"Building Asynchronous SOA for Modern Applications", Sai Pragna Etikyala

Fwdays
FwdaysFwdays
Workflow
orchestrators make
Asynchronous SOA
Easy
What is asynchronous SOA?
● Asynchronous SOA refers to a design where services communicate without requiring
an immediate response.
● It allows the client to send a request and continue with other tasks, receiving the
response at an unspecified later time.
● This approach enhances system performance and scalability as services can operate
independently and in parallel.
Asynchronous SOA - Behind the Scenes
● When you order food on your favorite food delivery app, it triggers concurrent,
asynchronous processes: order confirmation, payment processing, restaurant
notification, food preparation, and delivery.
● These steps, while appearing sequential to you, are processed concurrently in the
system
"Building Asynchronous SOA for Modern Applications", Sai Pragna Etikyala
Challenges of
building
asynchronous SOA
State Management
● In an event-driven, asynchronous SOA like a food delivery app, managing state is
complex.
● As the order moves through stages - placed, confirmed, prepared, and delivered - each
stage is triggered by events and runs independently.
● Ensuring accurate state management across these dispersed, independent processes
is challenging, but vital to avoid inaccuracies and maintain a seamless user experience.
"Building Asynchronous SOA for Modern Applications", Sai Pragna Etikyala
Resiliency
● Asynchronous systems must be resilient to
handle errors, such as a declined payment or a
missed restaurant notification.
● The system should adapt, adjust, and continue
functioning, just like a football team carrying on
after a bad pass..
Traceability
● Traceability is crucial in complex asynchronous systems like Uber Eats, involving
multiple components like user app, restaurant system, delivery app, and backend
services.
● Troubleshooting issues requires effective tracing mechanisms to maintain system
efficiency.
Maintainability
● Asynchronous systems, due to their complexity, can be challenging to maintain as they
evolve and scale.
● Adding new features or onboarding new team members should not require significant
system changes.
Workflow
orchestrators
Streamlining State Management
● Workflow orchestrators alleviate the challenge of state management in asynchronous
systems.
● Orchestrators meticulously oversee the stages and transitions of a process.
● Each state is properly tracked and managed, ensuring accurate and orderly flow.
● This eliminates chaos and potential inconsistencies in state transitions.
"Building Asynchronous SOA for Modern Applications", Sai Pragna Etikyala
Enhancing Resiliency
● Workflow orchestrators offer built-in mechanisms to handle errors and enhance
resiliency.
● They provide intelligent error handling strategies, such as automatic retries and
backoffs.
● Orchestrators prevent process halts and enable system recovery in case of failures.
● This robustness ensures uninterrupted operations, even in the face of unpredicted
errors.
Enabling Traceability
● Workflow orchestrators simplify traceability in complex asynchronous systems.
● They provide comprehensive logging and monitoring capabilities.
● Each stage and transition within the system is made visible and traceable.
● This aids in troubleshooting, debugging, and identifying bottlenecks or issues.
Facilitating Maintainability
● Workflow orchestrators ease the challenge of maintaining complex asynchronous
systems.
● Clearly defined, code-based workflows make the system more understandable and
modifiable.
● Changes and updates can be implemented without disrupting the entire system.
● Adding new features or modifying existing ones becomes more manageable and
efficient.
Empowering Development Productivity
● Workflow orchestrators empower developers by abstracting complexities of
asynchronous systems.
● They provide a higher-level programming model, simplifying development efforts.
● Developers can focus on business logic and core functionalities rather than
infrastructure concerns.
● This enhances development productivity, accelerates time-to-market, and fosters
innovation.
Workflow
orchestrator
options
Apache Airflow
● Apache Airflow is a widely-used open-source workflow orchestrator.
● It allows you to define workflows as code using Python, providing flexibility and ease
of understanding.
● Airflow has a vibrant community and extensive plugin support for seamless
integration with various services.
● It excels in data engineering tasks and scenarios where the steps of workflows may
change frequently.
Argo
● Argo is a Kubernetes-native workflow orchestrator, specifically designed for
cloud-native environments.
● It leverages the power of Kubernetes to manage the execution of workflows.
● Each step in an Argo workflow is treated as a container, allowing for easy adoption of
containerization benefits.
● Argo is well-suited for organizations using Kubernetes and seeking scalability, fault
tolerance, and flexibility in their workflows.
Temporal
● Temporal is an open-source workflow orchestrator that focuses on reliability and
simplicity.
● It allows developers to define workflows as code, eliminating the need for managing
JSON or YAML files.
● Temporal offers long-duration execution, exactly-once semantics, and built-in
handling of failures and interruptions.
● It excels in managing stateful and long-running workflows while ensuring reliability
and ease of development.
AWS Step Functions
● AWS Step Functions is a fully managed workflow orchestrator provided by Amazon
Web Services (AWS).
● It simplifies the orchestration of complex, multi-step applications using visual
workflows.
● Step Functions seamlessly integrate with other AWS services, making it a suitable
choice for organizations already utilizing the AWS ecosystem.
● It offers scalability, fault tolerance, and ease of use, empowering developers to build
robust and scalable applications.
Choose the Right Workflow Orchestrator
● When selecting a workflow orchestrator, consider factors such as the complexity of
tasks, scalability requirements, fault tolerance, integrations with existing
infrastructure, and convenience of the programming model.
● Each orchestrator offers unique features and benefits, catering to specific use cases
and preferences.
● Evaluate whether a fully managed service like AWS Step Functions or Google Cloud
Composer aligns with your organization's needs or if the flexibility of an open-source
solution like Apache Airflow, Argo, or Temporal better suits your requirements.
Harness the Power of Workflow
Orchestrators
● Regardless of the choice of workflow orchestrator, leveraging these powerful tools
helps simplify the complexities of asynchronous systems.
● Each orchestrator offers unique features and advantages, enabling developers to build
resilient, scalable, and maintainable applications.
● Harnessing the power of workflow orchestrators empowers organizations to deliver
better services, optimize development processes, and stay ahead in today's dynamic
technology landscape.
1 sur 24

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"Building Asynchronous SOA for Modern Applications", Sai Pragna Etikyala

  • 2. What is asynchronous SOA? ● Asynchronous SOA refers to a design where services communicate without requiring an immediate response. ● It allows the client to send a request and continue with other tasks, receiving the response at an unspecified later time. ● This approach enhances system performance and scalability as services can operate independently and in parallel.
  • 3. Asynchronous SOA - Behind the Scenes ● When you order food on your favorite food delivery app, it triggers concurrent, asynchronous processes: order confirmation, payment processing, restaurant notification, food preparation, and delivery. ● These steps, while appearing sequential to you, are processed concurrently in the system
  • 6. State Management ● In an event-driven, asynchronous SOA like a food delivery app, managing state is complex. ● As the order moves through stages - placed, confirmed, prepared, and delivered - each stage is triggered by events and runs independently. ● Ensuring accurate state management across these dispersed, independent processes is challenging, but vital to avoid inaccuracies and maintain a seamless user experience.
  • 8. Resiliency ● Asynchronous systems must be resilient to handle errors, such as a declined payment or a missed restaurant notification. ● The system should adapt, adjust, and continue functioning, just like a football team carrying on after a bad pass..
  • 9. Traceability ● Traceability is crucial in complex asynchronous systems like Uber Eats, involving multiple components like user app, restaurant system, delivery app, and backend services. ● Troubleshooting issues requires effective tracing mechanisms to maintain system efficiency.
  • 10. Maintainability ● Asynchronous systems, due to their complexity, can be challenging to maintain as they evolve and scale. ● Adding new features or onboarding new team members should not require significant system changes.
  • 12. Streamlining State Management ● Workflow orchestrators alleviate the challenge of state management in asynchronous systems. ● Orchestrators meticulously oversee the stages and transitions of a process. ● Each state is properly tracked and managed, ensuring accurate and orderly flow. ● This eliminates chaos and potential inconsistencies in state transitions.
  • 14. Enhancing Resiliency ● Workflow orchestrators offer built-in mechanisms to handle errors and enhance resiliency. ● They provide intelligent error handling strategies, such as automatic retries and backoffs. ● Orchestrators prevent process halts and enable system recovery in case of failures. ● This robustness ensures uninterrupted operations, even in the face of unpredicted errors.
  • 15. Enabling Traceability ● Workflow orchestrators simplify traceability in complex asynchronous systems. ● They provide comprehensive logging and monitoring capabilities. ● Each stage and transition within the system is made visible and traceable. ● This aids in troubleshooting, debugging, and identifying bottlenecks or issues.
  • 16. Facilitating Maintainability ● Workflow orchestrators ease the challenge of maintaining complex asynchronous systems. ● Clearly defined, code-based workflows make the system more understandable and modifiable. ● Changes and updates can be implemented without disrupting the entire system. ● Adding new features or modifying existing ones becomes more manageable and efficient.
  • 17. Empowering Development Productivity ● Workflow orchestrators empower developers by abstracting complexities of asynchronous systems. ● They provide a higher-level programming model, simplifying development efforts. ● Developers can focus on business logic and core functionalities rather than infrastructure concerns. ● This enhances development productivity, accelerates time-to-market, and fosters innovation.
  • 19. Apache Airflow ● Apache Airflow is a widely-used open-source workflow orchestrator. ● It allows you to define workflows as code using Python, providing flexibility and ease of understanding. ● Airflow has a vibrant community and extensive plugin support for seamless integration with various services. ● It excels in data engineering tasks and scenarios where the steps of workflows may change frequently.
  • 20. Argo ● Argo is a Kubernetes-native workflow orchestrator, specifically designed for cloud-native environments. ● It leverages the power of Kubernetes to manage the execution of workflows. ● Each step in an Argo workflow is treated as a container, allowing for easy adoption of containerization benefits. ● Argo is well-suited for organizations using Kubernetes and seeking scalability, fault tolerance, and flexibility in their workflows.
  • 21. Temporal ● Temporal is an open-source workflow orchestrator that focuses on reliability and simplicity. ● It allows developers to define workflows as code, eliminating the need for managing JSON or YAML files. ● Temporal offers long-duration execution, exactly-once semantics, and built-in handling of failures and interruptions. ● It excels in managing stateful and long-running workflows while ensuring reliability and ease of development.
  • 22. AWS Step Functions ● AWS Step Functions is a fully managed workflow orchestrator provided by Amazon Web Services (AWS). ● It simplifies the orchestration of complex, multi-step applications using visual workflows. ● Step Functions seamlessly integrate with other AWS services, making it a suitable choice for organizations already utilizing the AWS ecosystem. ● It offers scalability, fault tolerance, and ease of use, empowering developers to build robust and scalable applications.
  • 23. Choose the Right Workflow Orchestrator ● When selecting a workflow orchestrator, consider factors such as the complexity of tasks, scalability requirements, fault tolerance, integrations with existing infrastructure, and convenience of the programming model. ● Each orchestrator offers unique features and benefits, catering to specific use cases and preferences. ● Evaluate whether a fully managed service like AWS Step Functions or Google Cloud Composer aligns with your organization's needs or if the flexibility of an open-source solution like Apache Airflow, Argo, or Temporal better suits your requirements.
  • 24. Harness the Power of Workflow Orchestrators ● Regardless of the choice of workflow orchestrator, leveraging these powerful tools helps simplify the complexities of asynchronous systems. ● Each orchestrator offers unique features and advantages, enabling developers to build resilient, scalable, and maintainable applications. ● Harnessing the power of workflow orchestrators empowers organizations to deliver better services, optimize development processes, and stay ahead in today's dynamic technology landscape.