1Which database type is most appropriate for structured data that requires joins and ACID transactions?
Database layer considerations and use cases
Easy
A.Relational database
B.Graph database
C.In-memory cache
D.Key-value database
Correct Answer: Relational database
Explanation:
Relational databases support structured tables, joins, and ACID transactions.
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2Which factor should be considered when selecting a database for an application?
Database layer considerations and use cases
Easy
A.Source code font
B.Developer screen size
C.Application access patterns
D.Office network color
Correct Answer: Application access patterns
Explanation:
Access patterns show how an application reads and writes data, helping determine the most suitable database.
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3Which database characteristic is most important for an online payment system?
Database layer considerations and use cases
Easy
A.Image compression
B.Transaction consistency
C.File archiving
D.Video streaming
Correct Answer: Transaction consistency
Explanation:
Payment systems require consistent transactions so that financial data remains accurate.
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4What is Amazon Relational Database Service (Amazon RDS)?
Amazon RDS features and connection management
Easy
A.A virtual private network service
B.A managed relational database service
C.A managed object storage service
D.A source code repository service
Correct Answer: A managed relational database service
Explanation:
Amazon RDS simplifies the setup, operation, and scaling of relational databases on AWS.
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5Which Amazon RDS feature pools and shares database connections to improve application scalability?
Amazon RDS features and connection management
Easy
A.AWS Direct Connect
B.Amazon RDS Proxy
C.Amazon RDS Snapshot
D.Amazon Route 53
Correct Answer: Amazon RDS Proxy
Explanation:
Amazon RDS Proxy pools and reuses database connections, reducing the connection-management load.
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6What should an application normally use to connect to an Amazon RDS database instance?
Amazon RDS features and connection management
Easy
A.The subnet identifier
B.The backup window
C.The snapshot identifier
D.The database endpoint
Correct Answer: The database endpoint
Explanation:
The RDS endpoint provides the hostname that applications use to connect to the database.
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7Which task is generally managed by Amazon RDS?
Amazon RDS features and connection management
Easy
A.Database software patching
B.Business data entry
C.Application interface design
D.Client device maintenance
Correct Answer: Database software patching
Explanation:
Amazon RDS manages common administrative tasks such as software patching and infrastructure maintenance.
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8What is a primary purpose of Amazon RDS automated backups?
Automated backups and read replicas in RDS
Easy
A.Creating user interfaces for applications
B.Restoring a database to a point in time
C.Converting relational data into graph data
D.Increasing the number of database tables
Correct Answer: Restoring a database to a point in time
Explanation:
Automated backups support point-in-time recovery within the configured retention period.
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9What is the main purpose of an Amazon RDS read replica?
Automated backups and read replicas in RDS
Easy
A.Scaling read workloads
B.Replacing all backups
C.Managing network routing
D.Scaling write workloads
Correct Answer: Scaling read workloads
Explanation:
Read replicas offload read queries from the primary database and improve read scalability.
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10How is data typically copied from an Amazon RDS source database to a read replica?
Automated backups and read replicas in RDS
Easy
A.Using asynchronous replication
B.Using manual file uploads
C.Using DNS zone transfers
D.Using browser-based downloads
Correct Answer: Using asynchronous replication
Explanation:
RDS read replicas generally use asynchronous replication, so a small replication delay may occur.
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11What type of database is Amazon DynamoDB?
Amazon DynamoDB and other purpose-built databases
Easy
A.A graph-only database
B.A key-value and document database
C.A traditional relational database
D.A ledger-only database
Correct Answer: A key-value and document database
Explanation:
Amazon DynamoDB is a fully managed NoSQL database supporting key-value and document data models.
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12Which key component determines how Amazon DynamoDB distributes data across partitions?
Amazon DynamoDB and other purpose-built databases
Easy
A.Backup key
B.Partition key
C.Foreign key
D.Encryption key
Correct Answer: Partition key
Explanation:
DynamoDB uses the partition key value to determine where an item is stored.
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13Which AWS database service is designed for highly connected graph data?
Amazon DynamoDB and other purpose-built databases
Easy
A.Amazon Timestream
B.Amazon Redshift
C.Amazon ElastiCache
D.Amazon Neptune
Correct Answer: Amazon Neptune
Explanation:
Amazon Neptune is a purpose-built graph database for relationships and highly connected datasets.
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14Which AWS service is designed primarily for in-memory caching?
Amazon DynamoDB and other purpose-built databases
Easy
A.Amazon RDS
B.Amazon DocumentDB
C.Amazon Neptune
D.Amazon ElastiCache
Correct Answer: Amazon ElastiCache
Explanation:
Amazon ElastiCache provides managed in-memory caching using engines such as Valkey, Memcached, and Redis OSS.
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15Which AWS service helps migrate data between databases while minimizing application downtime?
Migrating databases to AWS
Easy
A.AWS Database Migration Service
B.AWS CloudFormation
C.AWS Artifact
D.AWS CodeCommit
Correct Answer: AWS Database Migration Service
Explanation:
AWS Database Migration Service (AWS DMS) supports database migrations with minimal downtime.
Incorrect! Try again.
16Which AWS tool helps convert a source database schema to a different target database engine?
Migrating databases to AWS
Easy
A.AWS Security Hub
B.AWS Systems Manager
C.AWS Schema Conversion Tool
D.AWS Storage Gateway
Correct Answer: AWS Schema Conversion Tool
Explanation:
AWS Schema Conversion Tool helps convert schemas and database code for heterogeneous migrations.
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17What should an organization do before beginning a database migration to AWS?
Migrating databases to AWS
Easy
A.Disable database monitoring
B.Delete all source backups
C.Assess the source database
D.Remove access controls
Correct Answer: Assess the source database
Explanation:
Assessing the source database helps identify its size, dependencies, compatibility, and migration requirements.
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18Which practice improves database availability in the AWS Cloud?
Applying Well-Architected principles to the database layer
Easy
A.Disabling automated failover
B.Deploying across multiple Availability Zones
C.Keeping a single database copy
D.Using only one storage volume
Correct Answer: Deploying across multiple Availability Zones
Explanation:
A Multi-AZ design improves availability by providing database resources in separate Availability Zones.
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19Which security principle grants database users only the permissions they need?
Applying Well-Architected principles to the database layer
Easy
A.Open access
B.Least privilege
C.Horizontal scaling
D.Maximum throughput
Correct Answer: Least privilege
Explanation:
Least privilege reduces security risk by limiting users and applications to required permissions.
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20Which practice supports cost optimization for the database layer?
Applying Well-Architected principles to the database layer
Easy
A.Retaining unused databases
B.Disabling usage monitoring
C.Overprovisioning every instance
D.Right-sizing database resources
Correct Answer: Right-sizing database resources
Explanation:
Right-sizing matches database capacity to workload needs and helps avoid unnecessary cost.
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21An application requires complex joins, strong referential integrity, and transactions across several related tables. Which database type is the most appropriate choice?
Database layer considerations and use cases
Medium
A.Relational database
B.Object storage
C.Key-value database
D.Graph database
Correct Answer: Relational database
Explanation:
Relational databases support structured schemas, joins, referential integrity, and ACID transactions across related tables.
Incorrect! Try again.
22A social networking application frequently queries relationships such as friends, followers, and mutual connections. Which database model best fits this workload?
Database layer considerations and use cases
Medium
A.Relational database
B.Columnar warehouse
C.File-based database
D.Graph database
Correct Answer: Graph database
Explanation:
Graph databases are designed to represent entities and relationships, making traversal queries efficient.
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23An application stores session data using a unique session identifier and needs very fast lookups without complex queries. Which database pattern is most suitable?
Database layer considerations and use cases
Medium
A.Graph database
B.Key-value database
C.Relational database
D.Data warehouse
Correct Answer: Key-value database
Explanation:
Key-value databases provide efficient access when each item is retrieved primarily by a unique key.
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24A team wants Amazon RDS to apply minor database engine patches during a predictable maintenance window. Which configuration should they use?
Amazon RDS features and connection management
Medium
A.Read replica schedule
B.Backup retention period
C.Parameter group family
D.Preferred maintenance window
Correct Answer: Preferred maintenance window
Explanation:
The preferred maintenance window defines when routine maintenance activities, such as minor upgrades, should occur.
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25An application should continue connecting to an RDS database after a failover without changing its configured endpoint. Which endpoint should it use?
Amazon RDS features and connection management
Medium
A.The database engine port
B.The replica instance endpoint
C.The RDS instance endpoint
D.The host server address
Correct Answer: The RDS instance endpoint
Explanation:
The RDS endpoint is designed to redirect connections to the active database instance after failover.
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26A connection pool keeps many idle connections open and causes the database to reach its connection limit. Which change most directly addresses the issue?
Amazon RDS features and connection management
Medium
A.Add a read replica
B.Reduce pool size
C.Change the storage class
D.Increase backup retention
Correct Answer: Reduce pool size
Explanation:
Reducing the connection pool size limits the number of idle and active connections maintained by the application.
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27An organization needs database credentials to rotate automatically without storing long-lived passwords in application configuration files. Which approach is most appropriate?
Amazon RDS features and connection management
Medium
A.Use AWS Secrets Manager
B.Store passwords in user data
C.Save passwords in public parameters
D.Embed passwords in SQL queries
Correct Answer: Use AWS Secrets Manager
Explanation:
AWS Secrets Manager securely stores credentials and supports automated rotation for supported database services.
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28A company wants to restore an RDS database to a specific point during the last seven days after accidental data deletion. Which feature should it enable?
Automated backups and read replicas in RDS
Medium
A.Multi-AZ deployment
B.Automated backups
C.Manual snapshots only
D.Read replicas
Correct Answer: Automated backups
Explanation:
Automated backups support point-in-time recovery within the configured backup retention period.
Incorrect! Try again.
29A reporting workload is increasing read traffic on a production RDS database. The reports can tolerate slightly stale data. What is the best solution?
Automated backups and read replicas in RDS
Medium
A.Disable automated backups
B.Move the database to object storage
C.Increase the backup window
D.Create a read replica
Correct Answer: Create a read replica
Explanation:
A read replica asynchronously copies data and can serve read-only workloads, reducing read pressure on the primary instance.
Incorrect! Try again.
30A read replica has increasing replication lag during large reporting queries. Which action is most likely to reduce the impact?
Automated backups and read replicas in RDS
Medium
A.Scale the replica instance
B.Disable encryption
C.Reduce backup retention
D.Change the primary endpoint
Correct Answer: Scale the replica instance
Explanation:
Increasing the replica's compute capacity can help it process replicated changes and queries more quickly.
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31A database must remain available if the underlying Availability Zone becomes unavailable, with automatic failover for the primary workload. Which RDS option should be selected?
Automated backups and read replicas in RDS
Medium
A.Multi-AZ deployment
B.Read replica deployment
C.Single-AZ storage scaling
D.Manual snapshot schedule
Correct Answer: Multi-AZ deployment
Explanation:
A Multi-AZ deployment maintains a synchronous standby in another Availability Zone and supports automatic failover.
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32A DynamoDB table is queried by CustomerId and sorted by OrderDate. Which key design best supports this access pattern?
Amazon DynamoDB and other purpose-built databases
Medium
A.Partition key OrderDate and sort key CustomerId
B.Partition key CustomerId and sort key OrderDate
C.Sort key CustomerId only
D.Partition key CustomerId only
Correct Answer: Partition key CustomerId and sort key OrderDate
Explanation:
Using CustomerId as the partition key groups a customer's orders, while OrderDate enables ordered range queries.
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33A DynamoDB workload has unpredictable traffic and requires automatic capacity adjustment while maintaining low latency. Which feature is most appropriate?
Amazon DynamoDB and other purpose-built databases
Medium
A.On-demand capacity mode
B.DynamoDB export only
C.Manual table backups
D.Fixed provisioned capacity
Correct Answer: On-demand capacity mode
Explanation:
On-demand capacity automatically handles variable request rates without requiring capacity planning or provisioning.
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34An application needs to retrieve DynamoDB items by email address, but the table's primary key is UserId. What should be created?
Amazon DynamoDB and other purpose-built databases
Medium
A.A database snapshot
B.A new Availability Zone
C.A global secondary index
D.A read-only RDS replica
Correct Answer: A global secondary index
Explanation:
A global secondary index supports queries using attributes other than the table's primary key.
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35A financial application needs highly durable, scalable storage for immutable event records that are rarely updated. Which purpose-built option is most suitable?
Amazon DynamoDB and other purpose-built databases
Medium
A.Amazon Neptune
B.Amazon RDS
C.Amazon ElastiCache
D.Amazon S3
Correct Answer: Amazon S3
Explanation:
Amazon S3 provides durable, scalable object storage and is well suited to immutable event records and archival data.
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36A company needs to migrate a running on-premises database to AWS while minimizing downtime. Which AWS service is designed for this requirement?
Migrating databases to AWS
Medium
A.Amazon CloudFront
B.AWS Database Migration Service
C.AWS Snowball Edge
D.AWS Trusted Advisor
Correct Answer: AWS Database Migration Service
Explanation:
AWS DMS can perform ongoing replication from the source database, allowing a cutover with limited downtime.
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37A migration project moves from one database engine to another and requires schema and code conversion. Which AWS tool should be used with the migration service?
Migrating databases to AWS
Medium
A.Amazon Route 53
B.AWS Schema Conversion Tool
C.AWS Cost Explorer
D.Amazon Inspector
Correct Answer: AWS Schema Conversion Tool
Explanation:
AWS SCT assesses and converts schemas, stored procedures, and other database objects for heterogeneous migrations.
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38Before migrating a large database, the team wants to identify unsupported features and estimate conversion effort. What should it do first?
Migrating databases to AWS
Medium
A.Delete unused source tables
B.Disable all source indexes
C.Increase application timeouts
D.Assess source compatibility
Correct Answer: Assess source compatibility
Explanation:
Compatibility assessment reveals unsupported features, conversion requirements, and potential migration risks before execution.
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39A database contains sensitive customer information. Which design best supports the security pillar of the AWS Well-Architected Framework?
Applying Well-Architected principles to the database layer
Medium
A.Disable audit logging
B.Encrypt data at rest and in transit
C.Use shared administrator credentials
D.Expose the database publicly
Correct Answer: Encrypt data at rest and in transit
Explanation:
Encryption protects stored data and network traffic, reducing the risk of unauthorized disclosure.
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40A database workload varies significantly during the day, and the team wants to control costs without reducing required performance. Which practice aligns best with cost optimization?
Applying Well-Architected principles to the database layer
Medium
A.Provision maximum capacity permanently
B.Disable performance monitoring
C.Store every dataset in memory
D.Right-size resources from metrics
Correct Answer: Right-size resources from metrics
Explanation:
Monitoring actual utilization supports right-sizing, which avoids paying for unused database capacity while preserving performance.
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41A financial application requires strongly consistent balances, multi-row ACID transactions, complex joins, and auditable point-in-time recovery. Which database architecture best satisfies these requirements?
Database layer considerations and use cases
Hard
A.A globally replicated key-value store with eventual consistency
B.A relational database with synchronous transactions and managed backups
C.A graph database with property-based relationship indexing
D.An object store with metadata-based partition queries
Correct Answer: A relational database with synchronous transactions and managed backups
Explanation:
Relational databases are appropriate when the workload requires ACID transactions, joins, referential integrity, and structured recovery controls.
Incorrect! Try again.
42An order system receives unpredictable traffic spikes. Most requests retrieve an order by customer ID and timestamp, while writes must remain durable and highly available. Which design most directly improves scalability without introducing cross-record joins?
Database layer considerations and use cases
Hard
A.Store each order as a separate object without indexes
B.Use a wide-column store with a customer-time partition key
C.Normalize orders across several relational tables
D.Use a graph model with customer vertices and order edges
Correct Answer: Use a wide-column store with a customer-time partition key
Explanation:
A wide-column database can scale horizontally for predictable access patterns when the partition key distributes traffic and supports the required query directly.
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43A team plans to select a database solely by comparing benchmarked transactions per second. Which additional evaluation is most important before making the decision?
Database layer considerations and use cases
Hard
A.Measure access patterns, consistency needs, recovery objectives, and operational effort
B.Prefer the database with the largest number of supported data types
C.Compare only the database engine license fees
D.Select the engine with the highest single-node throughput
Database suitability depends on workload shape, consistency, durability, recovery, scaling, and operations, not on an isolated throughput benchmark.
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44An Amazon RDS database experiences connection exhaustion whenever the application scales out. Query latency is normal, but many connections remain idle. Which change best addresses the root cause?
Amazon RDS features and connection management
Hard
A.Enable a read replica for every application instance
B.Place a connection pooler such as RDS Proxy between clients and RDS
C.Increase the database backup retention period
D.Increase the database storage volume size
Correct Answer: Place a connection pooler such as RDS Proxy between clients and RDS
Explanation:
RDS Proxy pools and multiplexes connections, reducing connection churn and protecting the database from large numbers of idle client connections.
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45An application must reconnect automatically after an RDS Multi-AZ failover. Which connection strategy is most appropriate?
Amazon RDS features and connection management
Hard
A.Cache the current instance IP address permanently
B.Connect directly to the standby instance identifier
C.Resolve the endpoint once and disable DNS caching controls
D.Use the RDS endpoint and implement retry with backoff
Correct Answer: Use the RDS endpoint and implement retry with backoff
Explanation:
The RDS endpoint is maintained across failover. Clients should reconnect using it and retry transient connection failures with bounded backoff.
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46A production RDS instance is in a private subnet, while an application runs in another VPC. The application cannot connect even though the RDS security group allows its port. Which missing condition is most likely?
Amazon RDS features and connection management
Hard
A.The VPCs lack private routing through peering or Transit Gateway
B.The application uses a Multi-AZ deployment
C.The RDS instance has automated backups enabled
D.The database parameter group lacks a read-only flag
Correct Answer: The VPCs lack private routing through peering or Transit Gateway
Explanation:
Security groups permit traffic only after network reachability exists. Cross-VPC private access also requires connectivity and route-table configuration.
Incorrect! Try again.
47A database administrator changes an RDS parameter, but the engine behavior does not change immediately. Which explanation is most accurate?
Amazon RDS features and connection management
Hard
A.The parameter may be static and require a pending reboot
B.Parameter changes affect replicas but never the primary
C.All RDS parameters apply immediately without restart
D.RDS applies parameters only after a storage resize
Correct Answer: The parameter may be static and require a pending reboot
Explanation:
RDS parameters can be dynamic or static. Static parameters generally require a reboot before the new value takes effect.
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48A company needs recovery to any point within the last 21 days after accidental deletes. It also needs to offload reporting queries from the production database. Which combination is correct?
Automated backups and read replicas in RDS
Hard
A.Manual snapshots and Multi-AZ only
B.Multi-AZ with a cross-Region snapshot copied once
C.Automated backups with 21-day retention and a read replica
D.A read replica with no backup retention and a larger volume
Correct Answer: Automated backups with 21-day retention and a read replica
Explanation:
Automated backups support point-in-time recovery within the retention window, while read replicas serve read workloads asynchronously.
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49A read replica is several minutes behind the primary during a reporting burst. The business requires reports to reflect committed transactions immediately after an order confirmation. What is the best change?
Automated backups and read replicas in RDS
Hard
A.Route confirmation reads to the asynchronous replica
B.Disable automated backups on the primary
C.Route consistency-sensitive reads to the primary
D.Increase backup retention on the replica
Correct Answer: Route consistency-sensitive reads to the primary
Explanation:
RDS read replicas use asynchronous replication, so they can lag. Reads requiring current committed data must use the primary or another synchronous design.
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50A read replica is promoted after a primary failure. Which operational consequence must the application team account for?
Automated backups and read replicas in RDS
Hard
A.The promoted replica automatically becomes a Multi-AZ standby
B.Replication stops and the promoted instance becomes independently writable
C.The original primary resumes replication without configuration
D.All source database parameter settings are discarded
Correct Answer: Replication stops and the promoted instance becomes independently writable
Explanation:
Promotion breaks the replica relationship and makes the instance an independent primary. Rebuilding replication or redesigning topology may be required.
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51A team wants a read replica in another Region for disaster recovery. Which issue most directly affects the recovery design?
Automated backups and read replicas in RDS
Hard
A.Read replicas cannot be promoted in any Region
B.Cross-Region replication is asynchronous and may lose recent commits
C.Automated backups are permanently disabled on the source
D.Cross-Region replication is synchronous with zero lag
Correct Answer: Cross-Region replication is asynchronous and may lose recent commits
Explanation:
Cross-Region read-replica replication is asynchronous. The recovery point objective must account for replication lag and possible loss of recent transactions.
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52An RDS backup window overlaps with a nightly batch job and causes unacceptable I/O contention. Which response best reduces operational impact?
Automated backups and read replicas in RDS
Hard
A.Move the backup window outside the batch workload
B.Convert the primary immediately into a read replica
C.Reduce the backup retention period to one hour
D.Disable all automated backups permanently
Correct Answer: Move the backup window outside the batch workload
Explanation:
Scheduling the backup window during a low-traffic period reduces contention while preserving automated recovery capability.
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53A DynamoDB table uses tenantId as its partition key. One tenant generates 70% of all traffic, causing throttling despite unused total table capacity. What is the best redesign?
Amazon DynamoDB and other purpose-built databases
Hard
A.Create a global secondary index on the same key
B.Add a write-sharding suffix to distribute the hot tenant
C.Increase item size to improve partition utilization
D.Replace the partition key with a constant value
Correct Answer: Add a write-sharding suffix to distribute the hot tenant
Explanation:
A hot logical key can concentrate traffic on one partition. Sharding the key spreads requests across physical partitions, with reads querying the relevant shards.
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54A DynamoDB workload requires atomic updates to an account balance and a ledger item, rejecting the operation if either condition is invalid. Which feature best fits?
Amazon DynamoDB and other purpose-built databases
Hard
A.A global secondary index with projected attributes
B.A eventually consistent query followed by two independent writes
C.A scan followed by a batch write operation
D.A transactional write with conditional expressions
Correct Answer: A transactional write with conditional expressions
Explanation:
DynamoDB transactions provide atomicity across items, while conditional expressions enforce business invariants such as sufficient balance.
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55A DynamoDB item is updated with a conditional expression, but a client retry may submit the same logical request twice after a timeout. Which mechanism most directly prevents duplicate business effects?
Amazon DynamoDB and other purpose-built databases
Hard
A.Project all attributes into a local secondary index
B.Use eventually consistent reads before every retry
C.Increase the table's provisioned read capacity
D.Use an idempotency token stored and checked with a conditional write
Correct Answer: Use an idempotency token stored and checked with a conditional write
Explanation:
An idempotency record or token lets the service recognize repeated requests and conditionally apply the business operation only once.
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56A product catalog requires full-text search, relevance ranking, faceting, and typo tolerance, while the authoritative records remain transactional. Which architecture is most suitable?
Amazon DynamoDB and other purpose-built databases
Hard
A.Use DynamoDB as the source and synchronize a search service
B.Use DynamoDB scans for every catalog search
C.Store catalog records only in an object store
D.Use a relational read replica for token-based relevance ranking
Correct Answer: Use DynamoDB as the source and synchronize a search service
Explanation:
DynamoDB can provide durable product storage, while a purpose-built search engine handles inverted indexes, ranking, filtering, and typo tolerance.
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57A large production database must migrate to AWS with minimal downtime. The target schema is compatible, and changes must continue replicating during the initial data load. Which approach is most appropriate?
Migrating databases to AWS
Hard
A.Use AWS DMS full load plus ongoing change data capture
B.Export a snapshot and accept an extended application outage
C.Run a read-only export after stopping all application writes
D.Copy only the latest records after the target is created
Correct Answer: Use AWS DMS full load plus ongoing change data capture
Explanation:
AWS DMS can perform an initial full load and replicate ongoing source changes, allowing a controlled cutover with limited downtime.
Incorrect! Try again.
58During a heterogeneous migration from a commercial relational engine to Aurora PostgreSQL, incompatibilities exist in stored procedures and data types. Which sequence best reduces cutover risk?
Migrating databases to AWS
Hard
A.Disable constraints permanently and migrate only application tables
B.Convert the target after production traffic is redirected
C.Assess and convert the schema, test workloads, then replicate and cut over
D.Start replication before assessing application compatibility
Correct Answer: Assess and convert the schema, test workloads, then replicate and cut over
Explanation:
Heterogeneous migrations require schema and code conversion, compatibility testing, replication validation, and a rehearsed cutover.
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59A migration validation report shows equal row counts, but users report missing relationships and incorrect timestamps. Which validation improvement is most important?
Migrating databases to AWS
Hard
A.Increase the target instance class without further validation
B.Delete indexes so row counts become easier to compare
C.Validate only the total number of target rows
D.Compare checksums, constraints, relationships, types, and representative queries
Correct Answer: Compare checksums, constraints, relationships, types, and representative queries
Explanation:
Row counts alone do not detect altered values, relationships, type conversion errors, or query behavior. Validation must cover data and semantics.
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60A database design uses Multi-AZ for failover but has no tested restore process, no defined recovery objectives, and no alerting for replication lag. Which Well-Architected concern is most evident?
Applying Well-Architected principles to the database layer
Hard
B.Cost optimization requires removing all replicas
C.Reliability is addressed completely by Multi-AZ
D.Operational readiness and recovery planning are incomplete
Correct Answer: Operational readiness and recovery planning are incomplete
Explanation:
High availability is only one part of reliability. Tested recovery procedures, defined RPO and RTO, monitoring, and operational runbooks are also required.
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