This Data Integration Approach is an example of

This Data Integration Approach is an example of

This Data Integration Approach is an example of

This Data Integration Approach is an example of

This Data Integration Approach is an example of

This Data Integration Approach is an example of

Identify the Architecture Style/Pattern

Identify the Architecture Style/Pattern

Which is the Microservices Architecture

Which is the Event-Driven Architecture

Which is the Service-Oriented Architecture

Which is the Publish-Subscribe Pattern

Which is the Model-View-Controller

Which is the Event Sourcing

Which is the Hexagonal Architecture

It refers to the process of combining different subsystems, components, or applications within an organization to work together as a unified and cohesive system.

It involves connecting and integrating diverse hardware, software, databases, and interfaces to enable seamless data exchange, communication, and interoperability.

Provide standardized approaches and guidelines for designing software systems and applications.

They help architects and developers make informed decisions regarding the system's structure, organization, and interactions.

_______ divides the system into logical layers, each responsible for specific functionalities.

Organized hierarchically

This architecture promotes scalability, as multiple clients can interact with the same server.

decomposes a system into small, independent services that can be developed, deployed, and scaled independently.

Each service focuses on a specific business capability and communicates with other services through lightweight protocols like HTTP or messaging.

promote flexibility, scalability, and the ability to adopt different technologies for each service

Components or services communicate by producing and consuming events or messages.

Triggers actions or reactions in other components, enabling loose coupling and asynchronous communication.

Well suited for real-time, event-based systems and scalable applications.

Emphasizes the organization of software systems as a collection of services that communicate with each other.

Services are self-contained, loosely coupled, and encapsulate specific functionalities.

They expose well-defined interfaces and can be reused across different applications and platforms. Promotes interoperability, modularity, and flexibility in system design.

Provides a layer of abstraction between the application and the data persistence layer.

It encapsulates data access logic and provides a consistent interface to interact with the underlying data storage.

Simplifies data retrieval, modification, and querying by abstracting away the details of the data storage implementation.

The state of an application is derived by capturing and storing events rather than just storing the current state.

Each event represents a change in the application's state and is stored in an event log.

The application's current state can be reconstructed by replaying the events in the log. Provides auditability, scalability, and the ability to track and analyze changes over time

Enables communication between components by broadcasting messages to multiple subscribers.

Promotes the separation of the core business logic from external dependencies. It consists of an inner core, which contains the essential business rules and operations, and outer layers or ports and adapters that handle input/output and communication with external systems.

This architectural pattern separates the application into three main components

In Service-Oriented Architecture this service type is critical for business applications.

In Service-Oriented Architecture this service type is used to develop and deploy apps.

In Service-Oriented Architecture this service type serves to implement functionality

This component in Service-Oriented Architecture defines how a service provider will execute requests from a service consumer.

Which component in Service-Oriented Architecture is the service code

This component in Service-Oriented Architecture defines how the service provider and service consumer should interact.

In Service-Oriented Architecture this service type is instrumental for backend processes like security and authentication.

This is a Common Data Integration Approach wherein Data from different sources is manually entered into a central system or database.

This is a Common Data Integration Approach provide a standardized way for applications to interact and exchange data with each other

This is a Common Data Integration Approach allows users to access and query data from multiple sources as if it were stored in a single location. It creates a virtual layer that abstracts the underlying data sources, providing a unified and integrated view of the data.

This is a Common Data Integration Approach involves accessing and querying data from multiple sources in real-time without physically integrating the data. It relies on metadata and data access services to retrieve and combine data from different sources on the fly.

This is a Common Data Integration Approach which ensures that data in multiple systems remains consistent by keeping them updated with each other. It involves identifying changes in source systems and applying those changes to the target systems. Some of the data synchronization techniques are database triggers, replication, messaging systems, or custom synchronization processes.

This is a Common Data Integration Approach wherein It involves extracting data from multiple source systems, transforming the data into a consistent format, and loading it into a target system or data warehouse. It handle data cleansing, data validation, data transformation, and data enrichment.

This is a Common Data Integration Approach wherein It involves creating and maintaining copies of data from source systems to target systems. It can be performed at the database level or the application level. Database replication techniques include master-slave replication, multi-master replication, and peer-to-peer replication.

This is a Common Data Integration Approach wherein A middleware infrastructure that facilitates communication and integration between various systems and services. It provides routing, transformation, and mediation capabilities, enabling data to be exchanged between systems with different protocols and formats.

This is a Common Data Integration Approach wherein it captures and propagates only the changes made to source data since the last synchronization. It monitors data changes in the source systems and captures the modified data to update the target system accordingly.

These are example of Integration Platforms except for: (Choose all that applies)

What are the three components in Service-Oriented Architecture.

These are example of Middleware except for: (Choose all that applies)

In Service-Oriented Architecture these are the different Service Types except for: (Choose all that applies)

These are example of Integration Technologies except for: (Choose all that applies)

In MVC pattern the _____ represents the application's data and business logic

In MVC pattern the _____ displays the model's data and interacts with the user.

In MVC pattern the _____ handles user input, updates the model, and manages the flow of data between the model and the view.

Integration platforms simplify the complexity of integrating heterogeneous systems, streamline data flows, and support real-time or batch-based integration scenarios

Service-Oriented Architecture (SOA) has an application scope, while the Microservices Architecture has an enterprise scope.

Apache Kafka can handle publishing, subscribing to, storing, and processing event streams in real time.

Integration Techniques and Patterns refers to approaches and strategies used to connect and combine various software systems, components, or services to enable them to work together seamlessly

Apache Kafka supports a limited range of use cases where high throughput and scalability are not vital, and by maximizing the need for point-to-point integrations for data sharing in certain applications, it can increase latency to milliseconds.

The source of an event cannot be from internal or external inputs. Events cannot generate from a user, like a mouse click or keystroke, an external source, such as a sensor output, or come from the system, like loading a program.

Integration platforms provide a decentralized environment for designing, implementing, and managing integrations. They typically lack features such as data mapping and transformation, workflow orchestration, connectivity adapters, monitoring, and governance capabilities.

Middleware refers to the software layer that resides within the operating system. It does not act as a mediator or facilitator and does not enable communication, data exchange, or interaction between different software components, systems, or services.

An event is not the same as an event notification, which is a message or notification sent by the system to notify another part of the system that an event has taken place.

Middleware provides a set of services and functionalities that abstract the underlying complexities of the systems being integrated, making it easier to develop, deploy, and manage distributed applications.

Integration technologies encompass a wide range of tools, protocols, and approaches that facilitate the integration of systems, applications, and data. These technologies enable seamless communication, data exchange, and interoperability between disparate components within an organization.

SOA does not promote interoperability, modularity, and flexibility in system design.

SOA emphasizes the organization of software systems as a collection of services that communicate with each other.

A common application integration technique that involves establishing direct connections between individual applications or systems. This approach requires creating custom interfaces or connectors to facilitate data exchange and communication between specific applications.

A common application integration technique that provides a messaging infrastructure that allows applications to communicate through the exchange of messages. • Applications send and receive messages via a messaging system, which acts as a central hub for message routing and delivery.

An architectural style where applications are designed as a collection of services that have well-defined interfaces.

A common application integration technique that can be used for both internal and external integration, allowing applications to interact, exchange data, and invoke specific functions or services.

A common application integration technique that provides a centralized hub for routing, transformation, and mediation of messages between applications. It can handle different communication protocols, data formats, and message routing patterns, allowing applications to integrate with each other more easily

These techniques involve extracting data from source applications, transforming it as necessary, and loading it into target applications or databases. Data integration ensures data consistency and availability across multiple applications.

It provides a comprehensive set of tools, technologies, and frameworks for application integration. These platforms often include features such as connectors, adapters, message queues, data transformation capabilities, and workflow engines.

It involves orchestrating and automating business processes that span multiple applications. Provide capabilities for modeling, executing, and monitoring complex workflows involving various applications and systems. Enables the integration of applications at the process level, coordinating their interactions and data exchanges.

It is an architectural pattern where applications communicate and react to events or messages. It enables asynchronous and loosely coupled integration, where applications can react to events in real-time and trigger appropriate actions or workflows

Which Application Integration Diagram is a Point-to-Point Integration?

Which Application Integration Diagram is a Message-Oriented-Middleware?

Orchestration does not refer to a centralized approach to service integration. In this pattern, there is no central entity, often referred to as an orchestration engine or a workflow engine, that controls and coordinates the interactions between services. The orchestrator does not define the sequence of activities and the flow of data between the services involved in a particular business process.

Choreography, on the other hand, follows a decentralized approach to service integration. Instead of a central orchestrator, services communicate directly with each other based on pre-established contracts or message formats. Each service understands its own responsibilities and how to interact with other services based on these contracts

Which of these diagram of Service Integration Pattern is Choreography

Which of these diagram of Service Integration Pattern is Orchestration

The main goal of integration governance is to ensure that different components of the organization's technology landscape work together effectively and efficiently, enabling seamless communication and data flow across the entire enterprise.

All are key aspects of integration governance except for: (Choose all that applies)

IAM systems often use Permissions to group individuals with similar job functions and responsibilities. Roles are then associated with these permission to control access to specific resources or actions.

IAM systems handle the entire identity lifecycle, including provisioning (creating accounts), deprovisioning (removing accounts), and managing changes to access rights during an individual's employment or affiliation with the organization.