In a recent blog post, Google announced that CPU overcommit for sole-tenant nodes is generally available. With CPU overcommit for sole-tenant nodes, customers can over-provision their dedicated host virtual CPU resources by up to two times.

Two years ago, GooglYou can use cbind() function in R exclusively to bind or combine the multiple columns together.

Hello folks, today, our focus will be on the applications and use cases of the cbind() function in R.

cbind() function stands for column binding. If you want to bind or combine multiple columns, then no other function will serve better than cbind().

In this article, you will be witnessing many examples that clearly explains the use and benefits of cbind() function.

Let’s roll!!!


Syntax of the cbind() function

cbind(): The cbind() function in R is used to bind the multiple columns of the data frame.

cbind``(x,x1)

Where,

  • X = The input columns of the data frame.
  • X1 = The columns of the data frame needs to be bonded.

The idea of binding the columns

The main objective of the cbind() function is to combine or to bind the multiple columns.

The columns may include vectorsdata frames, or multiple columns (more than 2).

The basic idea of working of the cbind() function in R is illustrated below with the help of a diagram.

The function will take multiple inputs and binds them together. Exactly like rbind() function but it binds the columns.

announced the beta availability of sole-tenant nodes on Google Compute Engine as an option for customers to have their Virtual Machines (VM) on a dedicated physical host, i.e. an entire Google Compute Engine for their use. Later in early 2020, the company improved the flexibility of their sole-tenant nodes with a few new features such as node group autoscaler, migration between multi- and sole tenant nodes, and live migration within a fixed node pool for bringing your own license (BYOL). And recently, the company made CPU Overcommit for sole-tenant nodes generally available.

Enabling CPU Overcommit for sole-tenant nodes leads to automatic reallocation of virtual CPUs across sole-tenant nodes from idle VM instances to VM instances that need additional resources. Users can set on the VM instance level the minimum number of guaranteed virtual CPUs per VM along with the maximum burstable virtual CPUs per VM. Thus, users can manage VM sizes and overcommit levels on a single sole-tenant node to meet their specific workload needs.

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cbind() function in R programming
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