Keyword

big data processing

Description: Computational methods and infrastructure for storing, transforming, and analyzing datasets too large or complex for conventional processing.

Primary topic: Cloud Computing and Resource Management (31%)

OpenAlex ID: keywords/big-data-processing

MapReduce

2008 · Jeffrey Dean, Sanjay Ghemawat · Communications of the ACM · 18,465

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Hadoop: The Definitive Guide

2009 · Tom White · 2,777

Apache Spark

2016 · Matei Zaharia, Reynold S. Xin, et al. · Communications of the ACM · 2,438

Trends in extreme learning machines: A review

2014 · Gao Huang, Guang-Bin Huang, et al. · Neural Networks · 1,736

Pig latin

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

Hive

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

MLlib: Machine Learning in Apache Spark

2015 · Meng, Xiangrui, Bradley, Joseph, et al. · arXiv (Cornell University) · 1,541

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Data Streams: Algorithms and Applications

2005 · S. Muthukrishnan · now publishers, Inc. eBooks · 1,437

A Taxonomy and Survey of Cloud Computing Systems

2009 · Bhaskar Prasad Rimal, Eunmi Choi, et al. · 1,330

MapReduce

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

Evolution of accelerometer methods for physical activity research

2014 · Richard P Troiano, James J McClain, et al. · British Journal of Sports Medicine · 967

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A survey of machine learning for big data processing

2016 · Junfei Qiu, Qihui Wu, et al. · EURASIP Journal on Advances in Signal Processing · 916

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Big Data Analysis with Signal Processing on Graphs: Representation and processing of massive data sets with irregular structure

2014 · Aliaksei Sandryhaila, Jose M.F. Moura · IEEE Signal Processing Magazine · 780

A scalable processing-in-memory accelerator for parallel graph processing

2015 · Junwhan Ahn, Sungpack Hong, et al. · Proceedings - International Symposium on Computer Architecture/Proceedings · 768

Data Streams: Algorithms and Applications

2005 · S. Muthukrishnan · Foundations and Trends® in Theoretical Computer Science · 718

Map-reduce-merge

2007 · Hung-chih Yang, Ali Dasdan, et al. · Proceedings - ACM-SIGMOD International Conference on Management of Data · 715

A taxonomy of scientific workflow systems for grid computing

2005 · Jia Yu, Rajkumar Buyya · ACM SIGMOD Record · 550

Acceleration of Deep Neural Network Training with Resistive Cross-Point Devices: Design Considerations

2016 · Tayfun Gokmen, Yurii Vlasov · Frontiers in Neuroscience · 490

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Exploring Google Earth Engine Platform for Big Data Processing: Classification of Multi-Temporal Satellite Imagery for Crop Mapping

2017 · Andrii Shelestov, Mykola Lavreniuk, et al. · Frontiers in Earth Science · 451

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data.table: Extension of `data.frame`

2006 · Tyson Barrett, Matt Dowle, et al. · 433

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MapReduce and parallel DBMSs

2009 · Michael Stonebraker, Daniel Abadi, et al. · Communications of the ACM · 431

Building a high-level dataflow system on top of Map-Reduce

2009 · Alan F. Gates, Olga Natkovich, et al. · Proceedings of the VLDB Endowment · 405

Performance Analysis of IoT-Based Sensor, Big Data Processing, and Machine Learning Model for Real-Time Monitoring System in Automotive Manufacturing

2018 · Muhammad Syafrudin, Ganjar Alfian, et al. · Sensors · 400

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Machine Learning Applications based on SVM Classification A Review

2021 · Dakhaz Mustafa Abdullah, Adnan Mohsin Abdulazeez · Qubahan Academic Journal · 377

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Climate Engine: Cloud Computing and Visualization of Climate and Remote Sensing Data for Advanced Natural Resource Monitoring and Process Understanding

2017 · Justin L. Huntington, Katherine C. Hegewisch, et al. · Bulletin of the American Meteorological Society · 365

Works count: 13,180

Citation count: 115,400