Using R to analyze data, what should I do if the memory is insufficient?

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Use R language to analyze biological data, such as calculating WGCNA, calculating single-cell expression matrix, what should I do if the personal computer only has 8G memory and cannot complete the calculation, don’t worry, we all provide R cloud servers with 256G memory or more, upload data, and analyze directly.

Online R Language Environment

The Rstuido server version is provided in our server, and the R language can be used remotely in any networked place through a browser.

For example, directly use a browser to access 512.tongyuangene.com:8787 to open the login interface.

Enter the purchased account password to log in. We have installed a large number of commonly used R language extension packages and cases in advance, which can directly analyze RNAseq, GEO, WGCNA, TCGA, various annotation DB packages, and many single-cell sequencing analysis packages, etc., eliminating the difficulty of installing R packages. Save a lot of time.

Upload data and analyze directly

You can transfer data through the tools that come with Rstudio, or you can transfer large data through tools such as filezilla. With a large number of built-in R packages, you can actually upload data and analyze it directly. Parallel computing can be performed, which greatly improves computing efficiency.

R analysis script, run directly

In addition, we have built a large number of R and Bioconductor scripts and internal case scripts in our training courses, which can be directly clicked and run without downloading them yourself.

Choose the right biological cloud computing product type

Our server is a shared server, that is, multiple users use it at the same time. However, due to abundant resources, there is no interference between them, and the user experience is very good, which can meet the analysis needs of different users. In order to ensure data security, each device is a brand new server from Dell EMC. Each device will vary according to the basic configuration and price. Users can choose according to their own computing needs, and the yearly package offers more discounts.

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Origin blog.csdn.net/xxxie_/article/details/105749349