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Carson Wang's Projects

analytics-zoo icon analytics-zoo

Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray

bigdl icon bigdl

BigDL: Distributed Deep learning Library for Apache Spark

hibench icon hibench

HiBench is a big data benchmark suite.

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

oap icon oap

Optimized Analytics Package for Spark Platform

oap-raydp icon oap-raydp

RayDP: Distributed data processing library on Ray by running popular big data frameworks like Apache Spark on Ray. RayDP seamlessly integrates with other Ray libraries to make it simple to build E2E data analytics and AI pipeline.

pat icon pat

Performance Analysis Tool

spark-mpi icon spark-mpi

MPI-oriented extension of the Spark computational model

sparkmeasure icon sparkmeasure

SparkMeasure is a tool for performance troubleshooting of Apache Spark workloads. It simplifies the collection and analysis of Spark task metrics data.

sparrow icon sparrow

Sparrow scheduling platform (U.C. Berkeley).

tachyon icon tachyon

A Reliable Memory Centric Distributed Storage System

tpcds-kit icon tpcds-kit

TPC-DS benchmark kit with some modifications/fixes

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