561 Open source projects that are alternatives of or similar to big-data-lite

Griffon Data Science Virtual Machine

clusterdock is a framework for creating Docker-based container clusters

A tool for provisioning and managing Apache Hadoop clusters in the cloud. Cloudbreak, as part of the Hortonworks Data Platform, makes it easy to provision, configure and elastically grow HDP clusters on cloud infrastructure. Cloudbreak can be used to provision Hadoop across cloud infrastructure providers including AWS, Azure, GCP and OpenStack.

Apache Hive

A large-scale entity and relation database supporting aggregation of properties

Asakusa Framework

OLAP and ETL of Big Data

简单的可视化湖州通话数据 假设数据量很大，没法用浏览器直接绘制热力图，把绘制热力图这一步骤放到线下计算分析。使用Apache Spark并行计算数据之后，再使用Apache Spark绘制热力图，然后用leafletjs加载OpenStreetMap图层和热力图图层，以达到良好的交互效果。现在使用Apache Spark实现绘制，可能是Apache Spark不擅长这方面的计算或者是我没有设计好算法，并行计算的速度比不上单机计算。Apache Spark绘制热力图和计算代码在这 https://github.com/yuanzhaokang/ParallelizeHeatmap.git .

MooseFS – Open Source, Petabyte, Fault-Tolerant, Highly Performing, Scalable Network Distributed File System (Software-Defined Storage)

HDFS Shell is a HDFS manipulation tool to work with functions integrated in Hadoop DFS

A complete (distributed) BigData stack, running in containers

Information Inference Service of the OpenAIRE system

The Archives Unleashed Toolkit is an open-source toolkit for analyzing web archives.

Apache Ignite

Kafka Connect HDFS connector

Data cleaning, pre-processing, and Analytics on a million movies using Spark and Scala.

Big Data Toolkit for the JVM

Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)

RDMA accelerated, high-performance, scalable and efficient ShuffleManager plugin for Apache Spark

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Apache Drill is a distributed MPP query layer for self describing data

A Spark cluster setup running on Docker containers

A complete example of a big data application using : Kubernetes (kops/aws), Apache Spark SQL/Streaming/MLib, Apache Flink, Scala, Python, Apache Kafka, Apache Hbase, Apache Parquet, Apache Avro, Apache Storm, Twitter Api, MongoDB, NodeJS, Angular, GraphQL

Apache Calcite

The official home of the Presto distributed SQL query engine for big data

rastercube is a python library for big data analysis of georeferenced time series data (e.g. MODIS NDVI)

A collection of tutorials on Hadoop, MapReduce, Spark, Docker

Apache Tez

Fundamentals of Spark with Python (using PySpark), code examples

ArcGIS GeoEvent Server sample Hadoop connector for storing GeoEvents in HDFS.

Apache ORC - the smallest, fastest columnar storage for Hadoop workloads

大数据入门指南 ⭐

Scalable, redundant, and distributed object store for Apache Hadoop

Mirror of Apache Calcite - Avatica

Simplified ETL process in Hadoop using Apache Spark. Has complete ETL pipeline for datalake. SparkSession extensions, DataFrame validation, Column extensions, SQL functions, and DataFrame transformations

A high-performance, scalable and efficient ShuffleManager plugin for Apache Spark, utilizing UCX communication layer

This repository contains Machine-Learning MapReduce codes for Hadoop which are written from scratch (without using any package or library). E.g. Prediction (Linear and Logistic Regression), Clustering (K-Means), Classification (KNN) etc.

Hadoop splittable InputFormat for ROS. Process rosbag with Hadoop Spark and other HDFS compatible systems.

Import data from clickhouse to hadoop with pure SQL

an online learning algorithm library for Storm

Mount HDFS with fuse, works with kerberos!

Mirror of Apache CouchDB Mango

Simple and Distributed Machine Learning

Base types for OnlineStats.

Wrangler Transform: A DMD system for transforming Big Data

Apache-Spark based Data Flow(ETL) Framework which supports multiple read, write destinations of different types and also support multiple categories of transformation rules.

Materials for "Machine Learning on Big Data" course

Mapreduce project by Hadoop, Nutch, AWS EMR, Pig, Tez, Hive

云计算之hadoop、hive、hue、oozie、sqoop、hbase、zookeeper环境搭建及配置文件

Mirror of Apache CouchDB

"Byteslice: Pushing the envelop of main memory data processing with a new storage layout" (SIGMOD'15)

Docker file for Hadoop 3

基于Vue、three.js、echarts，数据可视化展示项目，包含三维模型导入交互、三维模型标注等功能

TalariaDB is a distributed, highly available, and low latency time-series database for Presto

CDH安装手册

Manage Apache Atlas and Ranger configuration for your Hadoop environment.

一个对用户行为日志进行分析的大数据项目

Ppts, códigos y videos de las meetups, data science days, videollamadas y workshops. Data Science Research es una organización sin fines de lucro que busca difundir, descentralizar y difundir los conocimientos en Ciencia de Datos e Inteligencia Artificial en el Perú, dando oportunidades a nuevos talentos mediante MeetUps, Workshops y Semilleros …

PredictionIO, a machine learning server for developers and ML engineers.