BigDataBench-MT: A Benchmark Tool for Generating Realistic Mixed Data Center Workloads Rui Han,1 Gang Lu,1 Shulin Zhan,1 Chenrong Shao,1 Junwei Wang,1 Lizy K. John,2 Lei Wang1, Jianfeng Zhan,1 and Xinhui Tian.1 1 Institu

Source URL: acmsocc.github.io

• Cloud infrastructure
• Computer performance
• Standard Performance Evaluation Corporation
• Benchmark
• Apache Hadoop
• YCSB
• MapReduce

SparkTrails: A MapReduce Implementation of HypTrails for Comparing Hypotheses About Human Trails Martin Becker Hauke Mewes

Source URL: dmir.org

• Statistics
• Statistical inference
• Statistical theory
• Science
• Philosophy of science
• Scientific method
• Hypotheses
• Design of experiments
• Bayesian inference
• Statistical hypothesis testing
• Hypothesis

Enabling Operator Reordering in Data Flow Programs Through Static Code Analysis Fabian Hueske Aljoscha Krettek

Source URL: stratosphere.eu

• Parallel computing
• Computability theory
• Subroutines
• Theoretical computer science
• Distributed computing architecture
• MapReduce
• Data-intensive computing
• User-defined function
• MAD
• Recursion
• Algorithm
• Big O notation

Understanding Issue Correlations: A Case Study of the Hadoop System * Jian Huang Xuechen Zhang Karsten Schwan Georgia Institute of Technology

Source URL: acmsocc.github.io

• Computing
• Software
• Data
• Hadoop
• Cloud infrastructure
• Apache Software Foundation
• Apache Hadoop
• Parallel computing
• Apache HBase
• MapReduce
• Software bug
• MapR

On Data Skewness, Stragglers, and MapReduce Progress Indicators Emilio Coppa and Irene Finocchi Another example: MatMul - a sparse matrix multiplication library

Source URL: acmsocc.github.io

• Computing
• Concurrent computing
• Data
• Parallel computing
• Distributed computing architecture
• MapReduce
• K-nearest neighbors algorithm
• Skewness
• Apache Hadoop
• Profiling

Spark: Cluster Computing with Working Sets Matei Zaharia, Mosharaf Chowdhury, Michael J. Franklin, Scott Shenker, Ion Stoica University of California, Berkeley Abstract MapReduce/Dryad job, each job must reload the data

Source URL: www.usenix.org

Parallelizing User-Defined Aggregations using Symbolic Execution Veselin Raychev Madanlal Musuvathi Todd Mytkowicz

Source URL: www.srl.inf.ethz.ch

• Computing
• Concurrent computing
• Software
• Parallel computing
• Apache Software Foundation
• Distributed computing architecture
• MapReduce
• Hadoop
• Symbolic execution
• Apache Spark
• KeY
• Symbolic computation

Peeking into the Optimization of Data Flow Programs with MapReduce-style UDFs Fabian Hueske, Mathias Peters,

Source URL: stratosphere.eu

• ALGOL 68
• Pipeline
• Southwest Michigan Regional Airport

Overview Table of contents 1 Getting Started....................................................................................................................2 2 MapReduce...............................................

Source URL: hadoop.apache.org