11 Repos
Awesome GitHub RepositoriesDistributed Programming
Libraries and APIs for defining and executing distributed data workflows.
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Awesome Distributed Programming GitHub Repositories
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- ray-project/ray
ray-project/ray
42,895Auf GitHub ansehenRay 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
Fast framework for building and running distributed applications.
Pythondata-sciencedeep-learningdeployment - twitter/heron
twitter/heron
3,632Auf GitHub ansehenApache Heron (Incubating) is a realtime, distributed, fault-tolerant stream processing engine from Twitter
Real-time, distributed, fault-tolerant stream processing engine.
Java - twitter/scalding
twitter/scalding
3,521Auf GitHub ansehenA Scala API for Cascading
Scala library for MapReduce jobs built on Cascading.
Scala - twitter/summingbird
twitter/summingbird
2,125Auf GitHub ansehenStreaming MapReduce with Scalding and Storm
Streaming MapReduce library integrating Scalding and Storm.
Scala - netflix/pigpen
Netflix/PigPen
Map-Reduce for Clojure
MapReduce implementation for Clojure compiling to Apache Pig.
Clojure - skale-me/skale-engine
skale-me/skale-engine
High performance distributed data processing engine
High-performance distributed data processing for Node.js.
JavaScript - damballa/parkour
damballa/parkour
Hadoop MapReduce in idiomatic Clojure.
MapReduce library for the Clojure language.
Clojure - understandlingbv/tuktu
UnderstandLingBV/Tuktu
Big Data Science Swiss Army Knife - http://www.tuktu.io --
Platform for batch and streaming computation using Akka.
Scala - datasalt/pangool
datasalt/pangool
Tuple MapReduce for Hadoop: Hadoop API made easy
Alternative paradigm for implementing MapReduce jobs.
Java - ibmstreams/streamsx.topology
IBMStreams/streamsx.topology
Develop streaming applications for IBM Streams in Python, Java & Scala.
Libraries for building streaming applications in Java, Python, or Scala.
Java
