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java-dag-scheduler's Introduction

java-dag-scheduler

Java task scheduler to execute threads which dependency is managed by directed acyclic graph. Carl Hewitt Actor Model is implemented to provide message passing.

TODO: to separate Actor Model as a separate project.

Components

Direct acyclic graph

The thread or task is described as vertex in direct acyclic graph. The dependency relationship is an edge between vertice. Here is a description of DAG

Topological sorting algorithm is implemented to prevent any cyclic loop.

Task scheduler

Relationship described in DAG will be transformed to Task (Java Callable with dependency). These tasks will be launched. Message system is implemented to communicated between tasks.

Actor model

Carl Hewitt's actor model is implemented to provide message passing among tasks. It is similar to Akka implementation in Java to mimic Erlang Actors. Since this is a light weight actor model with no interprocess communication, the implementation is a lot faster than Akka which uses socket.

Tech

Java 8 compilation and runtime are required.

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