SlideShare a Scribd company logo
1 of 24
Download to read offline
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
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.
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.
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.

More Related Content

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

Similar to "Building Asynchronous SOA for Modern Applications", Sai Pragna Etikyala (20)

SoCal DevOps Meetup 1/26/2017 - Habitat by Chef
SoCal DevOps Meetup 1/26/2017 - Habitat by ChefSoCal DevOps Meetup 1/26/2017 - Habitat by Chef
SoCal DevOps Meetup 1/26/2017 - Habitat by Chef
 
Ansible.pptx
Ansible.pptxAnsible.pptx
Ansible.pptx
 
Lesson_08_Continuous_Monitoring.pdf
Lesson_08_Continuous_Monitoring.pdfLesson_08_Continuous_Monitoring.pdf
Lesson_08_Continuous_Monitoring.pdf
 
Serena Release Management approach and solutions
Serena Release Management approach and solutionsSerena Release Management approach and solutions
Serena Release Management approach and solutions
 
Building Aneka clouds.ppt
Building Aneka clouds.pptBuilding Aneka clouds.ppt
Building Aneka clouds.ppt
 
DevOps
DevOpsDevOps
DevOps
 
'How to build efficient backend based on microservice architecture' by Anton ...
'How to build efficient backend based on microservice architecture' by Anton ...'How to build efficient backend based on microservice architecture' by Anton ...
'How to build efficient backend based on microservice architecture' by Anton ...
 
AWS Well Architected Framework
AWS Well Architected FrameworkAWS Well Architected Framework
AWS Well Architected Framework
 
Microservices with Azure Service Fabric
Microservices with Azure Service FabricMicroservices with Azure Service Fabric
Microservices with Azure Service Fabric
 
Building stateful serverless orchestrations with Azure Durable Azure Function...
Building stateful serverless orchestrations with Azure Durable Azure Function...Building stateful serverless orchestrations with Azure Durable Azure Function...
Building stateful serverless orchestrations with Azure Durable Azure Function...
 
Copy of Silk performer - KT.pptx
Copy of Silk performer - KT.pptxCopy of Silk performer - KT.pptx
Copy of Silk performer - KT.pptx
 
Apache Cassandra Lunch #102: Choreography vs Orchestration
Apache Cassandra Lunch #102: Choreography vs OrchestrationApache Cassandra Lunch #102: Choreography vs Orchestration
Apache Cassandra Lunch #102: Choreography vs Orchestration
 
10.aws system management
10.aws system management10.aws system management
10.aws system management
 
Software Testing includes Performance testing with Load Runner and the JMeter
Software Testing includes Performance testing with Load Runner and the JMeter Software Testing includes Performance testing with Load Runner and the JMeter
Software Testing includes Performance testing with Load Runner and the JMeter
 
Ansible
AnsibleAnsible
Ansible
 
Installation d'une VM _ BAREMETAL pour les SLAVE JENKINS and co
Installation d'une VM _ BAREMETAL pour les SLAVE JENKINS and coInstallation d'une VM _ BAREMETAL pour les SLAVE JENKINS and co
Installation d'une VM _ BAREMETAL pour les SLAVE JENKINS and co
 
Session on API auto scaling, monitoring and Log management
Session on API auto scaling, monitoring and Log managementSession on API auto scaling, monitoring and Log management
Session on API auto scaling, monitoring and Log management
 
Ansible for Enterprise
Ansible for EnterpriseAnsible for Enterprise
Ansible for Enterprise
 
OpsWorks for Chef Automate - Auckland AWS
OpsWorks for Chef Automate - Auckland AWS OpsWorks for Chef Automate - Auckland AWS
OpsWorks for Chef Automate - Auckland AWS
 
Azure servicefabric
Azure servicefabricAzure servicefabric
Azure servicefabric
 

More from Fwdays

More from Fwdays (20)

"How Preply reduced ML model development time from 1 month to 1 day",Yevhen Y...
"How Preply reduced ML model development time from 1 month to 1 day",Yevhen Y..."How Preply reduced ML model development time from 1 month to 1 day",Yevhen Y...
"How Preply reduced ML model development time from 1 month to 1 day",Yevhen Y...
 
"GenAI Apps: Our Journey from Ideas to Production Excellence",Danil Topchii
"GenAI Apps: Our Journey from Ideas to Production Excellence",Danil Topchii"GenAI Apps: Our Journey from Ideas to Production Excellence",Danil Topchii
"GenAI Apps: Our Journey from Ideas to Production Excellence",Danil Topchii
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
 
"What is a RAG system and how to build it",Dmytro Spodarets
"What is a RAG system and how to build it",Dmytro Spodarets"What is a RAG system and how to build it",Dmytro Spodarets
"What is a RAG system and how to build it",Dmytro Spodarets
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
"Distributed graphs and microservices in Prom.ua", Maksym Kindritskyi
"Distributed graphs and microservices in Prom.ua",  Maksym Kindritskyi"Distributed graphs and microservices in Prom.ua",  Maksym Kindritskyi
"Distributed graphs and microservices in Prom.ua", Maksym Kindritskyi
 
"Rethinking the existing data loading and processing process as an ETL exampl...
"Rethinking the existing data loading and processing process as an ETL exampl..."Rethinking the existing data loading and processing process as an ETL exampl...
"Rethinking the existing data loading and processing process as an ETL exampl...
 
"How Ukrainian IT specialist can go on vacation abroad without crossing the T...
"How Ukrainian IT specialist can go on vacation abroad without crossing the T..."How Ukrainian IT specialist can go on vacation abroad without crossing the T...
"How Ukrainian IT specialist can go on vacation abroad without crossing the T...
 
"The Strength of Being Vulnerable: the experience from CIA, Tesla and Uber", ...
"The Strength of Being Vulnerable: the experience from CIA, Tesla and Uber", ..."The Strength of Being Vulnerable: the experience from CIA, Tesla and Uber", ...
"The Strength of Being Vulnerable: the experience from CIA, Tesla and Uber", ...
 
"[QUICK TALK] Radical candor: how to achieve results faster thanks to a cultu...
"[QUICK TALK] Radical candor: how to achieve results faster thanks to a cultu..."[QUICK TALK] Radical candor: how to achieve results faster thanks to a cultu...
"[QUICK TALK] Radical candor: how to achieve results faster thanks to a cultu...
 
"[QUICK TALK] PDP Plan, the only one door to raise your salary and boost care...
"[QUICK TALK] PDP Plan, the only one door to raise your salary and boost care..."[QUICK TALK] PDP Plan, the only one door to raise your salary and boost care...
"[QUICK TALK] PDP Plan, the only one door to raise your salary and boost care...
 
"4 horsemen of the apocalypse of working relationships (+ antidotes to them)"...
"4 horsemen of the apocalypse of working relationships (+ antidotes to them)"..."4 horsemen of the apocalypse of working relationships (+ antidotes to them)"...
"4 horsemen of the apocalypse of working relationships (+ antidotes to them)"...
 
"Reconnecting with Purpose: Rediscovering Job Interest after Burnout", Anast...
"Reconnecting with Purpose: Rediscovering Job Interest after Burnout",  Anast..."Reconnecting with Purpose: Rediscovering Job Interest after Burnout",  Anast...
"Reconnecting with Purpose: Rediscovering Job Interest after Burnout", Anast...
 
"Mentoring 101: How to effectively invest experience in the success of others...
"Mentoring 101: How to effectively invest experience in the success of others..."Mentoring 101: How to effectively invest experience in the success of others...
"Mentoring 101: How to effectively invest experience in the success of others...
 
"Mission (im) possible: How to get an offer in 2024?", Oleksandra Myronova
"Mission (im) possible: How to get an offer in 2024?",  Oleksandra Myronova"Mission (im) possible: How to get an offer in 2024?",  Oleksandra Myronova
"Mission (im) possible: How to get an offer in 2024?", Oleksandra Myronova
 
"Why have we learned how to package products, but not how to 'package ourselv...
"Why have we learned how to package products, but not how to 'package ourselv..."Why have we learned how to package products, but not how to 'package ourselv...
"Why have we learned how to package products, but not how to 'package ourselv...
 
"How to tame the dragon, or leadership with imposter syndrome", Oleksandr Zin...
"How to tame the dragon, or leadership with imposter syndrome", Oleksandr Zin..."How to tame the dragon, or leadership with imposter syndrome", Oleksandr Zin...
"How to tame the dragon, or leadership with imposter syndrome", Oleksandr Zin...
 

Recently uploaded

Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptx
Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptxHarnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptx
Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptx
FIDO Alliance
 
Structuring Teams and Portfolios for Success
Structuring Teams and Portfolios for SuccessStructuring Teams and Portfolios for Success
Structuring Teams and Portfolios for Success
UXDXConf
 

Recently uploaded (20)

Linux Foundation Edge _ Overview of FDO Software Components _ Randy at Intel.pdf
Linux Foundation Edge _ Overview of FDO Software Components _ Randy at Intel.pdfLinux Foundation Edge _ Overview of FDO Software Components _ Randy at Intel.pdf
Linux Foundation Edge _ Overview of FDO Software Components _ Randy at Intel.pdf
 
Choosing the Right FDO Deployment Model for Your Application _ Geoffrey at In...
Choosing the Right FDO Deployment Model for Your Application _ Geoffrey at In...Choosing the Right FDO Deployment Model for Your Application _ Geoffrey at In...
Choosing the Right FDO Deployment Model for Your Application _ Geoffrey at In...
 
ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...
ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...
ASRock Industrial FDO Solutions in Action for Industrial Edge AI _ Kenny at A...
 
Intro to Passkeys and the State of Passwordless.pptx
Intro to Passkeys and the State of Passwordless.pptxIntro to Passkeys and the State of Passwordless.pptx
Intro to Passkeys and the State of Passwordless.pptx
 
Oauth 2.0 Introduction and Flows with MuleSoft
Oauth 2.0 Introduction and Flows with MuleSoftOauth 2.0 Introduction and Flows with MuleSoft
Oauth 2.0 Introduction and Flows with MuleSoft
 
2024 May Patch Tuesday
2024 May Patch Tuesday2024 May Patch Tuesday
2024 May Patch Tuesday
 
FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...
FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...
FDO for Camera, Sensor and Networking Device – Commercial Solutions from VinC...
 
WebAssembly is Key to Better LLM Performance
WebAssembly is Key to Better LLM PerformanceWebAssembly is Key to Better LLM Performance
WebAssembly is Key to Better LLM Performance
 
Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...
Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...
Secure Zero Touch enabled Edge compute with Dell NativeEdge via FDO _ Brad at...
 
(Explainable) Data-Centric AI: what are you explaininhg, and to whom?
(Explainable) Data-Centric AI: what are you explaininhg, and to whom?(Explainable) Data-Centric AI: what are you explaininhg, and to whom?
(Explainable) Data-Centric AI: what are you explaininhg, and to whom?
 
Long journey of Ruby Standard library at RubyKaigi 2024
Long journey of Ruby Standard library at RubyKaigi 2024Long journey of Ruby Standard library at RubyKaigi 2024
Long journey of Ruby Standard library at RubyKaigi 2024
 
The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdf
The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdfThe Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdf
The Value of Certifying Products for FDO _ Paul at FIDO Alliance.pdf
 
Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptx
Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptxHarnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptx
Harnessing Passkeys in the Battle Against AI-Powered Cyber Threats.pptx
 
Collecting & Temporal Analysis of Behavioral Web Data - Tales From The Inside
Collecting & Temporal Analysis of Behavioral Web Data - Tales From The InsideCollecting & Temporal Analysis of Behavioral Web Data - Tales From The Inside
Collecting & Temporal Analysis of Behavioral Web Data - Tales From The Inside
 
Google I/O Extended 2024 Warsaw
Google I/O Extended 2024 WarsawGoogle I/O Extended 2024 Warsaw
Google I/O Extended 2024 Warsaw
 
Easier, Faster, and More Powerful – Notes Document Properties Reimagined
Easier, Faster, and More Powerful – Notes Document Properties ReimaginedEasier, Faster, and More Powerful – Notes Document Properties Reimagined
Easier, Faster, and More Powerful – Notes Document Properties Reimagined
 
Design Guidelines for Passkeys 2024.pptx
Design Guidelines for Passkeys 2024.pptxDesign Guidelines for Passkeys 2024.pptx
Design Guidelines for Passkeys 2024.pptx
 
State of the Smart Building Startup Landscape 2024!
State of the Smart Building Startup Landscape 2024!State of the Smart Building Startup Landscape 2024!
State of the Smart Building Startup Landscape 2024!
 
Introduction to FIDO Authentication and Passkeys.pptx
Introduction to FIDO Authentication and Passkeys.pptxIntroduction to FIDO Authentication and Passkeys.pptx
Introduction to FIDO Authentication and Passkeys.pptx
 
Structuring Teams and Portfolios for Success
Structuring Teams and Portfolios for SuccessStructuring Teams and Portfolios for Success
Structuring Teams and Portfolios for Success
 

"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
  • 4.
  • 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.
  • 7.
  • 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.
  • 13.
  • 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.