- A
Migrate the table to Amazon Aurora PostgreSQL with a secondary index on account_id and transaction_timestamp.
Why wrong: Migrating to a relational database is a significant change and may not be necessary.
- B
Create a Global Secondary Index (GSI) with account_id as partition key and transaction_timestamp as sort key, and query the GSI with ScanIndexForward set to false.
A GSI with the desired sort key allows efficient descending queries.
- C
Enable DynamoDB Accelerator (DAX) to cache query results.
Why wrong: DAX caches results but does not improve the efficiency of the initial query; it also adds latency for cache misses.
- D
Increase the provisioned read capacity to 20,000 RCUs to handle the load.
Why wrong: The issue is not capacity; consumed RCUs are at 60%, so more capacity won't reduce latency.
DBS-C01 Workload-Specific Database Design Practice Question
This DBS-C01 practice question tests your understanding of workload-specific database design. The scenario asks you to isolate a root cause — eliminate options that address a different problem before choosing. 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 company runs a financial analytics platform on Amazon DynamoDB. The table stores transaction records with a partition key of account_id and a sort key of transaction_timestamp. Each account has thousands of transactions. The application frequently queries the most recent transactions for a given account_id, sorted by timestamp in descending order. Recently, as the number of accounts grew, the query latency increased significantly. The DynamoDB table has provisioned read capacity of 10,000 RCUs, and CloudWatch metrics show that consumed read capacity is at 60%. The database specialist suspects that the issue is due to the query pattern. Which action should the database specialist take to reduce query latency?
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
Create a Global Secondary Index (GSI) with account_id as partition key and transaction_timestamp as sort key, and query the GSI with ScanIndexForward set to false.
Option B is correct because creating a Global Secondary Index (GSI) with account_id as the partition key and transaction_timestamp as the sort key allows the application to query the most recent transactions for a given account_id efficiently. By setting ScanIndexForward to false in the query, DynamoDB returns items in descending order by sort key, which directly matches the query pattern. This avoids the need to scan all transactions for an account and then sort them, significantly reducing latency. The existing table's sort key is transaction_timestamp, but the query pattern requires descending order; the GSI provides an optimized access path without changing the base table structure.
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.
- ✗
Migrate the table to Amazon Aurora PostgreSQL with a secondary index on account_id and transaction_timestamp.
Why it's wrong here
Migrating to a relational database is a significant change and may not be necessary.
- ✓
Create a Global Secondary Index (GSI) with account_id as partition key and transaction_timestamp as sort key, and query the GSI with ScanIndexForward set to false.
Why this is correct
A GSI with the desired sort key allows efficient descending queries.
Related concept
Read the scenario before looking for a memorised answer.
- ✗
Enable DynamoDB Accelerator (DAX) to cache query results.
Why it's wrong here
DAX caches results but does not improve the efficiency of the initial query; it also adds latency for cache misses.
- ✗
Increase the provisioned read capacity to 20,000 RCUs to handle the load.
Why it's wrong here
The issue is not capacity; consumed RCUs are at 60%, so more capacity won't reduce latency.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates may think increasing RCUs or adding caching (DAX) will solve latency issues, but the real problem is the inefficient query pattern that requires scanning and sorting all items for an account, which a properly designed GSI with ScanIndexForward=false directly addresses.
Detailed technical explanation
How to think about this question
When querying a DynamoDB table with a partition key and sort key, the ScanIndexForward parameter controls the order of results; setting it to false returns items in descending sort key order. However, if the base table's sort key is not the timestamp, or if the query pattern requires a different sort order, a GSI with the desired partition and sort key allows efficient retrieval without scanning all items. Under the hood, DynamoDB stores items in sorted order by partition key and sort key within each partition; a GSI replicates data with its own partition and sort key, enabling targeted queries that avoid full partition scans. In this scenario, the base table's sort key is transaction_timestamp, but the query pattern requires descending order; the GSI with the same sort key but queried with ScanIndexForward=false directly returns the most recent transactions without additional sorting.
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 company's IT admin needs to give a contractor read-only access to production logs without sharing account credentials. Using role-based access control (RBAC) and temporary scoped permissions — not a permanent shared password — is the correct pattern. Questions like this test whether you can apply least-privilege access across cloud identity services.
What to study next
Got this wrong? Here's your next step.
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FAQ
Questions learners often ask
What does this DBS-C01 question test?
Workload-Specific Database Design — This question tests Workload-Specific Database Design — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Create a Global Secondary Index (GSI) with account_id as partition key and transaction_timestamp as sort key, and query the GSI with ScanIndexForward set to false. — Option B is correct because creating a Global Secondary Index (GSI) with account_id as the partition key and transaction_timestamp as the sort key allows the application to query the most recent transactions for a given account_id efficiently. By setting ScanIndexForward to false in the query, DynamoDB returns items in descending order by sort key, which directly matches the query pattern. This avoids the need to scan all transactions for an account and then sort them, significantly reducing latency. The existing table's sort key is transaction_timestamp, but the query pattern requires descending order; the GSI provides an optimized access path without changing the base table structure.
What should I do if I get this DBS-C01 question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Last reviewed: Jun 24, 2026
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