Advancing Big Data Benchmarks

Chapter 1 A BigBench Implementation in the Hadoop Ecosystem

Chapter 2 A Mid-Flight Synopsis of the BG Social Networking Benchmark

Chapter 3 A Micro-benchmark Suite for Evaluating Hadoop RPC on High-Performance Networks

Chapter 4 Experience from Hadoop Benchmarking with HiBench: From Micro-Benchmarks Toward End-to-End Pipelines

Chapter 5 Big Data Benchmark - Big DS

Chapter 7 HcBench: Methodology, Development, and Full-System Characterization of a Customer Usage Representative Big Data/Hadoop Benchmark

Chapter 8 Big Data Workloads Drawn from Real-Time Analytics Scenarios Across Three Deployed Solutions

Chapter 9 Large-Scale Chinese Cross-Document Entity Disambiguation and Information Fusion

Chapter 10 Big Data Operations: Basis for Benchmarking a Data Grid

Chapter 11 BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking

Chapter 12 A Multidimensional OLAP Engine Implementation in Key-Value Database Systems

Chapter 13 Big Data Cloud-Based Advisory System

Chapter 14 MPP SQL Engines: Architectural Choices and Their Implications on Benchmarking

Chapter 15 Towards an Industry Standard for Benchmarking Big Data Systems