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hi welcome to learn kubernetes with google my name is aldo and iamp;#39;m a software developer in iamp;#39;m also an active contributor to the kubernetes scheduler and the job controller in the previous episode i showed how you can use the job api for parallel processing in particular i showed how to use an external key service to assign tasks to workers if you havenamp;#39;t watched this episode you can find a link in the description you might have noticed a couple of caveats with the previously presented approach first you have to set up an external service to host the work items which will consume resources in the cluster second if you are trying to containerize an existing application you might have to modify the existing code and add some library dependencies to be able to read items from the queue if your parallel job just needs a set of fixed values as input or if the input can be deduced from an ordinal number you can do parallel processing with a static partition in