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2020 – today
- 2024
[i7]Matthias Polag, Todor Ivanov, Timo Eichhorn:
Enriching the Machine Learning Workloads in BigBench. CoRR abs/2406.10843 (2024)- [i6]Todor Ivanov, Valeri Penchev:
AI Benchmarks and Datasets for LLM Evaluation. CoRR abs/2412.01020 (2024) - 2022
- [p1]Arne J. Berre, Aphrodite Tsalgatidou, Chiara Francalanci, Todor Ivanov, Tomás Pariente Lobo, Ricardo Ruiz Saiz, Inna Novalija, Marko Grobelnik:
Big Data and AI Pipeline Framework: Technology Analysis from a Benchmarking Perspective. Technologies and Applications for Big Data Value 2022: 63-88 - 2020
- [j4]Todor Ivanov
, Matteo Pergolesi:
The impact of columnar file formats on SQL-on-hadoop engine performance: A study on ORC and Parquet. Concurr. Comput. Pract. Exp. 32(5) (2020) - [c17]Todor Ivanov, Ahmad Ghazal, Alain Crolotte, Pekka Kostamaa, Yoseph Ghazal:
CoreBigBench: Benchmarking big data core operations. DBTest@SIGMOD 2020: 4:1-4:6 - [c16]Todor Ivanov, Rekha Singhal:
Tutorial on Benchmarking Big Data Analytics Systems. ICPE Companion 2020: 50-53
2010 – 2019
- 2019
- [b1]Todor Ivanov:
Classifying, evaluating and advancing big data benchmarks. Goethe University Frankfurt, Frankfurt am Main, Germany, 2019 - [c15]Todor Ivanov, Timo Eichhorn, Arne-Jørgen Berre, Tomás Pariente Lobo, Ivan Martinez Rodriguez, Ricardo Ruiz Saiz, Barbara Pernici, Chiara Francalanci:
Building the DataBench Workflow and Architecture. Bench 2019: 165-171 - [r1]Todor Ivanov, Roberto V. Zicari:
Analytics Benchmarks. Encyclopedia of Big Data Technologies 2019 - 2018
- [c14]Todor Ivanov, Patrick Bedué, Ahmad Ghazal, Roberto V. Zicari:
Adding Velocity to BigBench. DBTest@SIGMOD 2018: 6:1-6:6 - [c13]Todor Ivanov, Rekha Singhal:
ABench: Big Data Architecture Stack Benchmark. ICPE Companion 2018: 13-16 - [c12]Todor Ivanov, Jason Taafe:
Exploratory Analysis of Spark Structured Streaming. ICPE Companion 2018: 141-146 - 2017
- [c11]Ahmad Ghazal, Todor Ivanov, Pekka Kostamaa, Alain Crolotte, Ryan Voong, Mohammed Al-Kateb, Waleed Ghazal, Roberto V. Zicari:
BigBench V2: The New and Improved BigBench. ICDE 2017: 1225-1236 - [c10]Luca Felicetti, Mauro Femminella, Todor Ivanov, Pietro Liò, Gianluca Reali:
A big-data layered architecture for analyzing molecular communications systems in blood vessels. NANOCOM 2017: 14:1-14:2 - 2015
- [c9]Raik Niemann, Todor Ivanov:
Modelling the Performance, Energy Consumption and Efficiency of Data Management Systems. GI-Jahrestagung 2015: 1183-1194 - [c8]Raik Niemann, Todor Ivanov:
Evaluating the Energy Efficiency of Data Management Systems. GREENS 2015: 22-28 - [c7]Todor Ivanov, Tilmann Rabl, Meikel Poess, Anna Queralt, John Poelman, Nicolás Poggi, Jeffrey Buell:
Big Data Benchmark Compendium. TPCTC 2015: 135-155 - [c6]Todor Ivanov, Raik Niemann, Sead Izberovic, Marten Rosselli, Karsten Tolle, Roberto V. Zicari:
Performance Evaluation of Enterprise Big Data Platforms with HiBench. TrustCom/BigDataSE/ISPA (2) 2015: 120-127 - [c5]Marten Rosselli, Raik Niemann, Todor Ivanov, Karsten Tolle, Roberto V. Zicari:
Benchmarking the Availability and Fault Tolerance of Cassandra. WBDB 2015: 87-95 - [c4]Todor Ivanov, Max-Georg Beer:
Performance Evaluation of Spark SQL Using BigBench. WBDB 2015: 96-116 - [i5]Todor Ivanov, Sead Izberovic:
Evaluating Hadoop Clusters with TPCx-HS. CoRR abs/1509.03486 (2015) - [i4]Todor Ivanov, Max-Georg Beer:
Evaluating Hive and Spark SQL with BigBench. CoRR abs/1512.08417 (2015) - 2014
- [c3]Todor Ivanov, Roberto V. Zicari, Alejandro P. Buchmann:
Benchmarking Virtualized Hadoop Clusters. WBDB 2014: 87-98 - [i3]Todor Ivanov, Roberto V. Zicari, Sead Izberovic, Karsten Tolle:
Performance Evaluation of Virtualized Hadoop Clusters. CoRR abs/1411.3811 (2014) - [i2]Todor Ivanov, Raik Niemann, Sead Izberovic, Marten Rosselli, Karsten Tolle, Roberto V. Zicari:
Benchmarking DataStax Enterprise/Cassandra with HiBench. CoRR abs/1411.4044 (2014) - 2013
- [c2]Goetz Graefe, Ilia Petrov, Todor Ivanov, Veselin Marinov:
A hybrid page layout integrating PAX and NSM. IDEAS 2013: 86-95 - [i1]Todor Ivanov, Nikolaos Korfiatis, Roberto V. Zicari:
On the inequality of the 3V's of Big Data Architectural Paradigms: A case for heterogeneity. CoRR abs/1311.0805 (2013) - 2012
- [j3]Todor Ivanov, Ilia Petrov, Alejandro P. Buchmann:
A Survey on Database Performance in Virtualized Cloud Environments. Int. J. Data Warehous. Min. 8(3): 1-26 (2012) - 2011
- [j2]Ilia Petrov, Robert Gottstein, Todor Ivanov, Daniel Bausch, Alejandro P. Buchmann:
Page Size Selection for OLTP Databases on SSD Storage. J. Inf. Data Manag. 2(1): 11-18 (2011) - [j1]Yann Queudeville, Todor Ivanov, Uwe Vroomen, Andreas Bührig-Polaczek, Stefanie Elgeti, Markus Probst, Marek Behr, Christian Windeck, Walter Michaeli, Christopher Nussbaum, Christian Hinke:
Design methodology for modular tools. Prod. Eng. 5(4): 351-358 (2011) - 2010
- [c1]Ilia Petrov, Todor Ivanov, Alejandro P. Buchmann:
Page Size Selection for OLTP Databases on SSD Storage. SBBD (Posters) 2010: 2:1-2:8
Coauthor Index
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