SPLK-1002 Data Models and Best Practices Practice Question
This SPLK-1002 practice question tests your understanding of data models and best practices. Read the scenario carefully and evaluate each option against the stated constraints before committing to an answer. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
Which two of the following are best practices when designing Splunk data models? (Choose two.)
Clue words in this question
Noticing these words before you look at the options changes how you read each choice.
Clue: "best"
Why it matters: Signals that multiple options may be partially correct. Choose the option that most directly solves the exact problem described, not the one that sounds most complete.
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Avoid using wildcards in field names.
Option A is correct because using wildcards in field names can lead to performance issues and should be avoided. Option D is correct because data model acceleration should be enabled for large datasets to improve search performance. Option B is wrong because constraints should be defined to filter out unnecessary events, not omitted. Option C is wrong because there is no strict limit of 100 fields; the limit is based on performance. Option E is wrong because time-based constraints are essential for efficient data model searches.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
✗
Limit the number of fields to no more than 100.
Why it's wrong here
There is no hard limit; the number of fields should be based on performance testing.
✓
Avoid using wildcards in field names.
Why this is correct
Wildcards in field names can cause performance degradation and should be avoided.
Clue confirmation
The clue word "best" in the question point toward this answer.
Related concept
Read the scenario before looking for a memorised answer.
✗
Avoid time-based constraints to ensure all historical data is searchable.
Why it's wrong here
Time-based constraints help optimize search performance and should be used appropriately.
✓
Enable acceleration for large datasets.
Why this is correct
Acceleration pre-computes summaries for faster search performance on large datasets.
Clue confirmation
The clue word "best" in the question point toward this answer.
Related concept
Read the scenario before looking for a memorised answer.
✗
Leave constraints undefined to include all events.
Why it's wrong here
Constraints should be defined to filter events and improve search efficiency.
Common exam traps
Common exam trap: answer the scenario, not the keyword
Many certification questions include familiar terms but test a specific constraint. Read the exact wording before choosing an answer that is generally true but wrong for this case.
Detailed technical explanation
How to think about this question
This question should be treated as a scenario, not a definition check. Identify the problem, the constraint and the best action. Then compare each option against those facts.
KKey Concepts to Remember
Read the scenario before looking for a memorised answer.
Find the constraint that changes the correct option.
Eliminate answers that are true in general but not in this case.
Use explanations to understand the rule behind the answer.
TExam Day Tips
→Underline the problem statement mentally.
→Watch for words such as best, first, most likely and least administrative effort.
→Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
A practitioner preparing for the SPLK-1002 exam encounters this exact type of scenario on the job. The correct answer here is not the most general option — it is the best answer for the specific constraint described. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Real exam questions reward reading the full scenario before eliminating options, because the constraint defines which answer fits.
What to study next
Got this wrong? Here's your next step.
Identify which SPLK-1002 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
Data Models and Best Practices — This question tests Data Models and Best Practices — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Avoid using wildcards in field names. — Option A is correct because using wildcards in field names can lead to performance issues and should be avoided. Option D is correct because data model acceleration should be enabled for large datasets to improve search performance. Option B is wrong because constraints should be defined to filter out unnecessary events, not omitted. Option C is wrong because there is no strict limit of 100 fields; the limit is based on performance. Option E is wrong because time-based constraints are essential for efficient data model searches.
What should I do if I get this SPLK-1002 question wrong?
Identify which SPLK-1002 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
Are there clue words in this question I should notice?
Yes — watch for: "best". Signals that multiple options may be partially correct. Choose the option that most directly solves the exact problem described, not the one that sounds most complete.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Question Discussion
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