I do have Java application with lot of threads and thread pools. Can we use AKKA to replace the threads and thread pools?
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It depends on what your threads are doing. Are they doing blocking IO or taking locks and sharing mutable data between themselves? If so akka might not be a great fit as actors generally should avoid blocking for io or locks. On the other hand, if the threads do isolated non-blocking work, and can communicate via message passing, akka is probably a good fit.