Big Data Benchmarking 1st edition by Tilman Rabi, Kai Sachs, Meikel Poess, Chaitanya Baru, Hans-Arno Jacobson – Ebook PDF Instand Download/DeliveryISBN: 3319202332, 9783319202334
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Product details:
ISBN-10 : 3319202332
ISBN-13 : 9783319202334
Author: Tilman Rabi, Kai Sachs, Meikel Poess, Chaitanya Baru, Hans-Arno Jacobson
This book constitutes the thoroughly refereed post-workshop 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 MapReduce – in the different context such as virtualization and cloud – as well as in-memory, data generation, and graphs.
Big Data Benchmarking 1st Table of contents:
1. Benchmark Specifications and Proposals
Towards a Complete BigBench Implementation
BW-EML SAP Standard Application Benchmark
Benchmarking Big Data Systems: Introducing TPC Express Benchmark HS
Benchmarking Internet of Things Solutions
Benchmarking Elastic Query Processing on Big Data
An Approach to Benchmarking Industrial Big Data Applications
2. Hadoop and MapReduce
Benchmarking SQL-on-Hadoop Systems: TPC or Not TPC?
The Emergence of Modified Hadoop Online-Based MapReduce Technology in Cloud Environments
Benchmarking Virtualized Hadoop Clusters
3. In-Memory, Data Generation and Graphs
PopulAid: In-Memory Test Data Generation
Towards Benchmarking IaaS and PaaS Clouds for Graph Analytics
And All of a Sudden: Main Memory Is Less Expensive Than Disk
FoodBroker – Generating Synthetic Datasets for Graph-Based Business Analytics
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