Limitations of traditional data analysis

7. Traditional data analysis on personal computers (PCs) faces limitations with big data because:

 

1. PCs have limited processing power, memory, and storage.

2. The computer struggles with expandability and may not handle very large datasets.

3. Software on PCs may decrease advanced features for big data analytics.

4. Security risks increase when storing sensitive data locally.

5. Collaboration and real-time analysis are challenging on individual PCs.

6. Cost considerations may make measuring PC infrastructure for big data not practical.




Limitations of traditional data analysis