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WBDB 2013: Xi'an, China / San José, CA, USA

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Tilmann Rabl, Hans-Arno Jacobsen, Raghunath Nambiar, Meikel Poess, Milind A. Bhandarkar, Chaitanya K. Baru:
Advancing Big Data Benchmarks - Proceedings of the 2013 Workshop Series on Big Data Benchmarking, WBDB.cn, Xi'an, China, July 16-17, 2013 and WBDB.us, San José, CA, USA, October 9-10, 2013 Revised Selected Papers. Lecture Notes in Computer Science 8585, Springer 2014, ISBN 978-3-319-10595-6

Big Data Benchmarks

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Badrul Chowdhury, Tilmann Rabl, Pooya Saadatpanah, Jiang Du, Hans-Arno Jacobsen:
A BigBench Implementation in the Hadoop Ecosystem. 3-18
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Shahram Ghandeharizadeh, Sumita Barahmand:
A Mid-Flight Synopsis of the BG Social Networking Benchmark. 19-31
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Xiaoyi Lu, Md. Wasi-ur-Rahman, Nusrat Sharmin Islam, Dhabaleswar K. Panda:
A Micro-benchmark Suite for Evaluating Hadoop RPC on High-Performance Networks. 32-42
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Lan Yi, Jinquan Dai:
Experience from Hadoop Benchmarking with HiBench: From Micro-Benchmarks Toward End-to-End Pipelines. 43-48
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Jun-Ming Zhao, Wen-Shuan Wang, Xian Liu, You-Fu Chen:
Big Data Benchmark - Big DS. 49-57
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Khaled Ammar, M. Tamer Özsu:
WGB: Towards a Universal Graph Benchmark. 58-72
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Vikram A. Saletore, Karthik Krishnan, Vish Viswanathan, Matthew E. Tolentino:
HcBench: Methodology, Development, and Full-System Characterization of a Customer Usage Representative Big Data/Hadoop Benchmark. 73-93

Applications and Scenarios

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Tao Zhong, Kshitij A. Doshi, Xi Tang, Ting Lou, Zhongyan Lu, Hong Li:
Big Data Workloads Drawn from Real-Time Analytics Scenarios Across Three Deployed Solutions. 97-104
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Xiaoge Li, Sugang Ma, Xiaohui Zhou:
Large-Scale Chinese Cross-Document Entity Disambiguation and Information Fusion. 105-119

Tools, Systems, and Surveys

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Arcot Rajasekar, Reagan W. Moore, Shu Huang, Yufeng Xin:
Big Data Operations: Basis for Benchmarking a Data Grid. 123-137
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Zijian Ming, Chunjie Luo, Wanling Gao, Rui Han, Qiang Yang, Lei Wang, Jianfeng Zhan:
BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking. 138-154
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Hongwei Zhao, Xiaojun Ye:
A Multidimensional OLAP Engine Implementation in Key-Value Database Systems. 155-170
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Vladimir Suvorov:
Big Data Cloud-Based Advisory System. 171-178
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Ravi Chandran, K. T. Sridhar, M. A. Sakkeer:
MPP SQL Engines: Architectural Choices and Their Implications on Benchmarking. 179-192
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Raghunath Nambiar:
Towards an Industry Standard for Benchmarking Big Data Systems. 193-201

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