Todor Ivanov

According to our database, Todor Ivanov authored at least 30 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enriching the Machine Learning Workloads in BigBench.

Matthias Polag, Todor Ivanov, Timo Eichhorn

CoRR, 2024

2022

Big Data and AI Pipeline Framework: Technology Analysis from a Benchmarking Perspective.

Arne J. Berre, Aphrodite Tsalgatidou, Chiara Francalanci, Todor Ivanov, Tomás Pariente Lobo, Ricardo Ruiz Saiz, Inna Novalija, Marko Grobelnik

Proceedings of the Technologies and Applications for Big Data Value, 2022

2020

The impact of columnar file formats on SQL-on-hadoop engine performance: A study on ORC and Parquet.

Todor Ivanov, Matteo Pergolesi

Concurr. Comput. Pract. Exp., 2020

Tutorial on Benchmarking Big Data Analytics Systems.

Todor Ivanov, Rekha Singhal

Proceedings of the Companion of the 2020 ACM/SPEC International Conference on Performance Engineering, 2020

CoreBigBench: Benchmarking big data core operations.

Todor Ivanov, Ahmad Ghazal, Alain Crolotte, Pekka Kostamaa, Yoseph Ghazal

Proceedings of the 8th International Workshop on Testing Database Systems, 2020

2019

Analytics Benchmarks.

Todor Ivanov, Roberto V. Zicari

Proceedings of the Encyclopedia of Big Data Technologies., 2019

Classifying, evaluating and advancing big data benchmarks.

Todor Ivanov

PhD thesis, 2019

Building the DataBench Workflow and Architecture.

Todor Ivanov, Timo Eichhorn, Arne-Jørgen Berre, Tomás Pariente Lobo, Ivan Martinez Rodriguez, Ricardo Ruiz Saiz, Barbara Pernici, Chiara Francalanci

Proceedings of the Benchmarking, Measuring, and Optimizing, 2019

2018

Exploratory Analysis of Spark Structured Streaming.

Todor Ivanov, Jason Taafe

Proceedings of the Companion of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

ABench: Big Data Architecture Stack Benchmark.

Todor Ivanov, Rekha Singhal

Proceedings of the Companion of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

Adding Velocity to BigBench.

Todor Ivanov, Patrick Bedué, Ahmad Ghazal, Roberto V. Zicari

Proceedings of the 7th International Workshop on Testing Database Systems, 2018

2017

A big-data layered architecture for analyzing molecular communications systems in blood vessels.

Luca Felicetti, Mauro Femminella, Todor Ivanov, Pietro Liò, Gianluca Reali

Proceedings of the 4th ACM International Conference on Nanoscale Computing and Communication, 2017

BigBench V2: The New and Improved BigBench.

Ahmad Ghazal, Todor Ivanov, Pekka Kostamaa, Alain Crolotte, Ryan Voong, Mohammed Al-Kateb, Waleed Ghazal, Roberto V. Zicari

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2015

Evaluating Hadoop Clusters with TPCx-HS.

Todor Ivanov, Sead Izberovic

CoRR, 2015

Evaluating Hive and Spark SQL with BigBench.

Todor Ivanov, Max-Georg Beer

CoRR, 2015

Benchmarking the Availability and Fault Tolerance of Cassandra.

Marten Rosselli, Raik Niemann, Todor Ivanov, Karsten Tolle, Roberto V. Zicari

Proceedings of the Big Data Benchmarking, 2015

Performance Evaluation of Spark SQL Using BigBench.

Todor Ivanov, Max-Georg Beer

Proceedings of the Big Data Benchmarking, 2015

Performance Evaluation of Enterprise Big Data Platforms with HiBench.

Todor Ivanov, Raik Niemann, Sead Izberovic, Marten Rosselli, Karsten Tolle, Roberto V. Zicari

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Big Data Benchmark Compendium.

Todor Ivanov, Tilmann Rabl, Meikel Poess, Anna Queralt, John Poelman, Nicolás Poggi, Jeffrey Buell

Proceedings of the Performance Evaluation and Benchmarking: Traditional to Big Data to Internet of Things, 2015

Evaluating the Energy Efficiency of Data Management Systems.

Raik Niemann, Todor Ivanov

Proceedings of the 4th IEEE/ACM International Workshop on Green and Sustainable Software, 2015

Modelling the Performance, Energy Consumption and Efficiency of Data Management Systems.

Raik Niemann, Todor Ivanov

Proceedings of the 45. Jahrestagung der Gesellschaft für Informatik, Informatik, Energie und Umwelt, INFORMATIK 2015, Cottbus, Germany, September 28, 2015

2014

Performance Evaluation of Virtualized Hadoop Clusters.

Todor Ivanov, Roberto V. Zicari, Sead Izberovic, Karsten Tolle

CoRR, 2014

Benchmarking DataStax Enterprise/Cassandra with HiBench.

Todor Ivanov, Raik Niemann, Sead Izberovic, Marten Rosselli, Karsten Tolle, Roberto V. Zicari

CoRR, 2014

Benchmarking Virtualized Hadoop Clusters.

Todor Ivanov, Roberto V. Zicari, Alejandro P. Buchmann

Proceedings of the Big Data Benchmarking - 5th International Workshop, 2014

2013

On the inequality of the 3V's of Big Data Architectural Paradigms: A case for heterogeneity.

Todor Ivanov, Nikolaos Korfiatis, Roberto V. Zicari

CoRR, 2013

A hybrid page layout integrating PAX and NSM.

Goetz Graefe, Ilia Petrov, Todor Ivanov, Veselin Marinov

Proceedings of the 17th International Database Engineering & Applications Symposium, 2013

2012

A Survey on Database Performance in Virtualized Cloud Environments.

Todor Ivanov, Ilia Petrov, Alejandro P. Buchmann

Int. J. Data Warehous. Min., 2012

2011

Design methodology for modular tools.

Yann Queudeville, Todor Ivanov, Uwe Vroomen, Andreas Bührig-Polaczek, Stefanie Elgeti, Markus Probst, Marek Behr, Christian Windeck, Walter Michaeli, Christopher Nussbaum, Christian Hinke

Prod. Eng., 2011

Page Size Selection for OLTP Databases on SSD Storage.

Ilia Petrov, Robert Gottstein, Todor Ivanov, Daniel Bausch, Alejandro P. Buchmann

J. Inf. Data Manag., 2011

2010

Page Size Selection for OLTP Databases on SSD Storage.

Ilia Petrov, Todor Ivanov, Alejandro P. Buchmann

Proceedings of the XXV Simpósio Brasileiro de Banco de Dados, 2010