As a child, you must have made a replica of a building out of the sand, right? Well, it turns out that the concept was adopted into the world of data science. It is called the data sandbox.
This concept is similar to the sandbox that is often played by small children.
The reason is, that almost all companies have implemented this one term. They regard this concept as something very important.
Actually, what is a data sandbox? What does it have in common with a real sandbox? Read this article to the end to know the explanation, yes.
What is a Data Sandbox?
Data sandbox is software used for database testing, software development, and data warehousing. It includes an isolated environment where you can test insecure device code but it won’t interfere with other applications or systems.
Cybersecurity practitioners use this to test potentially malicious applications. By understanding how malware works and finding solutions to stop it.
Not only that, but programmers also use this sandbox data to test new programming code before releasing it or modifying existing programming.
Then, are the data sandbox and antivirus the same? When viewed from the function, these two things have something in common, namely, they both protect from threats. However, when viewed the way it works, there are clear differences.
If an antivirus works, it scans the system to identify threats and removes threats such as viruses or malware.
While the data sandbox works by letting the threat of a virus or malware still run but isolated from other outside systems. Besides being able to serve to protect, here are some other functions of the data sandbox are, It is possible to run several programs at once during the data sandbox process.
An inexpensive way because there are several free data sandbox software to ensure that there is no damage to the database.
No unauthorized data access to the host system.
How Does a Data Sandbox Work and is it an Example?
The way data sandboxes work is different depending on what you want to test. For example, the data sandbox used for testing malware is different from the sandbox used for testing new software.
Sandbox data can consist of hardware or software. Through limitations in hardware, sandboxed data can reside in a self-isolated network.
Not only that, but the existence of sandbox data is also found in ISP connections, WIFI routers, and PDFs, including in the Windows 7 or 10 Operating system which serves to protect the desktop from untrusted codes.
Here’s how to activate the data sandbox on the Windows 7 or 10 operating system that you can try.
- In the taskbar field, type run.
- Later a run notification box will appear and then in the open section type the word regedit to start the registry editor then ENTER.
- Expand the HKEY_LOCAL_MACHINE folder and navigate to the subsequent register key
\Software\Microsoft\Office\16.0\Access Connectivity Engine\Engines
Note: 16.0 indicates Access 2016 and later versions, 15.0 indicates Access version 2013, and 14.0 for Access version 2010.
- In the right pane of the registry editor, under name then double click SanboxeMode
- The edit dword value dialog box will appear, then in the value data column change the value from 3 to 2 then click OK.
However, keep in mind that editing the registry can damage the operating system and must be reset if done incorrectly and make sure you also back up some important data.
After completing the above steps, you will be able to activate the data sandbox in the Windows 7 or 10 operating system.
Types
The data sandbox doesn’t just stand as one platform because there are three types.
- Development sandbox
This type of sandbox is used by companies to create new features. In addition, this type can also be used to develop existing features.
- Project integration sandbox
After feature development, the next stage is to integrate it to combined and tested in an integration sandbox project.
The function of this type is to check whether all features are working properly.
- Sandbox demo & QA sandbox
Well, the next stage is demo and QA.
At this stage, all systems are tested one more time until they are deemed release worthy. After that, the feature is distributed to the public.
Benefits
Is it so important that companies should have it? The answer is yes.
The following are various benefits that can provide benefits for companies, as summarized from the Ivy Professional School.
- provide access, play, and a combination of data from multiple sources (internal and external)
- allows data scientists to analyze data as needed
- provides a dedicated area for storing and launching data
- support data scientists to dig up data first before handing it over to the business intelligence team
- allows integration of external data with enterprise databases
- provide space for data exploration without affecting company systems and operations