Apache Spark - A unified analytics engine for large-scale data processing
- python
- scala
- r
- java
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Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security Across All Databases.
Parallel computing with task scheduling
- dask
- python
- pydata
- numpy
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
- bloom
- deep-learning
- distributed-systems
- language-models
Apache Beam is a unified programming model for Batch and Streaming data processing.
- python
- java
- big-data
- beam
Hazelcast is a unified real-time data platform combining stream processing with a fast data store, allowing customers to act instantly on data-in-motion for real-time insights.
- java
- hazelcast
- in-memory
- big-data
A unified ecosystem and workspace for large-scale federated learning, bridging the gap between centralized model evolution and decentralized edge intelligence.
Apache Ignite
- distributed-sql-database
- iot
- osgi
- network-client
Glow is an easy-to-use distributed computation system written in Go, similar to Hadoop Map Reduce, Spark, Flink, Storm, etc. I am also working on another similar pure Go system, https://github.com/chrislusf/gleam , which is more flexible and more performant.
A cluster computing framework for processing large-scale geospatial data
- cluster-computing
- spatial-sql
- geospatial
- spatial-analysis
Apache DataFusion Ballista Distributed Query Engine
- arrow
- big-data
- dataframe
- olap
Python Stream Processing
- python
- stream-processing
- rust
- data-engineering
A distributed task scheduler for Dask
- pydata
- dask
- distributed-computing
- python
Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.
- hpc
- workflow
- workflow-automation
- workflow-management
Open Lakehouse Compute Fabric: an open-source lakehouse platform with Microsoft Fabric Compute Extension.
- apache-iceberg
- apache-spark
- data-engineering
- delta-lake
Distributed Temporal Graph Analytics with Apache Flink
- graph
- property-graph
- distributed-graph-analytics
- apache-flink
Python MapReduce library written in Cython. Visit us in #hadoopy on freenode. See the link below for documentation and tutorials.
Standard API for Distributed Data Structures in R
Distributed batch data processing framework
Tuple MapReduce for Hadoop: Hadoop API made easy
Common Lisp distributed computation framework implemented using Swank Client
Web application for distributed compute analysis of Archive-It web archive collections.
The core libraries of the teknek stream processing platform