Q1.

(a) Assume two algorithms A and B successfully executes on zero input, small inputs and large inputs. During analysis of both the algorithms it is found that, asymptomatically algorithm B is more efficient than algorithm A. What message it conveys to a non-technical person?

(b)

1. With the passage of time the amount of data is increasing at a high speed. This increases not only complexities in algorithms but also badly affected the performance of the computer programs. As a result number of issues and concerns are confronting the purpose of adopting automation in its true letter and spirit. You are required to answer the following questions related to the facts mentioned above.

1. What are the main concerns associated with such huge amount of data?
2. Suggest a solution to overcome these concerns?
3. What are the steps of the proposed solution?
4. What benefits the suggested solution will provide to the users?
5. How the proposed solution will be useful for handling voluminous data? Give at least five examples