ray-project / raydpLinks
RayDP provides simple APIs for running Spark on Ray and integrating Spark with AI libraries.
☆354Updated last week
Alternatives and similar repositories for raydp
Users that are interested in raydp are comparing it to the libraries listed below
Sorting:
- Spark RAPIDS plugin - accelerate Apache Spark with GPUs☆953Updated this week
- Mobius is an AI infrastructure platform for distributed online learning, including online sample processing, training and serving.☆99Updated last year
- A repo for all spark examples using Rapids Accelerator including ETL, ML/DL, etc.☆165Updated last month
- FeatHub - A stream-batch unified feature store for real-time machine learning☆345Updated last year
- A portable Multimodal Lakehouse powered by Ray that brings exabyte-level scalability and fast, ACID-compliant, change-data-capture to you…☆259Updated last week
- Tracking Ray Enhancement Proposals☆60Updated 2 weeks ago
- Remote shuffle service for Apache Spark to store shuffle data on remote servers.☆336Updated 2 years ago
- Native SQL Engine plugin for Spark SQL with vectorized SIMD optimizations.☆258Updated 2 years ago
- Spark RAPIDS MLlib – accelerate Apache Spark MLlib with GPUs☆84Updated this week
- Hopsworks - Data-Intensive AI platform with a Feature Store☆1,268Updated 10 months ago
- Distributed SQL Query Engine in Python using Ray☆246Updated last year
- Distributed XGBoost on Ray☆152Updated last year
- Ray-based Apache Beam runner☆42Updated 2 years ago
- Uniffle is a high performance, general purpose Remote Shuffle Service.☆433Updated last week
- Gluten is a middle layer responsible for offloading JVM-based SQL engines' execution to native engines.☆1,487Updated this week
- Machine learning library of Apache Flink☆327Updated last year
- Parquet-based ML data format optimized for working with unstructured data☆141Updated 2 years ago
- Distributed SQL Engine in Python using Dask☆409Updated last year
- A tool and library for easily deploying applications on Apache YARN☆145Updated last year
- User tools for Spark RAPIDS☆65Updated this week
- A S3 Shuffle plugin for Apache Spark to enable elastic scaling for generic Spark workloads.☆50Updated 3 months ago
- Firestorm is a Remote Shuffle Service, and provides the capability for Apache Spark and Apache Hadoop MapReduce applications to store shu…☆256Updated 2 years ago
- Use the TPC-DS benchmark to test Spark SQL performance☆183Updated 5 years ago
- Point-in-Time optimizations for Apache Spark☆30Updated last year
- A framework for writing performant user-defined functions (UDFs) that are portable across a variety of engines including Apache Spark, Ap…☆302Updated last month
- Submarine is Cloud Native Machine Learning Platform.☆704Updated last year
- Spark RAPIDS Benchmarks – benchmark sets and utilities for the RAPIDS Accelerator for Apache Spark☆43Updated 2 weeks ago
- Apache Liminals goal is to operationalise the machine learning process, allowing data scientists to quickly transition from a successful …☆145Updated last year
- REST API for Apache Spark on K8S or YARN☆109Updated 2 weeks ago
- XGBoost GPU accelerated on Spark example applications☆52Updated 3 years ago