1Which cloud deployment model provides services for use by the general public?
Deployment models
Easy
A.Public cloud
B.Community cloud
C.Hybrid cloud
D.Private cloud
Correct Answer: Public cloud
Explanation:
A public cloud offers computing resources to the general public over a shared infrastructure.
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2Which deployment model combines two or more distinct cloud environments?
Deployment models
Easy
A.Private cloud
B.Hybrid cloud
C.Community cloud
D.Public cloud
Correct Answer: Hybrid cloud
Explanation:
A hybrid cloud combines environments such as private and public clouds while allowing data or applications to move between them.
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3Which cloud service model provides virtual machines, storage, and networking resources?
Service models
Easy
A.Function as a Service
B.Infrastructure as a Service
C.Software as a Service
D.Platform as a Service
Correct Answer: Infrastructure as a Service
Explanation:
Infrastructure as a Service provides fundamental computing resources such as virtual machines, storage, and networks.
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4Which service model allows users to access complete software applications through the internet?
Service models
Easy
A.Software as a Service
B.Platform as a Service
C.Infrastructure as a Service
D.Network as a Service
Correct Answer: Software as a Service
Explanation:
Software as a Service delivers ready-to-use applications over the internet, usually through a web browser.
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5Which cloud characteristic allows users to obtain computing resources automatically when needed?
Cloud characteristics
Easy
A.Measured service
B.Resource pooling
C.Broad network access
D.On-demand self-service
Correct Answer: On-demand self-service
Explanation:
On-demand self-service lets users provision computing resources without requiring direct assistance from the provider.
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6Which cloud characteristic allows resources to expand or shrink quickly according to demand?
Cloud characteristics
Easy
A.Measured service
B.Rapid elasticity
C.Resource pooling
D.Broad network access
Correct Answer: Rapid elasticity
Explanation:
Rapid elasticity enables cloud resources to scale up or down quickly as workload requirements change.
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7How many essential cloud characteristics are identified in the NIST cloud computing model?
NIST model
Easy
A.Seven
B.Four
C.Five
D.Three
Correct Answer: Five
Explanation:
NIST identifies five essential characteristics: on-demand self-service, broad network access, resource pooling, rapid elasticity, and measured service.
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8Which organization developed the widely used NIST definition of cloud computing?
NIST model
Easy
A.Institute of Electrical and Electronics Engineers
B.International Organization for Standardization
C.Internet Engineering Task Force
D.National Institute of Standards and Technology
Correct Answer: National Institute of Standards and Technology
Explanation:
NIST stands for the National Institute of Standards and Technology, which published a widely accepted cloud computing model.
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9Which Cloud Cube Model dimension distinguishes an organization's internal cloud from an external cloud?
Cloud cube model
Easy
A.Insourced or outsourced
B.Internal or external
C.Open or proprietary
D.Perimeterised or de-perimeterised
Correct Answer: Internal or external
Explanation:
The internal-or-external dimension describes whether cloud resources are located within or outside the organization's boundary.
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10Which Cloud Cube Model dimension describes whether cloud technology uses open standards or vendor-specific technology?
Cloud cube model
Easy
A.Insourced or outsourced
B.Internal or external
C.Perimeterised or de-perimeterised
D.Open or proprietary
Correct Answer: Open or proprietary
Explanation:
The open-or-proprietary dimension indicates whether the cloud uses open standards or technology controlled by a particular vendor.
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11What is the main purpose of the initial assessment in the Seven-Step Migration model?
The Seven-Step Migration model
Easy
A.Stop every cloud service
B.Delete application data
C.Evaluate migration suitability
D.Replace all network devices
Correct Answer: Evaluate migration suitability
Explanation:
The initial assessment determines whether migration is practical and identifies its expected costs, risks, and benefits.
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12Why are application dependencies identified during cloud migration?
The Seven-Step Migration model
Easy
A.To remove every database
B.To disable network access
C.To understand connected components
D.To create additional passwords
Correct Answer: To understand connected components
Explanation:
Identifying dependencies shows how applications, databases, services, and other components interact before they are migrated.
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13What is virtual machine migration?
Virtual machine migration
Easy
A.Copying a document between folders
B.Replacing a router with a switch
C.Moving a virtual machine between hosts
D.Converting a user into an administrator
Correct Answer: Moving a virtual machine between hosts
Explanation:
Virtual machine migration transfers a VM and its workload from one physical host or environment to another.
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14Which type of migration moves a running virtual machine with minimal service interruption?
Virtual machine migration
Easy
A.Cold migration
B.Offline backup
C.Live migration
D.Static allocation
Correct Answer: Live migration
Explanation:
Live migration transfers a running virtual machine while keeping downtime or service interruption to a minimum.
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15What is the primary role of cloud middleware?
Cloud middleware
Easy
A.Connect applications and cloud services
B.Design processor instruction sets
C.Manufacture physical server components
D.Repair damaged network cables
Correct Answer: Connect applications and cloud services
Explanation:
Cloud middleware provides software services that help applications, platforms, and cloud resources communicate and work together.
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16Which function is commonly provided by cloud middleware?
Cloud middleware
Easy
A.Chip fabrication
B.Cable installation
C.Message exchange
D.Battery charging
Correct Answer: Message exchange
Explanation:
Cloud middleware commonly supports message exchange, integration, authentication, and communication between distributed components.
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17What does data migration mean?
Data migration and streaming
Easy
A.Moving data between systems
B.Creating physical storage devices
C.Deleting all stored records
D.Encrypting every network packet
Correct Answer: Moving data between systems
Explanation:
Data migration is the process of transferring data from one storage system, format, database, or environment to another.
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18What is data streaming?
Data migration and streaming
Easy
A.Processing data continuously as it arrives
B.Printing data from a database
C.Archiving data once every year
D.Deleting data after each request
Correct Answer: Processing data continuously as it arrives
Explanation:
Data streaming handles a continuous flow of data records, often processing them in near real time as they arrive.
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19What does cloud interoperability allow?
Interoperability
Easy
A.Only one application to use storage
B.Different cloud systems to work together
C.Physical servers to avoid networking
D.Users to remove all access controls
Correct Answer: Different cloud systems to work together
Explanation:
Cloud interoperability enables different cloud platforms, services, and applications to communicate and exchange information.
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20Which approach commonly improves interoperability between cloud services?
Interoperability
Easy
A.Using standard APIs
B.Removing network protocols
C.Using incompatible formats
D.Restricting all data exchange
Correct Answer: Using standard APIs
Explanation:
Standard APIs and data formats make it easier for services from different cloud platforms to communicate.
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21Several hospitals want to share a cloud platform that enforces common healthcare security and compliance requirements. Access should be limited to those hospitals. Which deployment model is most appropriate?
Deployment models
Medium
A.Hybrid cloud
B.Community cloud
C.Private cloud
D.Public cloud
Correct Answer: Community cloud
Explanation:
A community cloud serves organizations with shared security, compliance, or operational requirements.
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22A retailer runs normal workloads in its private cloud but uses public-cloud servers during seasonal demand spikes. Which deployment model does this represent?
Deployment models
Medium
A.Community cloud
B.Public cloud
C.Private cloud
D.Hybrid cloud
Correct Answer: Hybrid cloud
Explanation:
A hybrid cloud combines distinct private and public environments while allowing workloads or data to move between them.
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23A company rents virtual machines and storage from a provider. Its administrators install and maintain the operating systems, middleware, and applications. Which service model is being used?
Service models
Medium
A.Function as a Service
B.Software as a Service
C.Platform as a Service
D.Infrastructure as a Service
Correct Answer: Infrastructure as a Service
Explanation:
IaaS provides virtualized infrastructure, while the customer manages the operating system and software stack.
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24Developers want to deploy application code without managing virtual machines, operating-system patches, or the language runtime. Which service model best meets this requirement?
Service models
Medium
A.Infrastructure as a Service
B.Platform as a Service
C.Software as a Service
D.Colocation as a Service
Correct Answer: Platform as a Service
Explanation:
PaaS manages the infrastructure, operating system, and runtime while customers deploy and manage their applications.
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25An online service automatically increases its computing capacity when traffic rises and releases that capacity after traffic falls. Which cloud characteristic is demonstrated?
Cloud characteristics
Medium
A.Resource pooling
B.Measured service
C.Rapid elasticity
D.Broad network access
Correct Answer: Rapid elasticity
Explanation:
Rapid elasticity allows resources to expand and contract quickly according to workload demand.
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26A provider records each tenant's storage use, network transfer, and processing time for billing and reporting. Which cloud characteristic enables this practice?
Cloud characteristics
Medium
A.Measured service
B.Broad network access
C.Rapid elasticity
D.On-demand self-service
Correct Answer: Measured service
Explanation:
Measured service monitors and reports resource consumption, supporting usage-based billing and accountability.
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27A hosted platform offers self-service provisioning, network access, pooled resources, and rapid scaling, but it does not monitor or report resource consumption. Which NIST essential characteristic is missing?
NIST model
Medium
A.Broad network access
B.Measured service
C.Resource pooling
D.Rapid elasticity
Correct Answer: Measured service
Explanation:
The NIST model requires measured service in addition to self-service, network access, pooling, and elasticity.
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28A cloud environment is reserved exclusively for one organization but is hosted and operated by an external provider. How is it classified under the NIST deployment model?
NIST model
Medium
A.Community cloud
B.Private cloud
C.Public cloud
D.Hybrid cloud
Correct Answer: Private cloud
Explanation:
Under NIST, exclusive use by one organization makes it a private cloud, even when a third party hosts it off-premises.
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29An organization stores data beyond its own security boundary, and an external cloud provider operates the infrastructure. Which Cloud Cube Model labels describe these two aspects?
Cloud cube model
Medium
A.External and insourced
B.Internal and outsourced
C.External and outsourced
D.Internal and insourced
Correct Answer: External and outsourced
Explanation:
The data is external to the organization's boundary, and the infrastructure is outsourced to another provider.
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30A cloud platform uses publicly documented standards and interfaces that multiple vendors can implement. Which Cloud Cube Model dimension is most directly affected?
Cloud cube model
Medium
A.Perimeterised versus de-perimeterised
B.Internal versus external
C.Insourced versus outsourced
D.Open versus proprietary
Correct Answer: Open versus proprietary
Explanation:
This dimension distinguishes open, broadly implementable technologies from vendor-controlled proprietary technologies.
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31Before moving an application, a team identifies its dependencies on a local database, identity server, and shared file system. Which step of the Seven-Step Migration model is being performed?
The Seven-Step Migration model
Medium
A.Test the migrated workload
B.Optimize the cloud workload
C.Isolate application dependencies
D.Conduct migration assessment
Correct Answer: Isolate application dependencies
Explanation:
Dependency isolation identifies external components and connections that may affect migration or require replacement.
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32After mapping an application's dependencies, engineers discover that its local file-locking mechanism is unavailable in the target cloud. What should they do next according to the migration model?
The Seven-Step Migration model
Medium
A.Skip directly to production testing
B.Re-architect the missing function
C.Return to provider selection
D.Remove all dependency mappings
Correct Answer: Re-architect the missing function
Explanation:
Functionality lost in the target environment should be redesigned or replaced before migration proceeds to testing and optimization.
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33During live pre-copy migration, memory pages modified after being copied are transferred again before a short final pause. What is the primary purpose of this approach?
Virtual machine migration
Medium
A.Reduce application downtime
B.Eliminate network traffic
C.Disable memory updates
D.Increase virtual disk size
Correct Answer: Reduce application downtime
Explanation:
Pre-copy transfers most memory while the VM is running, leaving only a small final state to copy during the pause.
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34A VM modifies memory pages so rapidly that pre-copy migration repeatedly retransmits them and struggles to finish. Which alternative can reduce repeated page copying?
Virtual machine migration
Medium
A.Storage replication
B.Post-copy migration
C.Static provisioning
D.Cold backup
Correct Answer: Post-copy migration
Explanation:
Post-copy resumes the VM at the destination and fetches pages as needed, avoiding repeated transmission of dirty pages.
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35Two cloud applications use different message formats and communication protocols. Which middleware function is most useful for connecting them?
Cloud middleware
Medium
A.Local disk partitioning
B.Processor clock management
C.Message transformation and routing
D.Physical server replacement
Correct Answer: Message transformation and routing
Explanation:
Middleware can translate formats and protocols, then route messages between otherwise incompatible applications.
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36An order-processing application must invoke payment, inventory, and shipping services in a controlled sequence while handling failures. Which middleware capability is required?
Cloud middleware
Medium
A.Service orchestration
B.Block storage allocation
C.Hardware emulation
D.Packet fragmentation
Correct Answer: Service orchestration
Explanation:
Service orchestration coordinates multiple services, their execution order, and failure-handling rules.
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37A database must be migrated with minimal downtime while users continue updating the source. Which strategy is most suitable?
Data migration and streaming
Medium
A.Bulk copy followed by change-data capture
B.Immediate deletion before data transfer
C.Manual export after a long shutdown
D.Periodic screenshots of database tables
Correct Answer: Bulk copy followed by change-data capture
Explanation:
An initial bulk transfer moves existing data, while change-data capture streams later updates until cutover.
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38A streaming system groups sensor events by event time, but some events arrive late because of network delays. Which mechanism helps decide when a time window is sufficiently complete?
Data migration and streaming
Medium
A.Disk snapshots
B.Virtual switches
C.Machine images
D.Watermarks
Correct Answer: Watermarks
Explanation:
Watermarks estimate progress in event time and help the system close windows while accounting for late-arriving events.
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39A company wants applications on two cloud platforms to exchange data without creating a different data format for each provider. Which approach best supports interoperability?
Interoperability
Medium
A.Use standardized APIs and data formats
B.Use provider-specific binary interfaces
C.Store data only on local disks
D.Assign separate schemas to every request
Correct Answer: Use standardized APIs and data formats
Explanation:
Standard APIs and data formats reduce provider-specific integration and allow systems to communicate consistently.
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40Two cloud services use different identity protocols, but users need single sign-on across both services. Which solution most directly addresses the interoperability problem?
Interoperability
Medium
A.Additional storage volume
B.Separate user passwords
C.Larger virtual machine
D.Identity federation gateway
Correct Answer: Identity federation gateway
Explanation:
An identity federation gateway translates or bridges authentication protocols so identities can be trusted across services.
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41Several government agencies share an exclusively provisioned cloud with common compliance controls. During demand spikes, sanitized batch jobs are moved to an unrelated public cloud through an orchestration layer that preserves workload portability. Which deployment model describes the resulting composition?
Deployment models
Hard
A.A hybrid cloud combining community and public clouds
B.A community cloud extended across multiple availability zones
C.A public cloud segmented through government tenant accounts
D.A private cloud federated among several government agencies
Correct Answer: A hybrid cloud combining community and public clouds
Explanation:
A NIST hybrid cloud combines two or more distinct private, community, or public clouds using technology that enables data or application portability.
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42A bank uses infrastructure dedicated exclusively to the bank, but the hardware is located in a provider's data center and operated by that provider. Under the NIST deployment definitions, how should this cloud be classified?
Deployment models
Hard
A.Private cloud, because its use is exclusive to one organization
B.Public cloud, because its hardware is located off the bank's premises
C.Hybrid cloud, because ownership and physical location are separated
D.Community cloud, because the provider participates in its operation
Correct Answer: Private cloud, because its use is exclusive to one organization
Explanation:
Private-cloud classification is based on exclusive organizational use, not on-premises location or customer operation. A third party may own, manage, or host it.
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43An organization leases virtual machines from a provider. The provider manages servers, storage, networking, and the hypervisor, while the organization installs its own operating systems and middleware. A vulnerability is discovered in a guest operating-system kernel. Who is normally responsible for patching it?
Service models
Hard
A.The broker, because it negotiates responsibility for infrastructure resources
B.The consumer, because guest operating systems remain under its control
C.The provider, because all software running in the cloud is provider-managed
D.The carrier, because kernel traffic traverses the provider's virtual network
Correct Answer: The consumer, because guest operating systems remain under its control
Explanation:
This is IaaS. The provider manages the physical infrastructure and virtualization layer, while the consumer normally manages guest operating systems, middleware, applications, and data.
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44Developers upload application code through a supported framework. The provider controls the operating system, language runtime, scaling system, and servers, while developers control application configuration and data. Which NIST service model is the closest match?
Service models
Hard
A.Platform as a Service, because consumers deploy applications onto a managed platform
B.Infrastructure as a Service, because consumers indirectly consume compute and storage
C.Software as a Service, because the application is accessible over a network
D.Network as a Service, because scaling depends on provider-managed connectivity
Correct Answer: Platform as a Service, because consumers deploy applications onto a managed platform
Explanation:
PaaS lets consumers deploy their applications using provider-supported tools while the provider manages the operating system, runtime, and underlying infrastructure.
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45A tenant's virtual machines may be reassigned among physical hosts without notice. The tenant cannot select a specific server but may choose a geographic region. Which essential cloud characteristic is most directly illustrated?
Cloud characteristics
Hard
A.Rapid elasticity with automatic release of unused physical processors
B.Resource pooling with location independence at a higher abstraction level
C.Broad network access through standardized regional communication protocols
D.Measured service with location-based accounting of consumed infrastructure
Correct Answer: Resource pooling with location independence at a higher abstraction level
Explanation:
Resource pooling dynamically assigns shared physical and virtual resources. Consumers generally lack control over exact resource location but may specify a region or data center.
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46A cloud service charges a flat annual subscription, but it automatically meters storage, processing time, and network traffic and provides usage reports to both provider and consumer. Does it satisfy the NIST characteristic of measured service?
Cloud characteristics
Hard
A.No, because measured service requires every resource unit to be billed separately
B.Yes, but only if metering results trigger immediate elastic scaling of resources
C.No, because flat-rate services cannot automatically optimize pooled cloud resources
D.Yes, because measured service requires metering and transparency rather than usage-based billing
Correct Answer: Yes, because measured service requires metering and transparency rather than usage-based billing
Explanation:
Measured service requires automatic monitoring, control, reporting, and transparency of resource usage. It does not require a pay-per-use pricing model.
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47An intermediary combines storage from one provider and analytics from another, adds data integration, and offers the result through one interface and contract. Which NIST cloud actor and activity best describe the intermediary?
NIST model
Hard
A.A cloud carrier performing service intermediation
B.A cloud auditor performing service arbitrage
C.A cloud consumer performing resource pooling
D.A cloud broker performing service aggregation
Correct Answer: A cloud broker performing service aggregation
Explanation:
A cloud broker performs aggregation when it combines multiple services, integrates their data or capabilities, and presents them as a unified offering.
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48A portal lets users request virtual machines, but every request enters a queue for manual administrator approval and provisioning. Assuming no policy or regulatory requirement for that approval, which NIST essential characteristic is most clearly absent?
NIST model
Hard
A.Measured service, because approval occurs before resource consumption begins
B.Resource pooling, because requests are processed through a shared queue
C.Broad network access, because administrators mediate access to the portal
D.On-demand self-service, because provisioning requires human interaction
Correct Answer: On-demand self-service, because provisioning requires human interaction
Explanation:
On-demand self-service requires consumers to provision capabilities automatically without requiring human interaction with each service provider.
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49Use the Cloud Cube dimensions in this order: location, interface model, security boundary, and sourcing. A dedicated cloud is in a provider facility, exposes proprietary APIs, relies on identity-centric controls rather than a traditional network perimeter, and is operated by the provider. How is it classified?
It is outside the organization, uses proprietary interfaces, does not rely on a conventional perimeter, and is operated by an external provider.
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50A cloud is physically hosted and operated inside an enterprise, uses open APIs, and permits secure access from any network through identity-aware controls rather than a trusted internal perimeter. Which Cloud Cube classification is most accurate?
Physical placement makes it internal, open APIs make it open, identity-centric access makes it de-perimeterised, and enterprise operation makes it insourced.
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51During a Seven-Step Migration, a team has completed dependency isolation and environment/message mapping. It discovers that the application assumes local session state and a filesystem feature unavailable on the target platform. What should the team do next?
The Seven-Step Migration model
Hard
A.Optimize cloud resource allocation before modifying application dependencies
B.Repeat the business assessment without addressing the technical incompatibility
C.Begin final migration testing using the unchanged application design
D.Re-architect the application and implement the missing functionality
Correct Answer: Re-architect the application and implement the missing functionality
Explanation:
After dependencies and environmental assumptions are mapped, incompatible or lost functionality must be re-architected or replaced before meaningful migration testing.
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52A migrated application has passed functional and security testing, but production telemetry shows excessive cross-region calls and unstable autoscaling thresholds. Which Seven-Step Migration activity should now dominate?
The Seven-Step Migration model
Hard
A.Repeat the initial migration assessment and discard production telemetry
B.Isolate dependencies that were already removed before migration
C.Iterate and optimize using the observed production behavior
D.Map the original messaging environment without changing the deployment
Correct Answer: Iterate and optimize using the observed production behavior
Explanation:
The final stage is iterative optimization. Operational telemetry should be used to tune architecture, placement, scaling, cost, and performance after validation.
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53A pre-copy migration transfers a VM with 16 GiB of memory over a 4 GiB/s link. During copying, memory is dirtied at 1 GiB/s. After the initial transfer, each round copies the pages dirtied during the preceding round. The VM is stopped once at most 1.5 GiB remains. Ignoring overhead, what is the stop-and-copy downtime?
Virtual machine migration
Hard
A.1.00 second
B.0.25 seconds
C.4.00 seconds
D.0.375 seconds
Correct Answer: 0.25 seconds
Explanation:
The initial 4-second copy dirties 4 GiB. Copying those 4 GiB takes 1 second and dirties 1 GiB. Since 1 GiB is below the threshold, downtime is seconds.
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54Why can a source-host failure immediately after post-copy switchover be more dangerous than the same failure during an early pre-copy round?
Virtual machine migration
Hard
A.Post-copy always stores the destination CPU state only on the source host
B.Pre-copy prevents the source VM from running while memory pages are transferred
C.Post-copy may leave untransferred pages available only on the failed source
D.Pre-copy guarantees that every dirtied page is synchronously replicated twice
Correct Answer: Post-copy may leave untransferred pages available only on the failed source
Explanation:
Post-copy resumes execution at the destination before all memory arrives. Without redundancy, failure of the source can destroy pages that the destination has not yet fetched.
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55A service mesh automatically retries timed-out requests. A payment service sometimes completes a charge but loses the response, causing the retry to create a second charge. Which middleware-level change best preserves retries while preventing duplication?
Cloud middleware
Hard
A.Attach stable idempotency keys and persist the result of each payment operation
B.Increase timeout values and disable tracing for all payment service requests
C.Acknowledge each request before the payment service begins processing it
D.Route every retry to a different instance using randomized load balancing
Correct Answer: Attach stable idempotency keys and persist the result of each payment operation
Explanation:
Retries cannot distinguish a lost response from a failed operation. A stable idempotency key lets the service return the original result instead of repeating the side effect.
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56A workflow spans a legacy inventory system and a cloud billing service. Neither supports a reliable shared two-phase commit coordinator, but each exposes durable local transactions. Which middleware pattern best handles failures while preserving eventual consistency?
Cloud middleware
Hard
A.A cache-aside layer that treats both databases as one store
B.A stateless proxy that retries every operation without identifiers
C.A saga with durable steps and compensating transactions
D.A global mutex held across both systems until completion
Correct Answer: A saga with durable steps and compensating transactions
Explanation:
A saga coordinates locally committed steps and invokes compensating actions when later steps fail, avoiding dependence on an unavailable distributed atomic transaction.
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57A multi-terabyte database must be migrated with minimal downtime while writes continue at the source. Which sequence most reliably avoids both gaps and silent overwrite of newer changes?
Data migration and streaming
Hard
A.Quiesce writes, begin an unrestricted full copy, resume writes halfway, and switch when large tables finish
B.Enable dual writes, copy the latest rows, disable CDC, and resolve conflicting values after switching
C.Record a CDC position, take a consistent snapshot, replay ordered changes, quiesce writes, drain the tail, then switch
D.Copy tables independently, switch clients immediately, and replay source logs without preserving commit order
Correct Answer: Record a CDC position, take a consistent snapshot, replay ordered changes, quiesce writes, drain the tail, then switch
Explanation:
A consistent snapshot anchored to a CDC position establishes a valid baseline. Ordered replay catches up ongoing changes, and a brief write quiescence allows the final tail to drain safely.
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58A stream processor writes to an external database that does not support transactions involving the stream offset. The database does support unique keys and idempotent upserts. Which design provides the strongest practical protection against duplicate effects after crashes?
Data migration and streaming
Hard
A.Use stable event IDs for idempotent upserts, then commit offsets after acknowledgments
B.Write each event once in memory, then commit offsets before flushing the database
C.Commit offsets before writing each event, then retry missing database records periodically
D.Generate a new database key on every retry, then commit offsets in large batches
Correct Answer: Use stable event IDs for idempotent upserts, then commit offsets after acknowledgments
Explanation:
Committing after the sink acknowledgment can cause replay after a crash, but stable event IDs make those replays harmless through deduplication or idempotent upserts.
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59Two cloud services exchange JSON documents that validate against the same schema. One interprets a temperature field as Celsius and the other interprets it as Fahrenheit. Which conclusion is most accurate?
Interoperability
Hard
A.They have deployment portability but lack network-level connectivity
B.They have semantic interoperability but lack transport interoperability
C.They have syntactic interoperability but lack semantic interoperability
D.They have organizational interoperability but lack schema compatibility
Correct Answer: They have syntactic interoperability but lack semantic interoperability
Explanation:
The services agree on data structure and exchange format, so syntactic interoperability exists. They disagree on meaning, so semantic interoperability is absent.
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60A VM image can be imported successfully by two providers, but the application cannot operate at the second provider because identity roles, message delivery guarantees, and managed database semantics differ. What does this demonstrate?
Interoperability
Hard
A.Importing the image proves semantic equivalence between the provider platforms
B.Image portability alone does not establish operational interoperability
C.Operational interoperability automatically follows from image-format compatibility
D.Identity federation alone would guarantee equivalent database and messaging behavior
Correct Answer: Image portability alone does not establish operational interoperability
Explanation:
Portability shows that an artifact can be moved. Interoperability additionally requires components and services to exchange information and behave correctly despite platform-semantic differences.
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