Which of the following is not a method for managing computational constraints that cause execution bottlenecks?Group of answer choicesInvest in a computer with more RAM.Implement parallel processing in your data preparation and model selection routines.Build more features so you have more predictive power with the same data.Downsample your data

In computing and/or databases, a bottleneck is a… Select one: a. place where the data stream gets more narrow. b. place where the data stream goes faster. c. thing that causes a traffic jam on the data highway. d. component of a system that is responsible for limiting its performance. e. component of a system that is not responsible for limiting its performance.

Which of these is a true statement? (Choose all that apply)Check All That ApplyA system can have more than one bottleneck.A system can have more than one bottleneck.Constraints can be eliminated by applying proper scheduling techniques.Constraints can be eliminated by applying proper scheduling techniques.A factory’s bottleneck can change depending on what products are being made.A factory’s bottleneck can change depending on what products are being made.According to the Theory of Constraints, each machine should operate at its maximum throughput.

Database Constraints

Which of the following is a common bottleneck in software performance?Question 23Select one:a.Optimized database queriesb.Fast network connectionsc.Slow disk I/O operationsd.Efficient memory usage

A solution is said to be efficient if it:Question 24Select one:a.Solves the problem within the required resource constraintsb.Executes faster than other solutionsc.Is completed in the fewest number of stepsd.Can be explained in the context of Big-Oh notation