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Exam Code:
DP-100
Exam Name:
Designing and Implementing a Data Science Solution on Azure
Questions:
94 Q&A
Product Type:

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NEW QUESTION: 1
You manage a Hyper-V 2012 cluster by using System Center Virtual Machine Manager 2012 SP1. You need to ensure high availability for business-critical virtual machines (VMs) that host business-critical SQL Server databases.
Solution: You configure preferred and possible owners for each business-critical VM.
Does this meet the goal?
A. No
B. Yes
Answer: A

NEW QUESTION: 2
A Lean Six Sigma project is attempting to reduce inventory days. The Process Capability will be monitored as part of the Control Phase to track the sustainability of the improvement.

Which distribution type is best used for performing the Capability Analysis?
A. Weibull Distribution
B. Normal Distribution
C. Gaussian Distribution
D. Logistic Distribution
E. Exponential Distribution
Answer: A

NEW QUESTION: 3
When deploying VM series on NSX platform to support micro-segmentation, which statement is NOT correct?
A. Traffic steering rules could be defined on Panorama and pushed to NSX Manager
B. VM-Series uses NetX API to receive and send packets
C. One panorama could support to connect with only one NSX manager
D. VM-Series provide Multi-tenancy support with multiple zones
Answer: B

NEW QUESTION: 4
What types of algorithms are difficult to express MapReduce?
A. Large-scale graph algorithms that require one-step link traversal.
B. Text analysis algorithms on large collections of unstructured text (e.g., Web crawls).
C. Algorithms that require applying the same mathematical function to large numbers of individual binary records.
D. Algorithms that requite global, shared state.
E. Relational operations on large amounts of structured and semi structured data.
Answer: D
Explanation:
See 3) below. Limitations of Mapreduce-where not to use Mapreduce
While very powerful and applicable to a wide variety of problems, MapReduce is not the answer to every problem. Here are some problems I found where MapReudce is not suited and some papers that address the limitations of MapReuce.
1.Computation depends on previously computed values If the computation of a value depends on previously computed values, then MapReduce cannot be used. One good example is the Fibonacci series where each value is summation of the previous two values. i.e., f(k+2) = f(k+1) + f(k). Also, if the data set is small enough to be computed on a single machine, then it is better to do it as a single reduce(map(data)) operation rather than going through the entire map reduce process.
2.Full-text indexing or ad hoc searching The index generated in the Map step is one dimensional, and the Reduce step must not generate a large amount of data or there will be a serious performance degradation. For example, CouchDB's MapReduce may not be a good fit for full-text indexing or ad hoc searching. This is a problem better suited for a tool such as Lucene.
3.Algorithms depend on shared global state Solutions to many interesting problems in text processing do not require global synchronization.As a result, they can be expressed naturally in MapReduce, since map and reduce tasks run independently and in isolation. However, there are many examples of algorithms that depend crucially on the existence of shared global state during processing, making them difficult to implement in MapReduce (since the single opportunity for global synchronization in MapReduce is the barrier between the map and reduce phases of processing)
Reference: Limitations of Mapreduce-where not to use Mapreduce

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