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Hong's Projects

analytics-zoo icon analytics-zoo

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

arrow-data-source icon arrow-data-source

Spark DataSouce plugin for reading files from various formats like Parquet into Arrow compatible columnar vectors.

best-of icon best-of

🏆 Discover best-of lists with awesome open-source projects on all kinds of topics.

best-of-jupyter icon best-of-jupyter

🏆 A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.

bootstrap icon bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

cloudtik icon cloudtik

Cloud scaling platform for distributed analytics and AI on Spark

gazelle_plugin icon gazelle_plugin

Native SQL Engine plugin for Spark SQL with vectorized SIMD optimizations.

hibench icon hibench

HiBench is a big data benchmark suite.

models icon models

Model Zoo for Intel® Architecture: contains Intel optimizations for running deep learning workloads on Intel® Xeon® Scalable processors

oap icon oap

Optimized Analytics Package for Spark Platform

oap-bot icon oap-bot

Add scripts to OAP for better automatization

oap-mllib icon oap-mllib

Optimized Spark package to accelerate machine learning algorithms in Apache Spark MLlib.

pmem-common icon pmem-common

Common library for accessing PMEM native library functions including memkind, vmemcache and so on.

pmem-shuffle icon pmem-shuffle

Spark* Shuffle plugin for support shuffling through remote persistent memory over fabrics, which leverages the RDMA network and remote persistent memory (for read) to provide extremely high performance and low latency shuffle solutions for Spark*.

pmem-spill icon pmem-spill

Spark plug-in package for accelerating Spark runtime spill functions using PMem such as RDD cache PMem extension.

ray icon ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

remote-shuffle icon remote-shuffle

Spark* shuffle plugin for support shuffling data through a remote Hadoop-compatible file system, as opposed to vanilla Spark's local-disks.

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