quda
Massive distributed parallel processing of large data sets with Elixir?
Is there a library/framework in Elixir for massive distributed processing of large data sets (BigData) ?
Actually, I need something like Apache Hadoop.
I found some mentions that GenStage+Flow could do it, but I cannot figure it and cannot grasp the “massive distributed parallel processing” in these frameworks. How to spread it on tens on nodes/cluster to perform “massive” MapReduce to flows of +50TB of data?
Are there other Elixir solutions for this ?
PS: For the time being we are doing this big data processing using a (ancient) custom stack developed on PhP/Hadoop, but as we need to migrate the entire back-end to Elixir I have to look for an Elixir (easy to implement, performant, sustainable) solution for this back-end tool.
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bdarla
You could find some relevant material in Concurrent Data Processing in Elixir (PragProg).
In addition to Gestate and Flow, the book discusses Broadway. According to the book, Broadway “offers a convenient way to build data-ingestion pipelines that consume events from external message brokers, like RabbitMQ, Apache Kafka, Amazon SQS, and more”.
I have to admit that although I have not read the book myself yet, but it is certainly relevant to your interests.
quda
Quite indeed. This could be a project per se that requires lots of time/resources for study, planning, design, testing etc. and not a side task to complete “by the end of the month”.
Now I have to convince the customer about this. ![]()
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