| Z-Inspection®: A Process to Assess Trustworthy AI RV Zicari, J Brodersen, J Brusseau, B Düdder, T Eichhorn, T Ivanov, ... IEEE Transactions on Technology and Society 2 (2), 83-97, 2021 | 118 | 2021 |
| The impact of columnar file formats on SQL‐on‐hadoop engine performance: A study on ORC and Parquet T Ivanov, M Pergolesi Concurrency and Computation: Practice and Experience 32 (5), e5523, 2020 | 51 | 2020 |
| Bigbench v2: The new and improved bigbench A Ghazal, T Ivanov, P Kostamaa, A Crolotte, R Voong, M Al-Kateb, ... 2017 IEEE 33rd International Conference on Data Engineering (ICDE), 1225-1236, 2017 | 43 | 2017 |
| Big data benchmark compendium T Ivanov, T Rabl, M Poess, A Queralt, J Poelman, N Poggi, J Buell Performance Evaluation and Benchmarking: Traditional to Big Data to Internet …, 2016 | 42 | 2016 |
| The heterogeneity paradigm in big data architectures T Ivanov, S Izberovic, N Korfiatis Artificial Intelligence: Concepts, Methodologies, Tools, and Applications …, 2017 | 28* | 2017 |
| Setting up a big data project: Challenges, opportunities, technologies and optimization RV Zicari, M Rosselli, T Ivanov, N Korfiatis, K Tolle, R Niemann, ... Big Data optimization: Recent developments and challenges, 17-47, 2016 | 27 | 2016 |
| Evaluating hive and spark SQL with BigBench T Ivanov, MG Beer arXiv preprint arXiv:1512.08417, 2015 | 22 | 2015 |
| Performance evaluation of enterprise big data platforms with HiBench T Ivanov, R Niemann, S Izberovic, M Rosselli, K Tolle, RV Zicari 2015 IEEE Trustcom/BigDataSE/ISPA 2, 120-127, 2015 | 20 | 2015 |
| Page Size Selection for OLTP Databases on SSD RAID Storage I Petrov, R Gottstein, T Ivanov, D Bausch, A Buchmann Journal of Information and Data Management 2 (1), 11, 2011 | 19 | 2011 |
| Exploratory analysis of spark structured streaming T Ivanov, J Taaffe Companion of the 2018 ACM/SPEC International Conference on Performance …, 2018 | 18 | 2018 |
| Abench: Big data architecture stack benchmark T Ivanov, R Singhal Companion of the 2018 ACM/SPEC International Conference on Performance …, 2018 | 16 | 2018 |
| Performance Evaluation of Spark SQL Using BigBench. T Ivanov, MG Beer WBDB: Workshop on Big Data Benchmarks 10044 (Lecture Notes in Computer …, 2015 | 16 | 2015 |
| Data projects for “social good”: challenges and opportunities M Niño, RV Zicari, T Ivanov, K Hee, N Mushtaq, M Rosselli, ... International Journal of Humanities and Social Sciences 11 (5), 1094-1104, 2017 | 15 | 2017 |
| Performance evaluation of virtualized hadoop clusters T Ivanov, RV Zicari, S Izberovic, K Tolle arXiv preprint arXiv:1411.3811, 2014 | 13 | 2014 |
| A survey on database performance in virtualized cloud environments T Ivanov, I Petrov, A Buchmann International Journal of Data Warehousing and Mining (IJDWM) 8 (3), 1-26, 2012 | 12 | 2012 |
| Relating big data business and technical performance indicators B Pernici, C Francalanci, A Geronazzo, L Polidori, S Ray, L Riva, AJ Berre, ... Proceedings ITAIS 2018: XV Conference of the Italian Chapter of AIS, 1-12, 2018 | 7 | 2018 |
| Big Data and AI Pipeline Framework: Technology Analysis from a Benchmarking Perspective AJ Berre, A Tsalgatidou, C Francalanci, T Ivanov, T Pariente-Lobo, ... Technologies and Applications for Big Data Value, 63-88, 2022 | 6 | 2022 |
| Leveraging big data for managing transport operations T Teoh, B van Berne, I Hindriks, R Waldenfels, T Eichhorn, T Ivanov, ... LEMO Project, Horizon Res. Innov. Programme, Eur. Union, Tech. Rep. D 3, 2, 2019 | 6 | 2019 |
| Benchmarking virtualized hadoop clusters T Ivanov, RV Zicari, A Buchmann Big Data Benchmarking: 5th International Workshop, WBDB 2014, Potsdam …, 2015 | 6 | 2015 |
| Benchmarking datastax enterprise/cassandra with hibench T Ivanov, R Niemann, S Izberovic, M Rosselli, K Tolle, RV Zicari arXiv preprint arXiv:1411.4044, 2014 | 6 | 2014 |
Alejandro BuchmannProfessor of Computer Science, Technische Universitaet DarmstadtE-mail megerősítve itt: informatik.tu-darmstadt.de