Updated SAP P_SAPEA_2023 Dumps – Check Free P_SAPEA_2023 Exam Dumps (2023) [Q25-Q42]

Topic	Details
Topic 1	Describe artifact content, usage, and stakeholders Application, Data, and Technical Architecture
Topic 2	Analyze, assess, and understand a company’s business strategies SAP Enterprise Architecture Framework and tool set
Topic 3	Define a target business solution architecture roadmap Drive and develop SAP Enterprise Architecture-related artifacts
Topic 4	Use artifacts, apply best practices of SAP Reference Content Design and apply the SAP Enterprise Architecture

QUESTION 25
As the Chief Enterprise Architect of your company you have been asked by the CIO to apply agile principles instead of following the sequential phases of TOGAFS ADM. How do you respond?

The SAP EA Framework combines the sequential approach of the TOGAF ADM with agile principles Agile principles are included and can be applied only to Application Architecture. Therefore, the SAP EA Framework is especially suitable for organizations that follow agile principles.

It is reasonable to apply an agile methodology for the most urgent tasks and switch to the process as guided by the SAP EA Framework later, as long as the fundamental IT architecture is not affected Collecting “low-hanging fruit, and realizing instant value before using the SAP EA Framework, and ensuring an overall successful transformation is possible.

It is essential to fully understand the business needs and to successfully review the business architecture with critical stakeholders before going to the next phase. In the implementation phase, agile approaches can naturally provide quick wins, constant progress, and the benefit of early validation. The phased approach, during architecture definition phases, avoids double work and will lead to overall better results.

The TOGAF ADM already embraces agile principles within and across phases and generally follows a cyclic approach. The SAP EA Framework builds on that and is especially suitable for organizations that follow agile principles.

QUESTION 26
Green Elk & Company is the world’s leading manufacturer of agricultural and forestry machinery. The former company slogan “Eik always runs has recently been changed to “Eik feeds the world” One of Green Elk’s strategic goals is to increase its revenue in the emerging markets of China, India, and other parts of Asia by 80 % within three years. This requires a new business model that caters to significantly smaller farms with limited budgets You are the Chief Enterprise Architect and the decision was taken to implement regional S/4HANA productive systems while ensuring a high degree of standardization.
Which of the following implementation approach would you consider best in this case?

Phased by Application

Big Bang

Small buck

Phased by Company

Explanation
The best implementation approach for Green Elk & Company in this case is the phased by company approach.
This approach involves implementing S/4HANA in one company or business unit at a time, while keeping the existing ERP systems running for the rest of the organization. This approach has several advantages for Green Elk & Company, such as:
It allows them to focus on the specific requirements and challenges of each regional market, such as China, India, and other parts of Asia, and tailor the S/4HANA solution accordingly.
It reduces the risk and complexity of the implementation by limiting the scope and impact of each phase, and enabling faster testing and validation of the S/4HANA system.
It facilitates the adoption and change management of S/4HANA by providing a gradual and smooth transition for the users and stakeholders, and allowing them to learn from the experiences and best practices of each phase.
It ensures a high degree of standardization across the organization by leveraging the SAP Activate methodology, which provides a common framework, tools, and accelerators for S/4HANA implementations.
The other options (A, B, C) are not the best implementation approaches for Green Elk & Company in this case, because they have some drawbacks, such as:
Phased by application: This approach involves implementing S/4HANA by functional area or module, such as finance, logistics, or human resources. This approach is not suitable for Green Elk & Company because it would create inconsistencies and integration issues between the S/4HANA and ERP systems, and it would not address the specific needs and challenges of each regional market.
Big bang: This approach involves implementing S/4HANA for the entire organization at once, replacing all the existing ERP systems. This approach is not suitable for Green Elk & Company because it would entail a high risk and complexity of the implementation, and it would require a massive effort and investment in terms of time, resources, and change management.
Small buck: This approach involves implementing S/4HANA for a small subset of users or processes within a company or business unit. This approach is not suitable for Green Elk & Company because it would limit the benefits and value of S/4HANA, and it would not support their strategic goal of increasing their revenue in the emerging markets.
Verified References: SAP Activate Methodology, SAP S/4HANA Implementation Scenarios, SAP S/4HANA Deployment Options

QUESTION 27
Wanderlust’s CIO asks you to evaluate the SAP Enterprise Architecture Framework. At Wanderlust GmbH a non-SAP EA tool is used, How would you proceed with the request and why? Note: There are
2 correct answers to this question.

I tell the CIO that the SAP EA Framework cannot be used because the Wanderlust GmbH uses a non- SAP EA tool. Therefore, further evaluation is not necessary.

I evaluate both the SAP EA Methodology and TOGAF ADM. I recommend the approach that fits best Wanderlust’s requirements.

I tell the CIO that the SAP EA Framework also encompasses architecture services and practices. Based on a cost-benefit analysis I consider using the services and practices that fit best the project.

I check whether the SAP Reference Business Architecture and Reference Solution Architecture Content can help to either define the scope of the architecture work or describe a target architecture structure. If they do, I suggest to use the Reference Architecture Content of SAP.

QUESTION 28
The Wanderlust CIO, along with you, the Chief Enterprise Architect, are in the process of deciding on the application that can potentially replace your existing online marketing application, and you are trying to create the artifact Business Footprint Diagram for decision support ( See table below) Which of the following combinations of goals, business capabilities, and applications would you recommend?
Note: There are 2 correct answers to this question,

2-A-4,1-F-2

1-D-3,1-H-2

1-B-3,1-C-3

2-E-3,2-G-3,2-B-3

QUESTION 29
You, as the Chief Enterprise Architect of Wanderlust GmbH, have been trying to formulate the Business Strategy Map. You are currently working on the strategic objective to “Increase supply reliability of Lithium batteries”. Arrange the elements of the Business Strategy Map into the right order that shows the dependencies between these elements.

QUESTION 30
As a result of solution mapping, business capabilities might require services which partners have implemented in SAP BTP. Which SAP components and services, if any, are required to integrate such BTP partner services with an on-premise SAP S/4HANA system (hybrid scenario)?

SAP HANA Cloud Connection, and the corresponding SAP Data Provisioning Agent, to make the on-premises system available to applications and services in a given SAP BTP sub account. Preferably use the SAP BTP Destination Service.

No other components are required to make an SAP on-premise backend system securely accessible over SAP BTP SAP BTP automatically establishes secure connections in SAP backend systems.

SAP Cloud Connector to make the on-premises system available to applications and services in a given SAP BTP sub account. Preferably use the SAP BTP Destination Service in combination with Cloud Connector.

Explanation
In a hybrid scenario, where business capabilities require services which partners have implemented in SAP BTP and an on-premise SAP S/4HANA system, the following SAP components and services are required to integrate such BTP partner services with the on-premise system:
SAP Cloud Connector: The SAP Cloud Connector is a software component that allows you to connect your on-premise SAP systems to SAP BTP. The Cloud Connector provides a secure connection between your on-premise system and SAP BTP, and it also makes your on-premise system available to applications and services in SAP BTP.
SAP BTP Destination Service: The SAP BTP Destination Service is a service that provides a single point of entry for accessing on-premise systems from SAP BTP. The Destination Service makes it easy to manage and secure connections to on-premise systems, and it also provides a way to federate data from different on-premise systems.
In order to integrate BTP partner services with an on-premise SAP S/4HANA system, you will need to install the SAP Cloud Connector on your on-premise system and register the Cloud Connector with SAP BTP. You will also need to create a destination in the SAP BTP Destination Service for your on-premise system. Once you have done this, you will be able to access the on-premise system from applications and services in SAP BTP.
It is important to note that you can also use other SAP components to integrate on-premise systems with SAP BTP. However, the SAP Cloud Connector and the SAP BTP Destination Service are the most commonly used components for this purpose.
To integrate BTP partner services with an on-premise SAP S/4HANA system, you need to use the SAP Cloud Connector, which is a reverse proxy that establishes a secure connection between your on-premise system and your SAP BTP subaccount5. The Cloud Connector acts as a bridge between your on-premise network and a trusted subaccount on SAP BTP6. It allows you to access resources in your on-premise network from applications running on SAP BTP without exposing your internal landscape to the internet7.
To simplify the configuration and consumption of the Cloud Connector connection, you can use the SAP BTP Destination Service, which is a service that allows you to define and manage destinations for accessing remote systems from applications running on SAP BTP8. A destination is a set of properties that contains information such as the URL, authentication method, proxy type, and additional parameters of a remote system9. By using the Destination Service, you can centrally manage and securely store the connection details of your on-premise system and consume them from your BTP partner services.
Verified References: 5:
https://help.sap.com/viewer/cca91383641e40ffbe03bdc78f00f681/Cloud/en-US/e6c7616abb5710148cfcf3e75d96
| 6:
https://help.sap.com/viewer/cca91383641e40ffbe03bdc78f00f681/Cloud/en-US/8d3b28a7c1644a1c9d1ee165ec0
| 7:
https://help.sap.com/viewer/cca91383641e40ffbe03bdc78f00f681/Cloud/en-US/e54cc8fbbb571014a4d9e7f02f9f
| 8:
https://help.sap.com/viewer/cca91383641e40ffbe03bdc78f00f681/Cloud/en-US/3cb7b81115c44cf594e0e363129
| 9:
https://help.sap.com/viewer/cca91383641e40ffbe03bdc78f00f681/Cloud/en-US/e54f70d327154aa0a4ba36ce7ac4

QUESTION 31
Why would you recommend building SAP Side-by-Side Extensions to an S/4HANA system based on SAP BTP?

Extensions on SAP BTP technology can easily use of S/4HANA eventing.

Extensions on SAP BTP can maintain SAP user and security context and allow the use of S/4HANA eventing.

Extensions should be built on SAP BTP because SAP BTP is the only option for building a consistent user experience based on SAP Fiori UX styles.

Explanation
There are a few reasons why you would recommend building SAP Side-by-Side Extensions to an S/4HANA system based on SAP BTP.
SAP BTP is a cloud-based platform, which means that extensions can be developed, deployed, and managed in the cloud. This makes it easy to scale and manage extensions, and it also makes it easier to collaborate with other developers.
SAP BTP provides a number of services that can be used to build extensions, such as SAP Cloud Platform Integration and SAP Cloud Platform Event Mesh. These services can help to make extensions more scalable, reliable, and secure.
SAP BTP supports a variety of programming languages, which means that developers can use the language they are most comfortable with. This can help to make the development process more efficient and productive.
In addition to these reasons, SAP BTP also allows extensions to maintain SAP user and security context and allow the use of S/4HANA eventing. This is important because it ensures that users are only able to access the data and functionality that they are authorized to access, and it also allows extensions to react to events that occur in S/4HANA.
Therefore, SAP BTP is a good choice for building SAP Side-by-Side Extensions to an S/4HANA system.
Extensions on SAP BTP can maintain SAP user and security context, which means that the extensions can use the same authentication and authorization mechanisms as the S/4HANA system and respect the user roles and permissions defined in the S/4HANA system.
Extensions on SAP BTP can use S/4HANA eventing, which means that the extensions can subscribe to business events that are triggered by the S/4HANA system and react to them accordingly. For example, an extension can listen to a sales order creation event and perform some additional logic or integration based on the event data.
Extensions on SAP BTP can leverage the SAP Cloud Platform Integration Suite and the SAP HANA Data Management Suite, which provide a comprehensive set of services and tools for different integration scenarios, such as process integration, data integration, analytics integration, user integration, and thing integration.
Extensions on SAP BTP can benefit from the cloud-native capabilities of SAP BTP, such as scalability, elasticity, availability, and security. Extensions on SAP BTP can also take advantage of the various programming languages, frameworks, and technologies supported by SAP BTP, such as Java, Node.js, Python, Go, PHP, CAP, or serverless functions.
Verified References: 6:
https://help.sap.com/viewer/9d1db9835307451daa8c930fbd9ab264/2020.002/en-US/6f7b0c5a5e0d4f8a8b7c0e9c

QUESTION 32
While trying to identify and map key stakeholders in Wanderlust, you, as the Chief Enterprise Architect, have been evangelizing the strategic business and IT objectives with business and IT departments across regions and taking in their views on the upcoming business transformation, Match the feedback from stakeholders (shown on the left) to the categorization and to some of the actions in the dropdown lists.

QUESTION 33
As Chief Enterprise Architect, you want to select an extension option that follows SAP’s clean-core strategy. What are your recommendations to implement the clean-core strategy best?

To follow the clean-core strategy, the so-called “Developer Extensibility” of S/4HANA isn’t allowed.
Extensions must use “Side-by-Side Extensibility” on the SAP Business Technology Platform. These extensions use corresponding public remote APIs of the S/4HANA backend system.

Follow SAP’s Tier 1 to Tier 2 extension model, which enables different extension options: Cloud Extensibility Model and Cloud API Enablement. This allows the development of cloud- ready and upgrade-stable applications and extensions.

Use “Key User Extensibility” functions of S/4HANA for simple extensions. “Developer Extensibility must comply with the rules for a Tier-1 or Tier-2 extension.

Use of public local APIs or public remote APIs for “Developer Extensibility.

QUESTION 34
A custom web application developed with SAPUI5 and running on SAP Business Technology Platform uses large custom data objects deployed in a central data store (SAP HANA Cloud). The solution architect of the application is unsure about which tools to use for integration of this data from different SAP Sources into the central data store and asks you as the Enterprise Architect for guidance. Under which conditions is a data-oriented integration approach (Data Integration) preferable to other integration styles?

The data objects are built with data from different SAP and non-SAP sources that change infrequently and are available from REST and Message APIs (event-driven systems).

If the data objects are built with data from different SAP and non-SAP sources that can be structured and unstructured, change with high frequency, and need to be cleansed, correlated and partly newly calculated.

If the data objects are built with data from different SAP and non-SAP sources that can be structured and unstructured, change with high frequency, and need to be newly calculated.

QUESTION 35
Which of the following set of artifacts does SAP provide as part of the SAP Reference Solution Architecture content?

Solution Value Flow Diagram/Solution Process Flow Diagram/Solution Component Diagram/Solution Data Flow Diagram.

Solution Context Diagram/Solution Component Diagram/Solution Application Use-Case Diagram/Solution Value Flow Diagram.

Solution Value Flow Diagram/Solution Process Flow Diagram/Solution Component Diagram.

QUESTION 36
As Chief Enterprise Architect of Wanderlust GmbH, you have just finished documenting the business ecosystem around online marketing. The CEO is asking for a suitable artifact to rejuvenate online marketing with a set of employees and partners. What would you do to be ready with the right information in this situation?

Extend the organization map into a statement of architecture work.

Create a stakeholder map.

Extend the organizational map by detailing the organization units, partners and stakeholder groups further into business roles and personas.

Extend the business ecosystem into business capabilities and processes.

QUESTION 37
Demand and Supply Planning (SAP IBP) implementation has been identified as a quick win, based on feedback from a large cross section of Wanderlust stakeholders. As the Chief Enterprise Architect, you have now been asked to scope and contextualize the architecture project. Architecture principles have already been adopted. Which of the following activities should you to initiate to conclude the Statement of Architecture Work for the intended SAP IBP implementation initiative? Note: There are 3 correct answers to this question.

Conduct a Fit Gap Assessment to identify requirements that cannot be met

Define the Solution Context for the architecture work.

Conduct a high-level Capability Assessment to identify areas of improvement (business and IT).

Conduct a technical Proof of Concept to understand features and functionalities of SAP IBP.

Outline the aspirational Solution Concept to address the stakeholders’ needs and business requirements.

QUESTION 38
With the lead to cash Business capabilities identified, as chief Enterprise Architect the Wanderlust CIO has asked your capabilities.
See Image,

The SAP enterprise Architect has shared the snapshot for your reference. What is the pertinent SAP Solution in the market to Lead Business Process module of the Lead to cash E2E Process

SAP Sales Cloud version 2

SAP Omnichannel Promotion Pricing

SAP customer data cloud

SAP Emarsys Customer engagement

QUESTION 39
The CIO of Wanderlust strongly feels that the seldom-used legacy Marketing application cannot be the platform to rejuvenate their online marketing business. As Chief Enterprise Architect, the CIO has entrusted you with the responsibility of finding a suitable replacement that can support all current processes and also address the issues plaguing the existing application. Which of the following should you do to conclusively shortlist possible applications to replace the existing one? Note: There are 2 correct answers to this question.

Start with current processes, map business capabilities to these processes, and identify which application(s) in the market can deliver such capabilities.

Compare the costs of those market leading online marketing applications and rank the top applications in terms of license, implementation, maintenance and subscription cost.

Adopt a process centric approach, relate Wanderlust processes to industry standard processes, and identify applications/ solutions which deliver such processes.

Understand the features of leading online marketing applications available in the market through product demonstrations and rank the applications in terms of features.

Explanation
Starting with the current processes will help to understand the capabilities that are needed in a new application.
This will help to narrow down the field of potential applications and identify those that are most likely to meet the needs of Wanderlust.
Mapping business capabilities to these processes will help to identify the gaps in the current capabilities and the areas where improvement is needed. This will help to ensure that the new application meets the needs of Wanderlust and addresses the issues plaguing the existing application.
Relating Wanderlust processes to industry standard processes will help to identify applications that are already being used by other organizations. This can be a good way to ensure that the new application is compatible with other systems and that it can be easily integrated with existing systems.
The other two options, Comparing the costs of those market leading online marketing applications and Understanding the features of leading online marketing applications available in the market through product demonstrations and ranking the applications in terms of features, are not as critical at this stage. The costs of the applications can be compared once the shortlist of applications has been finalized. The features of the applications can be understood through product demonstrations once the shortlist has been finalized.
Therefore, the best course of action is to start with the current processes, map business capabilities to these processes, and identify which application(s) in the market can deliver such capabilities. This will help to narrow down the field of potential applications and identify those that are most likely to meet the needs of Wanderlust.
Here are some of the benefits of taking a process-centric approach to selecting a new marketing application:
It can help to ensure that the new application meets the needs of the business.
It can help to identify applications that are already being used by other organizations.
It can help to ensure that the new application is compatible with other systems and that it can be easily integrated with existing systems.

QUESTION 40
Which runtime environments does SAP directly support an SAP BTP?

SAP BTP, Cloud Foundry environment/SAP Business Technology Platform (BTP), ABAP environment/SAP BTP, Kyma runtime

Kubemetes/SAP Business Technology Platform (BTP), ABAP environment

OpenJDK for Java applications/Openshift for Kubernetes

Explanation
SAP Business Technology Platform (BTP) is a suite of cloud-based platform-as-a-service (PaaS) offerings from SAP. BTP provides a variety of runtime environments for running applications, including:
SAP BTP, Cloud Foundry environment: This is a popular runtime environment for running Java, Node.js, and Python applications.
SAP Business Technology Platform (BTP), ABAP environment: This is a runtime environment for running ABAP applications.
SAP BTP, Kyma runtime: This is a runtime environment for running Kubernetes-based applications.
In addition to these runtime environments, BTP also provides a number of other services, such as:
Database services: BTP provides a variety of database services, including SAP HANA, MySQL, and PostgreSQL.
Messaging services: BTP provides a variety of messaging services, such as SAP Cloud Platform Integration and SAP Cloud Platform Event Mesh.
Storage services: BTP provides a variety of storage services, such as SAP Cloud Platform Object Storage and SAP Cloud Platform File Storage.
BTP is a comprehensive platform that provides a variety of services for running applications and managing data. The different runtime environments available in BTP allow you to choose the right environment for your specific needs.
SAP BTP supports multiple runtime environments for different purposes and skill sets. A runtime environment is any runtime that hosts applications and services. An SAP BTP environment provides integration into the SAP BTP account model, cockpit, and permissions management10. The following are the runtime environments that SAP directly supports on SAP BTP:
SAP BTP, Cloud Foundry environment: This environment allows you to create polyglot cloud applications in Cloud Foundry. It supports various programming languages, such as Java, Node.js, Python, Go, and PHP. It also provides a code-to-container packaging and deployment model, platform-managed application security patching and updates, automatic application routing, load balancing, health checks, and multilevel self-healing.
It also supports the Cloud Application Programming Model (CAP), which is an opinionated framework for developing business applications.
SAP Business Technology Platform (BTP), ABAP environment: This environment allows you to create ABAP-based cloud applications within the Cloud Foundry environment. It supports the ABAP programming language and the ABAP RESTful Programming Model (RAP), which is a framework for developing RESTful services and user interfaces. It also provides an integrated development lifecycle and enables you to reuse existing on-premise ABAP assets.
SAP BTP, Kyma runtime: This environment provides a fully managed cloud-native Kubernetes application runtime based on the open-source project “Kyma”. It supports various programming languages and models, such as Node.js, Python, Go, Java, CAP, and serverless functions. It also provides a built-in service mesh, eventing framework, API gateway, service catalog, and service binding capabilities. It enables you to develop highly scalable, microservice-based applications and user-centric process extensions.
Verified References: 10:
https://help.sap.com/docs/btp/architecture-and-development-guide-for-industry-cloud-solutions/runtimes-environ
| : https://help.sap.com/docs/btp/sap-business-technology-platform/environments

QUESTION 41
While discussing the Smart Battery initiative in greater detail with the appropriate stakeholder, as Chief Enterprise Architect of Wanderlust, you discover that several key areas such as value proposition, cost structure, revenue streams, partners, and channels have been worked upon in isolation and therefore do not tally with each other. Which artifact would you recommend to bring all the above key dimensions together in a single window, to have a unified, consistent, holistic view of the Smart Battery initiative?

Architecture Principles

Statement of Architecture Work

Business Strategy Map

Business Model Canvas

Explanation
A Business Model Canvas is a strategic management and entrepreneurial tool that allows you to describe, design, challenge, invent, and pivot your business model1. A Business Model Canvas consists of nine building blocks that cover the four main areas of a business: customers, offer, infrastructure, and financial viability2.
These building blocks are:
Value Proposition: The value that you deliver to your customers and the problem that you solve for them.
Customer Segments: The different groups of people or organizations that you aim to reach and serve.
Channels: The ways that you communicate with and deliver value to your customers.
Customer Relationships: The types of relationships that you establish and maintain with your customers.
Revenue Streams: The sources of income that you generate from your value proposition.
Key Resources: The most important assets that you need to create and deliver your value proposition.
Key Activities: The most important things that you do to create and deliver your value proposition.
Key Partnerships: The network of suppliers and partners that help you create and deliver your value proposition.
Cost Structure: The most significant costs that you incur to create and deliver your value proposition.
A Business Model Canvas is a useful artifact to bring all the key dimensions of the Smart Battery initiative together in a single window, to have a unified, consistent, holistic view of the initiative. By using a Business Model Canvas, you can:
Visualize the entire business model of the Smart Battery initiative on one page.
Identify the gaps, inconsistencies, or conflicts among the different elements of the business model.
Align the value proposition, cost structure, revenue streams, partners, and channels with the customer segments and their needs.
Test and validate your assumptions and hypotheses about the business model.
Iterate and improve your business model based on feedback and data.
Verified References: 1: https://www.strategyzer.com/canvas/business-model-canvas | 2:
https://www.investopedia.com/terms/b/business-model-canvas.asp

QUESTION 42
When creating an application architecture roadmap, the WHAT and WHERE are defined in a rather straightforward way, while the WHOM may differ by context. Multiple roadmap clusters may apply a variety of WHOM dimensions. For example, procurement vs. asset management. Which of the following definitions are correct? Note. There are 3 correct answers to this question.

Asset Classes/Vehicles, Production Machines, Office Equipment

Material Groups/Products, raw materials. Spare parts/Direct Materials, indirect materials

Groups of Persons/Permanent Staff, Contracted Staff, Students/Business Expense/Operational expenditure/Capital expenditure

Working model/Home office, head quarter, affiliate

Explanation
The WHOM dimension of an application architecture roadmap defines the different groups of stakeholders or users that are involved in or affected by the application. The WHOM dimension can vary depending on the context and the scope of the roadmap. For example, in the context of procurement vs. asset management, the WHOM dimension could include material groups/products, groups of persons, and working model as possible clusters. These clusters represent different categories of items, people, and locations that are relevant for the procurement and asset management processes. For example:
Material groups/products: This cluster could include different types of materials or products that are procured or managed by the organization, such as raw materials, spare parts, direct materials, or indirect materials. These categories could have different requirements, standards, or regulations that affect the application architecture.
Groups of persons: This cluster could include different types of people that are involved in or benefit from the procurement and asset management processes, such as permanent staff, contracted staff, or students. These groups could have different roles, responsibilities, or access rights that affect the application architecture.
Working model: This cluster could include different modes or locations of work that are supported by the procurement and asset management processes, such as home office, head quarter, or affiliate. These modes or locations could have different technical, legal, or organizational implications that affect the application architecture.
The other option (A) is not a correct definition of a WHOM dimension cluster, because it does not represent a group of stakeholders or users, but rather a group of assets or resources that are managed by the organization.
Asset classes/vehicles, production machines, and office equipment are examples of WHAT dimension clusters, which define the different types of assets or resources that are relevant for the application architecture.
Verified References: Strategic Architecture Roadmap for Composable Enterprise Applications, What is an application architecture?, Phase C: Information Systems Architectures – Application Architecture

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