Simplifying the Application Deployment: OAM Approach

Introduction

The Open Application Model (OAM) is a set of guidelines and practices that help teams build and manage applications, particularly those that run on the Internet. Think of it as a recipe book that provides instructions for creating, organizing, and managing the different parts of an application.

An application typically consists of several parts that work together, like puzzle pieces. These parts can include things like user interfaces, data storage, and communication services. OAM helps separate the responsibilities of the people who create these parts (developers) and those who ensure they run smoothly and securely (operators).

By using OAM, developers can focus on building the application's features, while operators can take care of setting up and managing the environment where the application runs. This separation of tasks makes it easier for teams to work together and create better applications.

Deploying application has never been easy for users who are at an early stage or has never deployed any application before. Today we will be discussing how Open Application Model is going to simplify your life by reducing the complexities.

Let's take the example of an E-commerce Platform.

Imagine there is an e-commerce business that comprises various microservices, such as user authentication, product catalogue, shopping cart, and payment gateway. Let's say, the platform expands, and managing and deploying these microservices becomes complex. To streamline the deployment process and improve maintainability, the development team decides to adopt the Open Application Model. An open application model consists of components, components are the building blocks of the application. They are individual or modular pieces of functionality within the application. Let's see how an application can be broken down into different components.

  • First, define application components. The first step involves defining the application components using OAM. Each microservice is represented as a component, with its properties and specifications described in a YAML file. For instance, the product catalogue component might include details like its container image, environment variables, and exposed ports. Likewise, there will be other components for every microservice. Keep in mind not all microservice need to be components rather it depends on the requirements of the application. A microservice can be broken into two or more components

  • Defining Application Configurations. Next, the team creates application configurations to specify how the components are organized and interact. They define traits, such as autoscaling and ingress, to automatically scale the microservices based on demand and expose them to the internet. Additionally, the team can specify relationships between components, such as the dependency between the shopping cart and the product catalogue.

  • Platform-agnostic. OAM is designed to be platform-agnostic, meaning that applications defined using OAM can be deployed on any compatible platform, such as Kubernetes, serverless environments, or edge devices. This allows organizations to switch between different platforms or cloud providers without having to modify their application definitions significantly.

  • OAM is compatible with container orchestrators. OAM works seamlessly with container orchestration platforms like Kubernetes, providing a higher-level abstraction for defining and managing applications. This abstraction simplifies the deployment process and reduces the learning curve for developers and operators new to container orchestration.

  • Integration with Devops and CI/CD pipelines. OAM promotes seamless integration with DevOps processes and Continuous Integration/Continuous Deployment (CI/CD) pipelines. This integration enables teams to automate the deployment process, reducing manual intervention, and improving overall efficiency.

OAM vs Microservice

OAM and Microservices are kind of related concepts but they serve differently in terms of application development and deployment. It can be broken down into different categories:

OAM(Open Application Model):

  • OAM is a standard for defining, packaging and managing cloud-native applications.

  • It provides a platform-agnostic way to describe application components, configurations, and traits.

  • OAM enables a clear separation of concerns between developers (who create application components) and operators (who manage application configurations and infrastructure).

  • It simplifies the deployment process across various platforms, such as Kubernetes or serverless environments, and promotes portability across different cloud providers.

Microservices:

  • Microservices are an architectural pattern for designing and developing applications.

  • It involves breaking down an application into small, independent, and loosely coupled services that can be developed, deployed and scaled independently.

  • Microservices promote the use of different technologies and languages for different services, depending on their specific requirements.

  • This architectural pattern facilitates easier maintenance, better scalability, and faster development and deployment cycles.

Summarizing this we can say that OAM is a standard for managing applications whereas microservices are architectural patterns for designing applications. OAM can be used to manage and deploy applications built using the microservices architecture, simplifying the process of managing various microservices and their interactions.

Health Monitoring System

The Open Application Model (OAM) can be effectively used in health monitoring systems to simplify the deployment and management of various components that make up the system. Health monitoring systems typically collect and analyze data from wearable devices, electronic health records, and other sources to provide insights, recommendations, or alerts related to an individual's health. OAM can help manage the different components of such systems by providing a standardized approach to defining, packaging, and managing applications. We can implement component-based architecture such as data ingestion services, data processing pipelines, analytics engines, and user interfaces. OAM allows developers to define each component individually, promoting modularity and separation of concerns.

OAM facilitates seamless integration with DevOps processes and Continuous Integration/Continuous Deployment (CI/CD) pipelines, enabling health monitoring systems to iterate and deploy updates more efficiently, ensuring that the latest features and enhancements reach users quickly.

By implementing the Open Application Model in the health sector then organizations can focus on streamlining deployment and management processes while operators ensure the system's stability, reliability, and security.

Gaming Platform

Talking about the use-case of OAM in the gaming platform. It can effectively be employed in gaming platforms to manage the deployment and runtime configurations of various components that make up the platform. Live gaming platforms often rely on multiple components such as game servers, matchmaking services, social features, and content delivery networks. OAM can help manage these components in a standardized and efficient manner.

We are already familiar with the different components of gaming platforms. OAM allows developers to define these components individually, promoting modularity and separation of concerns. This approach makes it easier to develop, deploy, and manage different components of the gaming platform. By leveraging OAM to manage the various components of a gaming platform, operators can monitor and update individual components without affecting the entire system. This modular approach simplifies maintenance, reduces downtime, and improves overall system reliability.

Machine Learning Pipeline

The Open Application Model (OAM) can be effectively utilized in machine learning pipelines to manage the deployment and runtime configurations of various components that make up the pipeline. Machine learning pipelines often involve several stages, such as data ingestion, data transformation, model training, and model serving. OAM can help manage these components in a standardized and efficient manner.

As the volume of data and complexity of models increases, machine learning pipelines need to scale efficiently to handle the growing demand. OAM supports defining scaling policies and resource allocation as separate operational traits, making it easier for operators to manage scaling without impacting the development process.

By using OAM to manage the various components of a machine learning pipeline, operators can monitor and update individual components without affecting the entire system. This modular approach simplifies maintenance, reduces downtime, and improves overall system reliability.

Conclusion

Throughout our discussion, we explored the Open Application Model (OAM), a set of guidelines and practices that simplify the process of building, deploying, and managing cloud-native applications. OAM promotes a component-based architecture and separates the responsibilities of developers and operators, making it easier for teams to collaborate and create better applications.

We also discussed several real-world use cases where OAM can be effectively employed, including health monitoring systems, gaming platforms, and machine learning pipelines. In each of these scenarios, OAM's benefits, such as modularity, scalability, and platform-agnostic deployment, help streamline the management of various components and improve the overall efficiency of application development and deployment processes.

In conclusion, the Open Application Model is a powerful tool that can greatly simplify the way organizations create and manage applications. By adopting OAM, teams can focus on delivering value to their customers while ensuring their applications remain reliable, scalable, and secure, regardless of the platform or technology stack they choose.

Did you find this article valuable?

Support Yuvraj Chhetri by becoming a sponsor. Any amount is appreciated!