Keyword

MapReduce

Description: MapReduce is a distributed programming model for processing large datasets by dividing work into parallel operations and combining their results.

Primary topic: Cloud Computing and Resource Management (38%)

Wikidata ID: wiki/Q567759

OpenAlex ID: keywords/mapreduce

The Genome Analysis Toolkit: A MapReduce framework for analyzing next-generation DNA sequencing data

2010 · Aaron McKenna, Matthew Hanna, et al. · Genome Research · 27,831

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MapReduce

2008 · Jeffrey Dean, Sanjay Ghemawat · Communications of the ACM · 18,463

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Spark: cluster computing with working sets

2010 · Matei Zaharia, Mosharaf Chowdhury, et al. · 4,412

Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing

2012 · Matei Zaharia, Mosharaf Chowdhury, et al. · 3,622

MapReduce: Simplified Data Processing on Large Cluster

2018 · Muthu Dayalan · INTERNATIONAL JOURNAL OF RESEARCH AND ENGINEERING · 2,947

Hadoop: The Definitive Guide

2009 · Tom White · 2,777

SOAPnuke: a MapReduce acceleration-supported software for integrated quality control and preprocessing of high-throughput sequencing data

2017 · Yuxin Chen, Yongsheng Chen, et al. · GigaScience · 2,459

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In-Kernel Aggregation and Broadcast Acceleration for Distributed Communication

2020 · Baevski, Alexei, Zhou, Henry, et al. · arXiv (Cornell University) · 2,370

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Mining of Massive Datasets

2011 · Anand Rajaraman, Jeffrey David Ullman · Cambridge University Press eBooks · 2,269

Network traffic characteristics of data centers in the wild

2010 · Theophilus Benson, Aditya Akella, et al. · ACM SIGCOMM Internet Measurement Conference (IMC) · 2,233

Apache Hadoop YARN

2013 · Vinod Kumar Vavilapalli, Arun C. Murthy, et al. · Symposium on Cloud Computing · 1,849

Pig latin

2008 · Christopher Olston, Benjamin Reed, et al. · Proceedings - ACM-SIGMOD International Conference on Management of Data · 1,730

Hadoop: The Definitive Guide

2014 · Davud S Keulen · 1,657

Improving MapReduce performance in heterogeneous environments

2008 · Matei Zaharia, Andy Konwinski, et al. · 1,624

Hive

2009 · Ashish Thusoo, Joydeep Sen Sarma, et al. · Proceedings of the VLDB Endowment · 1,557

Map-Reduce for Machine Learning on Multicore

2007 · Cheng-Tao Chu, Sang Kyun Kim, et al. · The MIT Press eBooks · 1,247

MapReduce

2009 · Jeffrey Dean, Sanjay Ghemawat · Communications of the ACM · 1,182

A comparison of approaches to large-scale data analysis

2009 · Andrew Pavlo, Erik Paulson, et al. · Proceedings - ACM-SIGMOD International Conference on Management of Data · 1,073

Mining of Massive Datasets

2014 · Jure Leskovec, Anand Rajaraman, et al. · Cambridge University Press eBooks · 1,070

Evaluating MapReduce for Multi-core and Multiprocessor Systems

2007 · Colby Ranger, Ramanan Raghuraman, et al. · Proceedings - International Symposium on High-Performance Computer Architecture/Proceedings · 968

Hive - a petabyte scale data warehouse using Hadoop

2010 · Ashish Thusoo, Joydeep Sen Sarma, et al. · Proceedings - International Conference on Data Engineering · 940

Urban planning and building smart cities based on the Internet of Things using Big Data analytics

2016 · M. Mazhar Rathore, Awais Ahmad, et al. · Computer Networks · 932

Quincy

2009 · Michael Isard, Vijayan Prabhakaran, et al. · ACM SIGOPS Symposium on Operating Systems Principles (SOSP) · 857

HadoopDB

2009 · Azza Abouzeid, Kamil Bajda-Pawlikowski, et al. · Proceedings of the VLDB Endowment · 857

Social big data: Recent achievements and new challenges

2015 · Gema Bello-Orgaz, Jason J. Jung, et al. · Information Fusion · 846

Works count: 18,620

Citation count: 298,300