Data-intensive Computing Publications

Publications in Data-intensive Computing

Explore the most influential research papers and scholarly works that have shaped Data-intensive Computing. Use the concept filter below to focus on a specific sub-area of research.

Data-intensive Computing

4.9K

Publications

343.9K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
XGBoost Cluster ComputingEngineeringMachine LearningMachine Learning ToolInformation Retrieval	2016	44.2K
MapReduce Sanjay Ghemawat Communications of the ACM Cluster ComputingEngineeringComputer ArchitectureMap-reduceThousand Mapreduce Jobs	2008	18.4K
R: A Language for Data Analysis and Graphics Ross Ihaka, Robert Gentleman Journal of Computational and Graphical Statistics EngineeringData ExplorationComputer ArchitectureInteractive VisualizationData Analysis	1996	10.3K
IPython: A System for Interactive Scientific Computing Fernando Pérez, Brian Granger Computing in Science & Engineering Cluster ComputingEngineeringData VisualizationInteractive Scientific ComputingComprehensive Library	2007	4K
SeqKit: A Cross-Platform and Ultrafast Toolkit for FASTA/Q File Manipulation Wei Shen, Shuai Le, Yan Li, PLoS ONE EngineeringComputer ArchitectureMolecular BiologyGenomicsSequence Alignment	2016	3.3K
Globus: a Metacomputing Infrastructure Toolkit Ian Foster, Carl Kesselman The International Journal of Supercomputer Applications and High Performance Computing Cluster ComputingEngineeringComputer ArchitectureNetwork ComputingHigh Performance Computing	1997	3.1K
HiC-Pro: an optimized and flexible pipeline for Hi-C data processing Nicolas Servant, Nelle Varoquaux, Bryan R. Lajoie, Genome biology EngineeringGeneticsComputer ArchitectureGenomicsHic-pro Maps Reads	2015	2.7K
On data-limited and resource-limited processes Donald A. Norman, Daniel G. Bobrow Cognitive Psychology Resource-limited ProcessesProcess CalculusEngineeringData ScienceConcurrency Theory	1975	2.4K
Apache Spark Matei Zaharia, Reynold Xin, Patrick Wendell, Communications of the ACM Open Source SupercomputingEngineeringData ScienceOpen SourceData-intensive Platform	2016	2.2K
Cooler: scalable storage for Hi-C data and other genomically labeled arrays Nezar Abdennur, Leonid A. Mirny Bioinformatics Dense FormAbstract MotivationEngineeringGeneticsComputer Architecture	2019	1.8K
Pig latin Christopher Olston, Benjamin Reed, Utkarsh Srivastava, Cluster ComputingEngineeringMap-reduceSoftware AnalysisData Science	2008	1.7K
Distributed GraphLab Yucheng Low, Danny Bickson, Joseph E. Gonzalez, Proceedings of the VLDB Endowment Cluster ComputingData ConsistencyGraphlab AbstractionEngineeringData Science	2012	1.7K

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