Cobbling together software parts that do not all use the same database increases the risk of what?

Homework Help: Questions and Answers: Cobbling together software parts that do not all use the same database increases the risk of what?

A. Marketing automation
B. AI
C. Clean data
D. Dirty data

Answer:

First, let’s understand the question:

• The problem focuses on cobbling together software parts that do not all use the same database.
• The key issue here is the risk associated with using parts that rely on different databases.

When multiple software components are assembled or “cobbled together” without using a consistent database system, there are risks related to data integration, consistency, and quality. Using different databases can lead to discrepancies, conflicts, and errors in the data, making it unreliable or problematic for further processing.

Given Options: Step by Step Answering

a) Marketing automation

• Marketing automation refers to using software to automate repetitive marketing tasks. It is unrelated to the risk of using multiple databases, as the issue discussed is more about data integrity than marketing processes.

b) AI (Artificial Intelligence)

• AI involves the use of algorithms and machine learning to make decisions or perform tasks. While AI systems may rely on data, this option is too broad and does not directly address the risk associated with integrating software parts using different databases.

c) Clean data

• Clean data means data that is accurate, complete, and consistent. Cobbling together parts with different databases would not increase the likelihood of having clean data. In fact, it would likely decrease the chances of clean data by introducing inconsistencies.
• This option doesn’t match the risk being described.

d) Dirty data

• Dirty data refers to data that is incomplete, inconsistent, inaccurate, or duplicated. When different software parts are integrated using multiple databases, there is a high risk of generating dirty data because the different systems may not align properly, leading to issues such as data mismatches, duplication, or errors.

Final Answer:

Based on the above analysis, the correct answer is:

 D. Dirty data

When software systems use different databases, it increases the risk of dirty data because:

• Data consistency is harder to maintain
• Updates may not propagate correctly across all systems
• Data formats may be incompatible
• Duplicate records can occur
• Data validation rules might differ between systems

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