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EMC Dell Information Storage and Management Foundations v2 Exam Sample Questions (Q38-Q43):
NEW QUESTION # 38
Question:
What is the first step in a machine learning process?
Answer: D
Explanation:
Collecting the datasetsis the first step in any machine learning (ML) process. Without data, the ML system cannot function. Steps include:
1##Collecting datasets:Gathering data relevant to the problem to train and validate the ML model.
2##Analyzing data:Cleaning and exploring data for patterns.
3##Selecting learning type:Deciding between supervised, unsupervised, or reinforcement learning.
4##Training the model:Using the data to build predictive models.
Reference:Dell Information Storage and Management Foundations 2023 Study Guide, Section: AI/ML Fundamentals.
NEW QUESTION # 39
Question:
What is the role of the storage node in a backup architecture?
Answer: D
Explanation:
Astorage nodeis a component in a backup architecture that handles the actualdata movementduring the backup process:
Itorganizesthe backup data stream.
Itwritesthe data to the backup target (disk, tape, or cloud).
It does not manage policies or schedules (that's the role of the backup server or management console).
* Option A:Monitoring is done by the backup server or management tools.
* Option C:Backup management (scheduling, policies) is also handled by the backup server.
* Option D:Deduplication may be part of the process but is not theprimary roleof a storage node.
Reference:Dell Information Storage and Management Foundations 2023 Study Guide, Section: Backup Architecture - Components.
NEW QUESTION # 40
Question:
(Refer to exhibit diagram)
The diagram shows a SAN zoning configuration with three zones: Zone 1 (Mixed), Zone 2 (WWN), and Zone
3 (Port). Which zoning type is used in Zone 2?
Answer: C
Explanation:
WWN zoninguses theWorld Wide Names(unique identifiers) of devices (HBAs and targets) to define zone membership.
Offers flexibility: devices can be moved to different ports without reconfiguring zoning.
Common in modern SAN environments.
* Port zoninguses physical port numbers for zone membership.
* Mixed zoningcombines port and WWN methods.
* No zoningwould not segment traffic.
Reference:Dell Information Storage and Management Foundations 2023 Study Guide, Section: SAN Zoning Concepts.
NEW QUESTION # 41
Question:
What is a key challenge in managing the variety aspects of Big Data?
Answer: B
Explanation:
Big Data's"variety"refers to the challenge of integrating different data types (structured, semi-structured, unstructured) from various sources.
The key challenge is tocombine and manage this data cost-effectively, ensuring analytics systems can process it seamlessly.
* Generating real-time datais about velocity, not variety.
* Storing data over yearsis about volume.
* Reducing volumeis more about data management, not variety.
Reference:Dell Information Storage and Management Foundations 2023 Study Guide, Section: Big Data Characteristics.
NEW QUESTION # 42
Question:
A company is experiencing slow write performance on its RAID 6 array. What is the most likely cause of this performance bottleneck?
Answer: C
Explanation:
RAID 6 uses dual parity to provide fault tolerance, which requires additional calculations during write operations. This introduces a write penalty, as the system must compute and write two sets of parity data for each write operation, leading to slower write performance compared to other RAID levels.
* Insufficient storage on the RAID controller:Would affect storage capacity, not write performance.
* High read I/O load on the array:Impacts read performance, not write performance.
* Increased network latency:Affects data transfer times but not the internal write operations of the RAID array.
* Write penalty associated with dual parity calculations:The most likely cause of slow write performance in RAID 6.
Reference:Dell Information Storage and Management Foundations 2023 Study Guide, Section: RAID.
NEW QUESTION # 43
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