Enabling scalable single-cell transcriptomic analysis through distributed computing with Apache spark

Enabling scalable single-cell transcriptomic analysis through distributed computing with Apache spark

Abstract As the field of single-cell genomics continues to develop, the generation of large-scale scRNA-seq datasets has become more prevalent. Although these datasets offer tremendous potential for shedding light on the complex biology of individual cells, the sheer volume of data presents signific...

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Bibliographic Details
Main Authors: Asif Adil, Namrata Bhattacharya, Aadam, Naveed Jeelani Khan, Mohammed Asger
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Apache spark
ScRNA-seq
Normalization
Quality control
Big data
Online Access:https://doi.org/10.1038/s41598-025-12897-5
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