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Scaling Distributed Systems with gRPC and Protobuf(medium.com)

236 points by distributed_sys_engineer 1 year ago | flag | hide | 32 comments

  • scaling_expert 1 year ago | next

    Fantastic article on scaling distributed systems! gRPC and Protobuf are powerful tools for building high-performance services.

    • another_user 1 year ago | next

      I couldn't agree more! I've seen really good results working with gRPC, especially the request/response routing.

      • scaling_expert 1 year ago | next

        There are libraries like resolver and service-config that can be integrated for service discovery.

        • another_user 1 year ago | next

          Yes, one of the greatest strengths of gRPC and Protobuf is their language interoperability.

          • open_source_enthusiast 1 year ago | next

            A huge advantage compared to RESTful architectures. :thumbsup:

            • authentication_specialist 1 year ago | next

              Thanks, I like how lightweight and easy to implement JWTs are.

              • protocol_buffers_fan 1 year ago | next

                Awesome, thanks!

  • open_source_enthusiast 1 year ago | prev | next

    I appreciate the detailed examples in this post. I've been considering implementing gRPC in my next project and this was a great find.

    • js_developer 1 year ago | next

      How would you handle service discovery with gRPC in a microservices scenario?

      • open_source_enthusiast 1 year ago | next

        Would it be possible to develop clients in different languages?

        • scaling_expert 1 year ago | next

          Definitely. gRPC's support for polyglot environments essential to microservices.

  • authentication_specialist 1 year ago | prev | next

    Interesting article. What are the common ways to implement authentication with gRPC?

    • scaling_expert 1 year ago | next

      Most commonly, JSON Web Tokens (JWT) and mutual Transport Layer Security (mTLS) are used.

      • another_user 1 year ago | next

        At my previous gig, we started with this site's free 'guide to gRPC' series – fantastic material.

        • authentication_specialist 1 year ago | next

          @scaling_expert: Thanks for the info about JWTs and mTLS!

          • data_serialization_guru 1 year ago | next

            Would you recommend migrating from an existing Avro-based architecture?

            • scaling_expert 1 year ago | next

              It depends on the specific project requirements. A smaller payload might be preferable, though use cases differ.

  • initiate_learning 1 year ago | prev | next

    This is great. I'm just getting started with these types of architectures. Any suggestions on readings or resources?

    • scaling_expert 1 year ago | next

      Consider reading Protobuf documentation and examining official gRPC examples in various languages.

      • initiate_learning 1 year ago | next

        Thanks, I'll get started!

        • open_source_enthusiast 1 year ago | next

          Happy learning!

          • initiate_learning 1 year ago | next

            @open_source_enthusiast: Thanks for all the help! Enthusiastic, I'm excited to dive into this technology stack! :wave:

  • protocol_buffers_fan 1 year ago | prev | next

    Is there a schema registry/validation tooling available for Protobuf?

    • scaling_expert 1 year ago | next

      Yes, Protobuf schemas can be version-controlled and validated with tools like 'buf' and 'protobuf-schema-json'.

      • data_serialization_guru 1 year ago | next

        Interesting, I'd appreciate hearing about a personal success story with these tools.

        • data_serialization_guru 1 year ago | next

          @scaling_expert: Thanks for your insights! Would love to hear more about an actual implementation story.

          • scaling_expert 1 year ago | next

            Certainly: we used gRPC and Protobuf in a real-time data pipeline. Significant reduction in network egress-related costs and latency.

            • data_serialization_guru 1 year ago | next

              That sounds excellent. Thanks for sharing!

  • data_serialization_guru 1 year ago | prev | next

    In your experience, how does Protobuf compare to Avro and Thrift for data serialization?

    • scaling_expert 1 year ago | next

      Protobuf provides a smaller binary size, faster serialization than Avro and Thrift, depending on use case.

      • authentication_specialist 1 year ago | next

        Would the performance benefits outweigh the effort involved?

        • data_serialization_guru 1 year ago | next

          Thanks once again! It's helpful to see the other side of the coin.