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Exam Code: DP-300
Exam Name: Administering Microsoft Azure SQL Solutions
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Administering Microsoft Azure SQL Solutions DP-300 Practice Test 26

Question 250

Following an approved fix for "A deployment causes a query to become ten times slower despite unchanged row counts", what observation BEST confirms that it works?

  1. A corrected plan aligns estimated and actual rows with reduced spill activity
  2. The prior good plan and new slow plan are correlated with the deployment timestamp
  3. The optimized execution plan avoids the prior large sort and spills are eliminated
  4. Blocked session duration falls after transaction scope is shortened

Explanation

Correct Answer

B:

The prior good plan and new slow plan are correlated with the deployment timestamp. This observation tests the actual effect of use Query Store to compare execution plans and query runtime before and after deployment instead of assuming that a configuration change alone was successful. The underlying database behavior is that query Store maintains query plan history and runtime statistics for supported SQL engines. The control matters because changing the VM size without comparing plan changes can miss a plan regression.

Incorrect Answers

A:

A corrected plan aligns estimated and actual rows with reduced spill activity could validate a separate fix, for example when a join between two large tables shows a wrong estimated row count and memory grant spills. Here the required proof is that the prior good plan and new slow plan are correlated with the deployment timestamp. The alternative tests another database behavior and cannot establish whether the stated issue was corrected.

C:

The optimized execution plan avoids the prior large sort and spills are eliminated could validate a separate fix, for example when a daily report sorts millions of rows into tempdb because the selected index cannot support its ORDER BY. Here the required proof is that the prior good plan and new slow plan are correlated with the deployment timestamp. The alternative tests another database behavior and cannot establish whether the stated issue was corrected.

D:

Blocked session duration falls after transaction scope is shortened could validate a separate fix, for example when a database experiences frequent blocking because a transaction waits for a remote API call. Here the required proof is that the prior good plan and new slow plan are correlated with the deployment timestamp. The alternative tests another database behavior and cannot establish whether the stated issue was corrected.

Question 251

A SQL platform owner finds this gap: An application team must reduce the operational patch burden but retains legacy SQL Server features. Which supported remedy BEST addresses it?

  1. Assess Azure SQL Managed Instance when instance-level cross-database behavior is an explicit requirement
  2. Evaluate serverless autoscaling and pause eligibility against workload latency and usage patterns
  3. Run a documented feature assessment before choosing Azure SQL Managed Instance or SQL on an Azure VM
  4. Deploy Azure SQL Database using logical servers and approved database service objectives

Explanation

Correct Answer

C:

Run a documented feature assessment before choosing Azure SQL Managed Instance or SQL on an Azure VM. The deciding requirement in this SQL platform scenario is addressed because platform selection balances compatibility requirements against administrator ownership of engine and host. Without the change, assuming managed PaaS always supports every SQL Server extension can create migration blockers. Confirm the outcome through a controlled validation where the chosen offering passes a feature-by-feature compatibility checklist for the application.

Incorrect Answers

A:

Assess Azure SQL Managed Instance when instance-level cross-database behavior is an explicit requirement would instead apply to another SQL platform issue, such as when a finance team needs a multi-database application with minimal SQL Server management and interdatabase queries. The present requirement calls for run a documented feature assessment before choosing Azure SQL Managed Instance or SQL on an Azure VM; this alternative changes a different control and does not directly resolve the stated database issue.

B:

Evaluate serverless autoscaling and pause eligibility against workload latency and usage patterns would instead apply to another SQL platform issue, such as when a platform architect must choose between Azure SQL Database serverless and provisioned compute for intermittent work. The present requirement calls for run a documented feature assessment before choosing Azure SQL Managed Instance or SQL on an Azure VM; this alternative changes a different control and does not directly resolve the stated database issue.

D:

Deploy Azure SQL Database using logical servers and approved database service objectives would instead apply to another SQL platform issue, such as when a growing workload needs flexible independent database provisioning and automated backups for each environment. The present requirement calls for run a documented feature assessment before choosing Azure SQL Managed Instance or SQL on an Azure VM; this alternative changes a different control and does not directly resolve the stated database issue.

Question 252

The team plans to Correlate DTU utilization components and the workload's resource consumption in response to "A noisy report workload causes sudden DTU percentage spikes in an older Azure SQL database tier". Which technical principle BEST explains this approach?

  1. Metrics scoped to logical servers and databases represent different resource perspectives
  2. Azure SQL performance depends on storage and log bottlenecks as well as CPU load
  3. Extended Events captures targeted SQL engine diagnostic events with configurable overhead
  4. DTU-based performance combines several resource dimensions under a tier service objective

Explanation

Correct Answer

D:

DTU-based performance combines several resource dimensions under a tier service objective. This is the mechanism that makes the proposed change, correlate DTU utilization components and the workload's resource consumption, appropriate to the database environment described. The key limitation is that assuming DTU percent is identical to CPU percent can misdiagnose the bottleneck. A concrete confirmation is that the dominant resource component is documented during a repeatable report run.

Incorrect Answers

A:

Metrics scoped to logical servers and databases represent different resource perspectives is a valid distinction for a different database situation, for example when a software team uses an Azure SQL logical server and wants to compare CPU across five databases. Here the determining mechanism is that dTU-based performance combines several resource dimensions under a tier service objective. The alternative does not explain why the selected solution addresses this requirement.

B:

Azure SQL performance depends on storage and log bottlenecks as well as CPU load is a valid distinction for a different database situation, for example when an Azure SQL Database reports higher latency while CPU utilization remains low. Here the determining mechanism is that dTU-based performance combines several resource dimensions under a tier service objective. The alternative does not explain why the selected solution addresses this requirement.

C:

Extended Events captures targeted SQL engine diagnostic events with configurable overhead is a valid distinction for a different database situation, for example when a production SQL Server VM needs lightweight detailed event capture for intermittent deadlocks. Here the determining mechanism is that dTU-based performance combines several resource dimensions under a tier service objective. The alternative does not explain why the selected solution addresses this requirement.

Question 253

The team corrects "A payroll database permits weekend downtime and requires a low-complexity transfer to Azure SQL" by applying "Choose an offline migration method after estimating outage and post-cutover validation". Which validation is MOST convincing?

  1. A full restore and application validation complete within the agreed downtime window
  2. The compatibility report lists resolved blockers and approved feature replacements
  3. Connectivity and prechecks pass from the migration worker to both endpoints
  4. A trial run produces a complete cutover timeline within the approved maintenance window

Explanation

Correct Answer

A:

A full restore and application validation complete within the agreed downtime window. This observation tests the actual effect of choose an offline migration method after estimating outage and post-cutover validation instead of assuming that a configuration change alone was successful. The underlying database behavior is that offline migration can simplify movement when the business permits an interruption of writes. The control matters because running an online synchronization process unnecessarily can increase complexity and cost.

Incorrect Answers

B:

The compatibility report lists resolved blockers and approved feature replacements could validate a separate fix, for example when a SQL Server 2017 application uses features that differ from Azure SQL Database. Here the required proof is that a full restore and application validation complete within the agreed downtime window. The alternative tests another database behavior and cannot establish whether the stated issue was corrected.

C:

Connectivity and prechecks pass from the migration worker to both endpoints could validate a separate fix, for example when a data center wants to migrate to Azure SQL Managed Instance via an approved online service. Here the required proof is that a full restore and application validation complete within the agreed downtime window. The alternative tests another database behavior and cannot establish whether the stated issue was corrected.

D:

A trial run produces a complete cutover timeline within the approved maintenance window could validate a separate fix, for example when a legacy database requires downtime analysis before migrating a large binary archive. Here the required proof is that a full restore and application validation complete within the agreed downtime window. The alternative tests another database behavior and cannot establish whether the stated issue was corrected.

Question 254

What failure mode is MOST relevant if an administrator ignores this situation: A SaaS database shares a customer table among tenants but must isolate visible rows by caller?

  1. Assuming dynamic masking prevents all inference or export of sensitive values overstates its protection
  2. Implementing tenant filtering only in one application endpoint risks bypass by another client
  3. Ordinary SQL audit tables without verifiable digests can be modified without detection
  4. Assuming change tracking returns complete historical row images can break downstream audit requirements

Explanation

Correct Answer

B:

Implementing tenant filtering only in one application endpoint risks bypass by another client. This concern directly arises because row-level security filters accessible rows according to the effective database security context. The appropriate remediation is to configure row-level security with an approved predicate and security policy. A successful control check would show that tenant test identities cannot read another tenant's rows through direct SQL queries.

Incorrect Answers

A:

Assuming dynamic masking prevents all inference or export of sensitive values overstates its protection can matter in a separate case, such as when a helpdesk tool should display only the final characters of customer account numbers by default. In this question, the principal consequence is that implementing tenant filtering only in one application endpoint risks bypass by another client. That different risk does not best characterize the missing control in the given scenario.

C:

Ordinary SQL audit tables without verifiable digests can be modified without detection can matter in a separate case, such as when a financial ledger requires tamper-evidence for important historical business transactions. In this question, the principal consequence is that implementing tenant filtering only in one application endpoint risks bypass by another client. That different risk does not best characterize the missing control in the given scenario.

D:

Assuming change tracking returns complete historical row images can break downstream audit requirements can matter in a separate case, such as when an operational sync system wants to detect changed rows without retaining complete before-images. In this question, the principal consequence is that implementing tenant filtering only in one application endpoint risks bypass by another client. That different risk does not best characterize the missing control in the given scenario.

Question 255

A SQL platform owner finds this gap: A new elastic job agent exists but cannot create jobs because no supporting job database is configured. Which supported remedy BEST addresses it?

  1. Assign the function identity and scoped Azure SQL permissions and configure reliable triggers
  2. Configure an elastic job agent with approved target groups and scheduled T-SQL steps
  3. Assign an eligible dedicated Azure SQL job database for agent metadata
  4. Review elastic job execution history and apply supported retry semantics safely

Explanation

Correct Answer

C:

Assign an eligible dedicated Azure SQL job database for agent metadata. The deciding requirement in this SQL platform scenario is addressed because elastic job agents store job definitions execution history and metadata in a job database. Without the change, treating the target application database as an automatically created job database may leave setup incomplete. Confirm the outcome through a controlled validation where the agent reads its metadata from the configured job database and starts a test job.

Incorrect Answers

A:

Assign the function identity and scoped Azure SQL permissions and configure reliable triggers would instead apply to another SQL platform issue, such as when a small database estate runs SQL automation from Azure Functions using a managed identity. The present requirement calls for assign an eligible dedicated Azure SQL job database for agent metadata; this alternative changes a different control and does not directly resolve the stated database issue.

B:

Configure an elastic job agent with approved target groups and scheduled T-SQL steps would instead apply to another SQL platform issue, such as when an Azure SQL Database application needs nightly index and statistics updates on dozens of separate databases. The present requirement calls for assign an eligible dedicated Azure SQL job database for agent metadata; this alternative changes a different control and does not directly resolve the stated database issue.

D:

Review elastic job execution history and apply supported retry semantics safely would instead apply to another SQL platform issue, such as when a DBA needs to rerun only failed SQL elastic job targets after a network interruption. The present requirement calls for assign an eligible dedicated Azure SQL job database for agent metadata; this alternative changes a different control and does not directly resolve the stated database issue.

Question 256

After remediating "A multi-region Bicep template creates a failover group before the partner server is deployed", which evidence BEST shows the intended outcome was achieved?

  1. A negative deployment test rejects an unauthorized public-access configuration
  2. Pipeline logs and generated artifacts reveal no reusable administrator secret
  3. A test application resolves the private SQL hostname and authenticates with its identity
  4. The deployment graph completes in dependency order and the failover group is created

Explanation

Correct Answer

D:

The deployment graph completes in dependency order and the failover group is created. This observation tests the actual effect of declare resource dependencies so partner SQL servers exist before dependent failover resources instead of assuming that a configuration change alone was successful. The underlying database behavior is that aRM dependency ordering ensures prerequisite resource creation before dependent operations. The control matters because firing parallel steps without expressing dependencies can produce transient not-found errors.

Incorrect Answers

A:

A negative deployment test rejects an unauthorized public-access configuration could validate a separate fix, for example when an automation workflow creates a database but accidentally exposes its logical server publicly. Here the required proof is that the deployment graph completes in dependency order and the failover group is created. The alternative tests another database behavior and cannot establish whether the stated issue was corrected.

B:

Pipeline logs and generated artifacts reveal no reusable administrator secret could validate a separate fix, for example when an Azure SQL deployment needs a secret but pipeline logs show the administrator password in plain text. Here the required proof is that the deployment graph completes in dependency order and the failover group is created. The alternative tests another database behavior and cannot establish whether the stated issue was corrected.

C:

A test application resolves the private SQL hostname and authenticates with its identity could validate a separate fix, for example when an Azure SQL deployment returns Succeeded but applications fail because a private DNS link was skipped. Here the required proof is that the deployment graph completes in dependency order and the failover group is created. The alternative tests another database behavior and cannot establish whether the stated issue was corrected.

Question 257

A database administrator selects "Configure Microsoft Entra authentication and grant only required database identities" after observing "An application administrator wants employees to sign in to Azure SQL using corporate identities without storing SQL passwords". What mechanism makes it appropriate?

  1. Microsoft Entra authentication allows supported Azure SQL services to validate enterprise identities
  2. Database object-level GRANT and role membership support narrowly scoped SQL access
  3. Distinct principals permit access scoping and clearer audit trails of database activity
  4. Schema-level grants can simplify least-privilege access when all schema objects share one policy

Explanation

Correct Answer

A:

Microsoft Entra authentication allows supported Azure SQL services to validate enterprise identities. This is the mechanism that makes the proposed change, configure Microsoft Entra authentication and grant only required database identities, appropriate to the database environment described. The key limitation is that keeping long-lived shared SQL passwords in application configuration weakens accountability. A concrete confirmation is that a designated Entra group connects and an unauthorized user receives a denied login.

Incorrect Answers

B:

Database object-level GRANT and role membership support narrowly scoped SQL access is a valid distinction for a different database situation, for example when a service identity must query one reporting view but not update the underlying finance table. Here the determining mechanism is that microsoft Entra authentication allows supported Azure SQL services to validate enterprise identities. The alternative does not explain why the selected solution addresses this requirement.

C:

Distinct principals permit access scoping and clearer audit trails of database activity is a valid distinction for a different database situation, for example when a security auditor finds a shared SQL admin login used by multiple applications. Here the determining mechanism is that microsoft Entra authentication allows supported Azure SQL services to validate enterprise identities. The alternative does not explain why the selected solution addresses this requirement.

D:

Schema-level grants can simplify least-privilege access when all schema objects share one policy is a valid distinction for a different database situation, for example when a reporting application needs read-only access to several tables managed by a product team. Here the determining mechanism is that microsoft Entra authentication allows supported Azure SQL services to validate enterprise identities. The alternative does not explain why the selected solution addresses this requirement.

Question 258

Given the Azure SQL condition "A development team uses SQL database in Microsoft Fabric and expects an Azure SQL logical server", the proposed change is "Distinguish SQL database in Fabric from standalone Azure SQL Database administration and provisioning". Which explanation BEST supports the change?

  1. An IaaS SQL virtual machine exposes operating system and instance management that managed PaaS cannot offer
  2. SQL database in Fabric is integrated with Fabric experiences and has different platform boundaries
  3. Table partitioning divides large table or index data into manageable physical partitions by key range
  4. Azure SQL Database manages the underlying SQL engine patching and infrastructure while exposing a logical database

Explanation

Correct Answer

B:

SQL database in Fabric is integrated with Fabric experiences and has different platform boundaries. This is the mechanism that makes the proposed change, distinguish SQL database in Fabric from standalone Azure SQL Database administration and provisioning, appropriate to the database environment described. The key limitation is that treating a Fabric workspace database as an ordinary Azure SQL server can lead to wrong operational steps. A concrete confirmation is that the team identifies the actual Fabric workspace resource and uses its supported database administration tools.

Incorrect Answers

A:

An IaaS SQL virtual machine exposes operating system and instance management that managed PaaS cannot offer is a valid distinction for a different database situation, for example when a vendor application requires full host-level control over SQL Server and a supported Windows service. Here the determining mechanism is that sQL database in Fabric is integrated with Fabric experiences and has different platform boundaries. The alternative does not explain why the selected solution addresses this requirement.

C:

Table partitioning divides large table or index data into manageable physical partitions by key range is a valid distinction for a different database situation, for example when a warehouse database contains a massive history table and monthly retention must avoid long row-delete scans. Here the determining mechanism is that sQL database in Fabric is integrated with Fabric experiences and has different platform boundaries. The alternative does not explain why the selected solution addresses this requirement.

D:

Azure SQL Database manages the underlying SQL engine patching and infrastructure while exposing a logical database is a valid distinction for a different database situation, for example when a retail startup needs a fully managed SQL database without managing operating systems or SQL Server instances. Here the determining mechanism is that sQL database in Fabric is integrated with Fabric experiences and has different platform boundaries. The alternative does not explain why the selected solution addresses this requirement.

Question 259

For the case "A production failover group uses a manual failover policy but the operations runbook assumes automatic failover", the team chooses "Align failover group policy and documented human initiation with business RTO". Which database behavior justifies that choice?

  1. Active geo-replication creates asynchronous readable secondary databases in supported regions
  2. HA secondaries require a consistent data movement state and controlled role ownership
  3. Failover policy determines whether database primary redirection needs an explicit command
  4. Log shipping depends on scheduled backup copy and restore jobs plus accessible files

Explanation

Correct Answer

C:

Failover policy determines whether database primary redirection needs an explicit command. This is the mechanism that makes the proposed change, align failover group policy and documented human initiation with business RTO, appropriate to the database environment described. The key limitation is that waiting for an automatic operation in a manual-policy deployment may extend an outage. A concrete confirmation is that a scheduled incident exercise follows the actual configured policy within the recovery window.

Incorrect Answers

A:

Active geo-replication creates asynchronous readable secondary databases in supported regions is a valid distinction for a different database situation, for example when an Azure SQL Database needs an independently readable secondary in another Region for business reporting. Here the determining mechanism is that failover policy determines whether database primary redirection needs an explicit command. The alternative does not explain why the selected solution addresses this requirement.

B:

HA secondaries require a consistent data movement state and controlled role ownership is a valid distinction for a different database situation, for example when a SQL Server disaster recovery replica cannot recover because its availability databases have diverged after unsupported manual writes. Here the determining mechanism is that failover policy determines whether database primary redirection needs an explicit command. The alternative does not explain why the selected solution addresses this requirement.

D:

Log shipping depends on scheduled backup copy and restore jobs plus accessible files is a valid distinction for a different database situation, for example when a SQL Server log shipping secondary stopped restoring transaction log backups after a shared folder change. Here the determining mechanism is that failover policy determines whether database primary redirection needs an explicit command. The alternative does not explain why the selected solution addresses this requirement.

Question 260

The team plans to Plan a cross-region failover group and application listener use under relevant service support in response to "A business requires access to Azure SQL during a primary Region failure with minimal DNS changes". Which technical principle BEST explains this approach?

  1. Failover groups can coordinate failover for multiple eligible databases and expose listener endpoints
  2. Availability groups protect database replicas while failover cluster instances protect a shared-instance failover model
  3. Geo-redundant backups support restoration after disaster but are not continuously queryable replicas
  4. Failover groups provide stable read-write listener names and managed geo-replication orchestration

Explanation

Correct Answer

D:

Failover groups provide stable read-write listener names and managed geo-replication orchestration. This is the mechanism that makes the proposed change, plan a cross-region failover group and application listener use under relevant service support, appropriate to the database environment described. The key limitation is that hard-coding the primary regional SQL hostname can delay application recovery during failover. A concrete confirmation is that an approved failover drill reconnects clients to the failover group listener in the secondary Region.

Incorrect Answers

A:

Failover groups can coordinate failover for multiple eligible databases and expose listener endpoints is a valid distinction for a different database situation, for example when a multi-tenant system has several independent Azure SQL databases but wants one regional failover policy. Here the determining mechanism is that failover groups provide stable read-write listener names and managed geo-replication orchestration. The alternative does not explain why the selected solution addresses this requirement.

B:

Availability groups protect database replicas while failover cluster instances protect a shared-instance failover model is a valid distinction for a different database situation, for example when a SQL Server VM solution needs automatic local availability across cluster nodes using existing Windows clustering. Here the determining mechanism is that failover groups provide stable read-write listener names and managed geo-replication orchestration. The alternative does not explain why the selected solution addresses this requirement.

C:

Geo-redundant backups support restoration after disaster but are not continuously queryable replicas is a valid distinction for a different database situation, for example when a development team confuses a geo-redundant backup with a hot readable secondary in Azure SQL. Here the determining mechanism is that failover groups provide stable read-write listener names and managed geo-replication orchestration. The alternative does not explain why the selected solution addresses this requirement.

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