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1. + 2. WBDB 2012: San Jose, CA, USA / Pune, India
- Tilmann Rabl, Meikel Poess, Chaitanya K. Baru, Hans-Arno Jacobsen:
Specifying Big Data Benchmarks - First Workshop, WBDB 2012, San Jose, CA, USA, May 8-9, 2012, and Second Workshop, WBDB 2012, Pune, India, December 17-18, 2012, Revised Selected Papers. Lecture Notes in Computer Science 8163, Springer 2014, ISBN 978-3-642-53973-2
Benchmarking, Foundations and Tools
- Meikel Poess:
TPC's Benchmark Development Model: Making the First Industry Standard Benchmark on Big Data a Success. 1-10 - Raghunath Nambiar, Ramesh Chitor, Ashok Joshi:
Data Management - A Look Back and a Look Ahead. 11-19 - Tilmann Rabl, Hans-Arno Jacobsen:
Big Data Generation. 20-27 - Yanpei Chen, Francois Raab, Randy H. Katz:
From TPC-C to Big Data Benchmarks: A Functional Workload Model. 28-43 - Zhen Jia, Runlin Zhou, Chunge Zhu, Lei Wang, Wanling Gao, Yingjie Shi, Jianfeng Zhan, Lixin Zhang:
The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems. 44-59
Domain Specific Benchmarking
- Christoph Doblander, Tilmann Rabl, Hans-Arno Jacobsen:
Processing Big Events with Showers and Streams. 60-71 - Boris Glavic
:
Big Data Provenance: Challenges and Implications for Benchmarking. 72-80 - Shashi Shekhar, Michael R. Evans, Viswanath Gunturi, KwangSoo Yang
Benchmarking Spatial Big Data. 81-93 - Peter Baumann
Towards a Systematic Benchmark for Array Database Systems. 94-102 - Florian Stegmaier, Christin Seifert
Unleashing Semantics of Research Data. 103-112 - Amarnath Gupta:
Generating Large-Scale Heterogeneous Graphs for Benchmarking. 113-128
Benchmarking Hardware
- Nusrat Sharmin Islam, Xiaoyi Lu, Md. Wasi-ur-Rahman, Jithin Jose, Dhabaleswar K. Panda:
A Micro-benchmark Suite for Evaluating HDFS Operations on Modern Clusters. 129-147 - Yandong Wang, Yizheng Jiao, Cong Xu, Xiaobing Li, Teng Wang, Xinyu Que, Cristian Cira, Bin Wang, Zhuo Liu, Bliss Bailey, Weikuan Yu:
Assessing the Performance Impact of High-Speed Interconnects on MapReduce. 148-163
End-to-End Big Data Benchmarks
- Tilmann Rabl, Ahmad Ghazal, Minqing Hu, Alain Crolotte, Francois Raab, Meikel Poess, Hans-Arno Jacobsen:
BigBench Specification V0.1 - BigBench: An Industry Standard Benchmark for Big Data Analytics. 164-201
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