Question 585 of 991

Deploying and Managing Generative AI on OCI →mediumMultiple ChoiceObjective-mapped

1Z0-1127 Deploying and Managing Generative AI on OCI Practice Question

This 1Z0-1127 practice question tests your understanding of deploying and managing generative ai on oci. 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.

A team is fine-tuning a foundation model on a large dataset stored in OCI Object Storage. They want to minimize data transfer costs. What is the best practice for locating the storage?

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.
Clue: "minimum / minimize"
Why it matters: Asks for the least resource use — fewest addresses, smallest subnet, lowest overhead. Eliminate over-provisioned options even if they would technically work.

A
Place the bucket in the same region and availability domain as the fine-tuning job
Why wrong: Incorrect: Availability domain does not affect data transfer costs; same region is sufficient.
B
Use OCI File Storage instead of Object Storage
Why wrong: Incorrect: File Storage may have higher costs and is not optimized for large-scale training data.
C
Use a cross-region bucket to leverage geographically distributed data
Why wrong: Incorrect: Cross-region data transfer incurs egress costs.
D
Place the bucket in the same region as the fine-tuning job
Correct: Same-region transfer is free of charge.

Full breakdown with real-world context →

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

✓

Place the bucket in the same region as the fine-tuning job

Option D is correct because placing the Object Storage bucket in the same OCI region as the fine-tuning job eliminates cross-region data transfer charges. OCI charges egress fees when data moves between regions, but intra-region data transfer between services in the same region is free. This minimizes costs while keeping the data accessible for the fine-tuning workload.

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.

✗
Place the bucket in the same region and availability domain as the fine-tuning job
Why it's wrong here
Incorrect: Availability domain does not affect data transfer costs; same region is sufficient.
✗
Use OCI File Storage instead of Object Storage
Why it's wrong here
Incorrect: File Storage may have higher costs and is not optimized for large-scale training data.
✗
Use a cross-region bucket to leverage geographically distributed data
Why it's wrong here
Incorrect: Cross-region data transfer incurs egress costs.
✓
Place the bucket in the same region as the fine-tuning job
Why this is correct
Correct: Same-region transfer is free of charge.
Clue confirmation
The clue words "best", "minimum / minimize" in the question point toward this answer.
Related concept
Read the scenario before looking for a memorised answer.

Common exam traps

Common exam trap: answer the scenario, not the keyword

Oracle often tests the misconception that specifying an availability domain (Option A) is necessary for cost optimization, when in fact Object Storage buckets are regional and availability domain selection is irrelevant for data transfer costs.

Detailed technical explanation

How to think about this question

Under the hood, OCI Object Storage uses a flat namespace with regional endpoints (e.g., https://objectstorage.us-ashburn-1.oraclecloud.com). When a fine-tuning job runs in the same region, data is served from the local Object Storage infrastructure without traversing regional boundaries. In contrast, cross-region data transfer uses OCI's backbone network, which incurs per-GB egress costs (typically $0.01–$0.02/GB). For large datasets (e.g., terabytes), this can add significant expense, making region alignment a critical cost optimization.

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.

TExam Day Tips

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 1Z0-1127 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 exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.

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FAQ

Questions learners often ask

What does this 1Z0-1127 question test?

Deploying and Managing Generative AI on OCI — This question tests Deploying and Managing Generative AI on OCI — Read the scenario before looking for a memorised answer..

What is the correct answer to this question?

The correct answer is: Place the bucket in the same region as the fine-tuning job — Option D is correct because placing the Object Storage bucket in the same OCI region as the fine-tuning job eliminates cross-region data transfer charges. OCI charges egress fees when data moves between regions, but intra-region data transfer between services in the same region is free. This minimizes costs while keeping the data accessible for the fine-tuning workload.

What should I do if I get this 1Z0-1127 question wrong?

Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.

Are there clue words in this question I should notice?

Yes — watch for: "best", "minimum / minimize". 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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