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Specifying Big Data Benchmarks

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Cover of 'Specifying Big Data Benchmarks'

Table of Contents

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    Book Overview
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    Chapter 1 TPC’s Benchmark Development Model: Making the First Industry Standard Benchmark on Big Data a Success
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    Chapter 2 Data Management – A Look Back and a Look Ahead
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    Chapter 3 Big Data Generation
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    Chapter 4 From TPC-C to Big Data Benchmarks: A Functional Workload Model
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    Chapter 5 The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data Systems
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    Chapter 6 Processing Big Events with Showers and Streams
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    Chapter 7 Big Data Provenance: Challenges and Implications for Benchmarking
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    Chapter 8 Benchmarking Spatial Big Data
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    Chapter 9 Towards a Systematic Benchmark for Array Database Systems
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    Chapter 10 Unleashing Semantics of Research Data
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    Chapter 11 Generating Large-Scale Heterogeneous Graphs for Benchmarking
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    Chapter 12 A Micro-benchmark Suite for Evaluating HDFS Operations on Modern Clusters
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    Chapter 13 Assessing the Performance Impact of High-Speed Interconnects on MapReduce
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    Chapter 14 BigBench Specification V0.1
Attention for Chapter 7: Big Data Provenance: Challenges and Implications for Benchmarking
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