Rabl T. et al. (Eds.) Advancing Big Data Benchmarks: Proceedings of the 2013 Workshop Series on Big Data Benchmarking

Springer, 2015. — 207 p. — ISBN: 9783319105956Rabl T., Raghunath N., Poess M., Bhandarkar M., Jacobsen H.-A., Baru C. (Eds.)This book constitutes the thoroughly refereed joint proceedings of the Third and Fourth Workshop on Big Data Benchmarking. The third WBDB was held in Xi'an, China, in July 2013 and the Fourth WBDB was held in San José, CA, USA, in October, 2013. The 15 papers presented in this book were carefully reviewed and selected from 33 presentations. They focus on big data benchmarks; applications and scenarios; tools, systems and surveys.A BigBench Implementation in the Hadoop Ecosystem
A Mid-Flight Synopsis of the BG Social Networking Benchmark
A Micro-benchmark Suite for Evaluating Hadoop RPC on High-Performance Networks
Experience from Hadoop Benchmarking with HiBench: From Micro-Benchmarks Toward End-to-End Pipelines
Big Data Benchmark - Big DS
WGB: Towards a Universal Graph Benchmark
HcBench: Methodology, Development, and Full-System Characterization of a Customer Usage Representative Big Data/Hadoop Benchmark
Big Data Workloads Drawn from Real-Time Analytics Scenarios Across Three Deployed Solutions
Large-Scale Chinese Cross-Document Entity Disambiguation and Information Fusion
Big Data Operations: Basis for Benchmarking a Data Grid
BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking
A Multidimensional OLAP Engine Implementation in Key-Value Database Systems
Big Data Cloud-Based Advisory System
MPP SQL Engines: Architectural Choices and Their Implications on Benchmarking
Towards an Industry Standard for Benchmarking Big Data Systems