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This book constitutes the thoroughly refereed proceedings of the 5th International Workshop on Big Data Benchmarking, WBDB 2014, held in Potsdam, Germany, in August 2014. The 13 papers presented in this book were carefully reviewed and selected from numerous submissions and cover topics such as Benchmarks Specifications and Proposals, Hadoop and MarReduce in the different context such as virtualization and cloud and In-Memory, Data Generation Graphs.