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Distributed Object Handles · Awesome GitHub Repositories

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Awesome GitHub RepositoriesDistributed Object Handles

Mechanisms for passing references to remote stateful services across distributed task boundaries.

Distinguishing note: Focuses on the serialization and transmission of actor references rather than general data object passing.

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  • ray-project/ray

    ray-project/ray

    41,400View on GitHub↗

    Ray is a distributed computing framework designed to scale Python and Java applications across clusters by abstracting task scheduling and resource management. It functions as a resource-aware execution engine that manages task dependencies, placement, and fault tolerance across networked compute nodes. At its core, the system provides a stateful actor model, allowing developers to define classes that run in dedicated processes to maintain and mutate internal state across remote method calls. The framework distinguishes itself through a robust cross-language interoperability layer, enabling f

    Ray allows passing actor handles as arguments to remote tasks to enable distributed components to interact with the same stateful service.

    Pythondata-sciencedeep-learningdeployment
    41,400View on GitHub↗