A distributed task scheduler for Dask
dask/distributed 的主要功能包括：Distributed Computing。
dask/distributed 的开源替代品包括： akkadotnet/akka.net — Akka.NET is an actor model framework used for building concurrent and distributed applications. It functions as a… apache/spark — Apache Spark is a unified distributed data processing engine designed for large-scale data analysis and computation… asynkronit/protoactor-dotnet — Proto Actor - Ultra fast distributed actors for Go, C# and Java/Kotlin. dask/dask — Dask is a parallel computing framework and distributed task scheduler designed to scale Python data science workflows… dask/dask-ml — Scalable Machine Learning with Dask. abc-arbitrage/zebus — A lightweight Peer to Peer Service Bus.
Akka.NET is an actor model framework used for building concurrent and distributed applications. It functions as a distributed computing platform and state manager that enables isolated actors to communicate via asynchronous message passing, ensuring thread-safe state management without manual locks. The project is distinguished by its decentralized coordination capabilities, including a distributed state manager that uses sharding and dynamic rebalancing to maintain high availability. It incorporates an event sourcing engine that persists state as a sequence of events in an append-only log an
Apache Spark is a unified distributed data processing engine designed for large-scale data analysis and computation graphs. It functions as a distributed machine learning framework, a graph processing system, a real-time stream processor, and a SQL analytics engine. The system enables the execution of distributed SQL querying, large-scale graph analysis, and real-time stream analytics across clusters of machines. It also provides a scalable environment for implementing machine learning algorithms and predictive model development on massive datasets. The engine incorporates relational query e
Proto Actor - Ultra fast distributed actors for Go, C# and Java/Kotlin
A lightweight Peer to Peer Service Bus