A Reference Data Model to Specify Event Logs for Big Data Pipeline Discovery. Lecture Notes in Business Information Processing 2023 ;Volum 490. s. 38-54
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3 Khan, Akif Quddus; Nikolov, Nikolay; Matskin, Minhail; Prodan, Radu; Roman, Dumitru; Sahin, Bekir; Bussler, Christoph; Soylu, Ahmet.
Smart Data Placement Using Storage-as-a-Service Model for Big Data Pipelines. Sensors 2023 ;Volum 23.(2) s. -
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4 Khan, Akif Quddus; Nikolov, Nikolay Vladimirov; Matskin, Mihhail; Prodan, Radu; Bussler, Christoph; Roman, Dumitru; Soylu, Ahmet.
Towards Cloud Storage Tier Optimization with Rule-Based Classification. Lecture Notes in Computer Science (LNCS) 2023 ;Volum 14183. s. 205-216
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5 Khan, Akif Quddus; Nikolov, Nikolay Vladimirov; Matskin, Mihhail; Prodan, Radu; Bussler, Christoph; Roman, Dumitru; Soylu, Ahmet.
Towards Graph-based Cloud Cost Modelling and Optimisation. I: 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC). IEEE conference proceedings 2023 ISBN 979-8-3503-2697-0. s. -
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6 Nikolov, Nikolay Vladimirov; Solberg, Arnor; Prodan, Radu; Soylu, Ahmet; Matskin, Mihhail; Roman, Dumitru.
Container-Based Data Pipelines on the Computing Continuum for Remote Patient Monitoring. Computer 2023 ;Volum 56.(10) s. 40-48
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7 Zheng, Zhuoxun; Zhou, Baifan; Tan, Zhipeng; Savkovic, Ognjen; Rincon-Yanez, Diego; Nikolov, Nikolay Vladimirov; Roman, Dumitru; Soylu, Ahmet; Kharlamov, Evgeny.
Semantic Cloud System for Scaling Data Science Solutions for Welding at Bosch. CEUR Workshop Proceedings 2023 ;Volum 3632. s. -
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8 Zhou, Baifan; Nikolov, Nikolay Vladimirov; Zheng, Zhuoxun; Luo, Xianghui; Savkovic, Ognjen; Roman, Dumitru; Soylu, Ahmet; Kharlamov, Evgeny.
Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case. Lecture Notes in Computer Science (LNCS) 2023 ;Volum 14266. s. 380-399
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2022
9 Khan, Akif Quddus; Nikolov, Nikolay Vladimirov; Matskin, Mihhail; Prodan, Radu; Song, Hui; Roman, Dumitru; Soylu, Ahmet.
Smart Data Placement for Big Data Pipelines: An Approach based on the Storage-as-a-Service Model. I: 15th IEEE/ACM International Conference on Utility and Cloud Computing. IEEE (Institute of Electrical and Electronics Engineers) 2022 ISBN 978-1-6654-6087-3. s. 317-320
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10 Nikolov, Nikolay.
Big Data Pipelines on the Computing Continuum. enRichMyData kickoff; 2022-10-04 - 2022-10-06
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11 Nikolov, Nikolay.
Flexible Deployment of Big Data Pipelines on the Cloud/Edge/Fog Continuum. NorwAI seminar; 2022-08-31 - 2022-08-31
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12 Nikolov, Nikolay.
Flexible Deployment of Big Data Pipelines on the Computing Continuum. SINTEF Big Data Pipelines seminar; 2022-12-09 - 2022-12-09
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13 Nikolov, Nikolay.
Framework for Big Data Pipelines using Container Technology. SINTEF AS 2022
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14 Nikolov, Nikolay; Roman, Dumitru.
Big Data Pipelines in DataCloud. InterTwino - DataCloud workshop; 2022-09-08 - 2022-09-08
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15 Nikolov, Nikolay; Roman, Dumitru.
Big Data Pipelines on the Computing Continuum. European Big Data Value Forum: Fueling Industrial AI with Data Pipelines; 2022-11-21 - 2022-11-23
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16 Nikolov, Nikolay; Roman, Dumitru; Elvesæter, Brian; Waszak, Maryna.
Data Enrichment and Data Pipelines. Data Science Summer School; 2022-07-22 - 2022-07-31
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17 Nikolov, Nikolay; Thomas, Aleena; Pultier, Antoine; Roman, Dumitru.
SIM-PIPE DryRunner: A tool for simulation/testing of container-based big data pipelines. SINTEF AS 2022
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18 Roman, Dumitru; Prodan, Radu; Nikolov, Nikolay; Soylu, Ahmet; Matskin, Mihhail; Marrella, Andrea; Kimovski, Dragi; Elvesæter, Brian; Simonet-Boulogne, Anthony; Ledakis, Giannis; Song, Hui; Leotta, Francesco; Kharlamov, Evgeny.
Big Data Pipelines on the Computing Continuum: Tapping the Dark Data. Computer 2022 ;Volum 55.(11) s. 74-84
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19 Tahmasebi, Shirin; Layegh, Amirhossein; Nikolov, Nikolay Vladimirov; Hossein Payberah, Amir; Dinh, Khoa Manh; Mitrovic, Vlado; Roman, Dumitru; Matskin, Mihhail.
Dataclouddsl: Textual and Visual Presentation of Big Data Pipelines. I: 2022 IEEE 46th Annual Computers, Software, and Applications Conference. IEEE conference proceedings 2022 ISBN 978-1-6654-88105.
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20 Thomas, Aleena; Nikolov, Nikolay; Pultier, Antoine; Roman, Dumitru; Elvesæter, Brian; Soylu, Ahmet.
SIM-PIPE DryRunner: An approach for testing container-based big data pipelines and generating simulation data. Computer Software and Applications Conference 2022 s. 1159-1164
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21 Zhou, Baifan; Zheng, Zhuoxun; Zhou, Dongzhuoran; Cheng, Gong; Jimenez-Ruiz, Ernesto; Trung-Kien, Tran; Stepanova, Daria; Gad-Elrab, Mohamed H.; Nikolov, Nikolay; Soylu, Ahmet; Kharlamov, Evgeny.
The Data Value Quest: A Holistic Semantic Approach at Bosch. Lecture Notes in Computer Science (LNCS) 2022 ;Volum 13384. s. 287-290
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2021
22 Corodescu, Andrei-Alin; Nikolov, Nikolay; Khan, Akif Quddus; Soylu, Ahmet; Matskin, Mihhail; Payberah, Amir H.; Roman, Dumitru.
Big data workflows: Locality-aware orchestration using software containers. Sensors 2021 ;Volum 21.(24) s. 1-27
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23 Corodescu, Andrei-Alin; Nikolov, Nikolay; Khan, Akif Quddus; Soylu, Ahmet; Matskin, Mihhail; Payberah, Amir; Roman, Dumitru.
Locality-Aware Workflow Orchestration for Big Data. I: MEDES '21: Proceedings of the 13th International Conference on Management of Digital EcoSystems. Association for Computing Machinery (ACM) 2021 ISBN 978-1-4503-8314-1. s. 62-70
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24 Matskin, Mihhail; Tahmasebi, Shirin; Layegh, Amirhossein; Payberah, Amir; Thomas, Aleena; Nikolov, Nikolay; Roman, Dumitru.
A Survey of Big Data Pipeline Orchestration Tools from the Perspective of the DataCloud Project. CEUR Workshop Proceedings 2021 s. 63-78
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25 Nikolov, Nikolay; Dessalk, Yared Dejene; Khan, Akif Quddus; Soylu, Ahmet; Matskin, Mihhail; Payberah, Amir; Roman, Dumitru.
Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers. Internet of Things: Engineering Cyber Physical Human Systems 2021 ;Volum 16. s. 1-19
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26 Roman, Dumitru; Nikolov, Nikolay; Elvesæter, Brian; Soylu, Ahmet; Prodan, Radu; Kimovski, Dragi; Marrella, Andrea; Leotta, Francesco; Benvenuti, Dario; Matskin, Mihhail; Ledakis, Giannis; Simonet-Boulogne, Anthony; Perales, Fernando; Kharlamov, Evgeny; Ulisses, Alexandre; Solberg, Arnor; Ceccarelli, Raffaele.
DataCloud: Enabling the Big Data Pipelines on the Computing Continuum. I: Research Challenges in Information Science: 15th International Conference, RCIS 2021, Limassol, Cyprus, May 11–14, 2021, Proceedings. Springer 2021 ISBN 978-3-030-75017-6. s. 715-717
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27 Roman, Dumitru; Nikolov, Nikolay; Soylu, Ahmet; Elvesæter, Brian; Song, Hui; Prodan, Radu; Kimovski, Dragi; Marrella, Andrea; Leotta, Francesco; Matskin, Mihhail; Ledakis, Giannis; Theodosiou, Konstantinos; Simonet-Boulogne, Anthony; Perales, Fernando; Kharlamov, Evgeny; Ulisses, Alexandre; Solberg, Arnor; Ceccarelli, Raffaele.
Big Data Pipelines on the Computing Continuum: Ecosystem and Use Cases Overview. Proceedings of the IEEE Symposium on Computers and Communications 2021 s. -
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2020
28 Dessalk, Yared Dejene; Nikolov, Nikolay; Matskin, Mihhail; Soylu, Ahmet; Roman, Dumitru.
Scalable Execution of Big Data Workflows using Software Containers. I: MEDES '20: Proceedings of the 12th International Conference on Management of Digital EcoSystems. ACM Publications 2020 ISBN 978-1-4503-8115-4. s. 76-83
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29 Nikolov, Nikolay.
Towards Building a Smart Knowledge Base of CoVid-19 Spread Data.
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30 Samuelsen, Simen; Nikolov, Nikolay; Soylu, Ahmet; Roman, Dumitru.
An Approach for Representing and Storing RDF Data in Multi-model Databases. I: 14th International Conference on Metadata and Semantics Research (MTSR 2020). Springer Nature 2020 ISBN 978-3-030-36598-1.
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2019
31 Vega-Gorgojo, Guillermo; Slaughter, Laura; Zernichow, Bjørn Marius von; Nikolov, Nikolay; Roman, Dumitru.
Linked Data Exploration With RDF Surveyor. IEEE Access 2019 ;Volum 7. s. 172199-172213
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32 Abd El Kader, Shady; Nikolov, Nikolay; Zernichow, Bjørn Marius von; Cutrona, Vincenzo; Palmonari, Matteo; Elvesæter, Brian; Soylu, Ahmet; Roman, Dumitru.
Modeling and publishing French business register (SIRENE) data as linked data using the EubusinessGraph ontology. CEUR Workshop Proceedings 2019 ;Volum 2549. s. -
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33 Achilleos, Achilleas; Kritikos, Kyriakos; Rossini, Alessandro; Kapitsaki, Georgia; Domaschka, Jörg; Orzechowski, Michal; Seybold, Daniel; Griesinger, Frank; Nikolov, Nikolay; Romero, Daniel; Papadopoulos, George A..
The cloud application modelling and execution language. The Journal of Cloud Computing: Advances, Systems and Applications (JoCCASA) 2019 ;Volum 8.(20) s. 1-25
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34 Cutrona, Vincenzo; de Paoli, Flavio; Košmerlj, Aljaž; Nikolov, Nikolay; Palmonari, Matteo; Perales, Fernando; Roman, Dumitru.
Semantically-Enabled Optimization of Digital Marketing Campaigns. I: The Semantic Web – ISWC 2019. Springer 2019 ISBN 978-3-030-30795-0.
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35 Palmonari, Matteo; Roman, Dumitru; Cutrona, Vincenzo; Nikolov, Nikolay; Košmerlj, Aljaž.
Semantic Data Enrichment for Data Scientists. Extended Semantic Web Conference; 2019-06-02 - 2019-06-06
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36 Palmonari, Matteo; Roman, Dumitru; Cutrona, Vincenzo; Nikolov, Nikolay; Košmerlj, Aljaž.
Semantic Data Enrichment for Data Scientists: Tutorial website for the ESWC2019 tutorial on semantic data enrichment for data scientists..
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2018
37 Flouris, Giorgos; Patkos, Theodore; Chrysakis, Ioannis; Konstantinou, Ioulia; Nikolov, Nikolay; Papadakos, Panagiotis; Pitt, Jeremy; Roman, Dumitru; Stan, Alexandru; Zeginis, Chrysostomos.
Towards a collective awareness platform for privacy concerns and expectations. Lecture Notes in Computer Science (LNCS) 2018 ;Volum 11229. s. 135-152
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2017
38 Mahasivam, Nivethika; Nikolov, Nikolay; Sukhobok, Dina; Roman, Dumitru.
Data preparation as a service based on Apache Spark. Lecture Notes in Computer Science (LNCS) 2017 ;Volum 10465. s. 125-139
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39 Nikolov, Nikolay; Sukhobok, Dina; Dragnev, Stefan; Dalgard, Steffen Harald; Elvesæter, Brian; Zernichow, Bjørn Marius von; Roman, Dumitru.
DataGraft beta v2: New features and capabilities. CEUR Workshop Proceedings 2017 ;Volum 1963. s. -
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40 Roman, Dumitru; Kobernus, Michael John; Ødegård, Rune Åvar; Nikolov, Nikolay; Sukhobok, Dina; Zernichow, Bjørn Marius von; Lech, Till Christopher.
ALaDIn: Shining a Light on Air Quality through Data Integration and Machine Learning. I: From Science to Society: The Bridge provided by Environmental Informatics, Adjunct Proceedings of the 31st EnviroInfo Conference, Luxembourg, September 13-15. 2017. Shaker Verlag 2017 ISBN 978-3-8440-5495-8. s. 293-298
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41 Roman, Dumitru; Nikolov, Nikolay; Pultier, Antoine; Sukhobok, Dina; Elvesæter, Brian; Berre, Arne- Jørgen; Ye, Xianglin; Dimitrov, Marin; Simov, Alex; Zarev, Momchill; Moynihan, Rick; Roberts, Bill; Berlocher, Ivan; Kim, Seon-Ho; Lee, Tony; Smith, Amanda; Heath, Tom.
DataGraft: One-stop-shop for open data management. Semantic Web Journal 2017 ;Volum 9.(4) s. 393-411
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42 Roman, Dumitru; Paniagua, Javier; Tarasova, Tatiana; Georgiev, Georgi; Sukhobok, Dina; Nikolov, Nikolay; Lech, Till Christopher.
ProDataMarket: A data marketplace for monetizing linked data. CEUR Workshop Proceedings 2017 ;Volum 1963. s. -
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43 Roman, Dumitru; Sukhobok, Dina; Nikolov, Nikolay; Elvesæter, Brian; Pultier, Antoine.
The InfraRisk Ontology: Enabling Semantic Interoperability for Critical Infrastructures at Risk from Natural Hazards. Lecture Notes in Computer Science (LNCS) 2017 ;Volum 10574. s. 463-479
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44 Shi, Ling; Nikolov, Nikolay; Tarasova, Tatiana; Roman, Dumitru.
The ProDataMarket Ontology for Publishing and Integrating Cross-domain Real Property Data. Territorio Italia - Land Administration, Cadastre, Real Estate 2017 (2) s. 11-35
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45 Shi, Ling; Pettersen, Bjørg Elsa; Sukhobok, Dina; Nikolov, Nikolay; Roman, Dumitru.
Linked data for the Norwegian state of estate reporting service. CEUR Workshop Proceedings 2017 ;Volum 1963. s. -
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46 Shi, Ling; Sukhobok, Dina; Nikolov, Nikolay; Roman, Dumitru.
Norwegian State of estate report as linked open data. Lecture Notes in Computer Science (LNCS) 2017 ;Volum 10574. s. 445-462
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47 Sukhobok, Dina; Nikolov, Nikolay; Lech, Till Christopher; Moberg, Arnt-Henning; Frantsvåg, Roar; Bergaas, Helene Risti; Roman, Dumitru.
Interacting with subterranean infrastructure linked data using augmented reality. CEUR Workshop Proceedings 2017 ;Volum 1963. s. -
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48 Sukhobok, Dina; Nikolov, Nikolay; Roman, Dumitru.
Tabular Data Anomaly Patterns. I: 2017 International Conference on Big Data Innovations and Applications (Innovate-Data), Prague, Czech Republic, Czech Republic, 21-23 Aug. 2017. IEEE 2017 ISBN 978-1-5386-0960-6. s. 25-34
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2016
49 Roman, Dumitru; Dimitrov, Marin; Nikolov, Nikolay; Pultier, Antoine; Elvesæter, Brian; Simov, Alex; Petkov, Yavor.
DataGraft: A Platform for Open Data Publishing. CEUR Workshop Proceedings 2016 ;Volum 1615. s. -
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50 Roman, Dumitru; Dimitrov, Marin; Nikolov, Nikolay; Pultier, Antoine; Sukhobok, Dina; Elvesæter, Brian; Berre, Arne- Jørgen; Ye, Xianglin; Simov, Alex; Petkov, Yavor.
DataGraft: Simplifying open data publishing. Lecture Notes in Computer Science (LNCS) 2016 ;Volum 9989. s. 101-106
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