Performance · Computer Science
Benchmarking Big Data Systems: State-of-the-Art and Future Directions
Rui Han, Zhen Jia, Wanling Gao, Xinhui Tian +1
2015-06-05
Machine Learning · Computer Science
PMLB: A Large Benchmark Suite for Machine Learning Evaluation and Comparison
Randal S. Olson, William La Cava, Patryk Orzechowski, Ryan J. Urbanowicz +1
2017-03-03
Performance · Computer Science
The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems
Zhen Jia, Runlin Zhou, Chunge Zhu, Lei Wang +4
2013-07-31
Machine Learning · Computer Science
Benchmark Data Repositories for Better Benchmarking
Rachel Longjohn, Markelle Kelly, Sameer Singh, Padhraic Smyth
2024-11-01
Machine Learning · Computer Science
BenchHub: A Unified Benchmark Suite for Holistic and Customizable LLM Evaluation
Eunsu Kim, Haneul Yoo, Guijin Son, Hitesh Patel +2
2025-06-03
Machine Learning · Computer Science
RDBench: ML Benchmark for Relational Databases
Zizhao Zhang, Yi Yang, Lutong Zou, He Wen +2
2023-10-31
Computation and Language · Computer Science
BenchmarkCards: Standardized Documentation for Large Language Model Benchmarks
Anna Sokol, Elizabeth Daly, Michael Hind, David Piorkowski +3
2025-06-04
Computation and Language · Computer Science
Enterprise Benchmarks for Large Language Model Evaluation
Bing Zhang, Mikio Takeuchi, Ryo Kawahara, Shubhi Asthana +4
2024-10-18
Performance · Computer Science
Defining Big Data Analytics Benchmarks for Next Generation Supercomputers
Drew Schmidt, Junqi Yin, Michael Matheson, Bronson Messer +1
2018-11-07
Other Statistics · Statistics
Benchmarking in cluster analysis: A white paper
Iven Van Mechelen, Anne-Laure Boulesteix, Rainer Dangl, Nema Dean +4
2023-08-01
Databases · Computer Science
The Forgotten Document-Oriented Database Management Systems: An Overview and Benchmark of Native XML DODBMSes in Comparison with JSON DODBMSes
Ciprian-Octavian Truică, Elena-Simona Apostol, Jérôme Darmont, Torben Bach Pedersen
2021-02-05