Big Data
645 items from 0xnr/awesome-bigdata ★14,672
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Map-D mapd.com
GPU in-memory database, big data analysis and visualization platform.
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Spark in Motion manning.com
Spark in Motion teaches you how to use Spark for batch and streaming data analytics.
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Elasticsearch 7 and Elastic Stack manning.com
LiveVideo tutorial that covers searching, analyzing, and visualizing big data on a cluster with Elasticsearch, Logstash, Beats, Kibana, and more.
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Streaming Data manning.com
Streaming Data introduces the concepts and requirements of streaming and real-time data systems.
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Storm Applied manning.com
Storm Applied is a practical guide to using Apache Storm for the real-world tasks associated with processing and analyzing real-time data streams.
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Reactive Data Handling manning.com
Reactive Data Handling is a collection of five hand-picked chapters, selected by Manuel Bernhardt, that introduce you to building reactive applications capable of handling real-time processing with large data loads--free eBook!
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Kafka Streams in Action manning.com
Kafka Streams in Action teaches you everything you need to know to implement stream processing on data flowing into your Kafka platform, allowing you to focus on getting more from your data without sacrificing time or effort.
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Kafka in Action manning.com
Kafka in Action is a fast-paced introduction to every aspect of working with Kafka you need to really reap its benefits.
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Grokking Streaming Systems manning.com
Grokking Streaming Systems helps you unravel what streaming systems are, how they work, and whether they’re right for your business. Written to be tool-agnostic, you’ll be able to apply what you learn no matter which framework you choose.
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Graph-Powered Machine Learning manning.com
Alessandro Negro. Combine graph theory and models to improve machine learning projects
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Fusion in Action manning.com
Fusion in Action teaches you to build a full-featured data analytics pipeline, including document and data search and distributed data clustering.
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Unified Log Processing manning.com
Unified Log Processing is a practical guide to implementing a unified log of event streams (Kafka or Kinesis) in your business
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Data Science at Scale with Python and Dask manning.com
Data Science at Scale with Python and Dask teaches you how to build distributed data projects that can handle huge amounts of data.
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Data Pipelines with Apache Airflow manning.com
practical guide to building and maintaining data pipelines with Airflow.
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Big Data manning.com
Big Data teaches you to build big data systems using an architecture that takes advantage of clustered hardware along with new tools designed specifically to capture and analyze web-scale data.
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Azure Data Engineering manning.com
A book about data engineering in general and the Azure platform specifically
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MADlib madlib.incubator.apache.org
data-processing library of an RDBMS to analyze data.
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M3DB m3db.io
a distributed time series database that can be used for storing realtime metrics at long retention.
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Lumify lumify.io
open source big data analysis and visualization platform
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Apache Lucene lucene.apache.org
Search engine library.
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2010 leoneu.github.io
Yahoo - S4: Distributed Stream Computing Platform.
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LanceDB lancedb.com
open-source embedded vector database built on the Lance columnar format.
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Google Pregel kowshik.github.io
graph processing framework.
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Knowage knowage-suite.com
open source business intelligence platform. (former SpagoBi)
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NoSQL Comparison kkovacs.eu
Cassandra vs MongoDB vs CouchDB vs Redis vs Riak vs HBase vs Couchbase vs Neo4j vs Hypertable vs ElasticSearch vs Accumulo vs VoltDB vs Scalaris comparison.
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Kite kitesdk.org
is a set of libraries, tools, examples, and documentation focused on making it easier to build systems on top of the Hadoop ecosystem.
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Apache Karaf karaf.apache.org
OSGi runtime that runs on top of any OSGi framework.
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Jethrodata jethro.io
Interactive Big Data Analytics.
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Jedox Palo jedox.com
customisable Business Intelligence platform.
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Jaspersoft jaspersoft.com
powerful business intelligence suite.
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PUMA Benchmarking issues.apache.org
benchmark suite for MapReduce applications.
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intermix.io intermix.io
Performance Monitoring for Amazon Redshift
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Facebook Apollo infoq.com
Facebook’s Paxos-like NoSQL database.
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2014 infolab.stanford.edu
Stanford - Mining of Massive Datasets.
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InfiniSQL infinisql.org
infinity scalable RDBMS.
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Apache Twill incubator.apache.org
abstraction over YARN that reduces the complexity of developing distributed applications.
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Apache Sentry incubator.apache.org
security module for data stored in Hadoop.
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Apache S4 incubator.apache.org
framework for stream processing, implementation of S4.
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Apache DataFu incubator.apache.org
collection of user-defined functions for Hadoop and Pig developed by LinkedIn.
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Ignite ignite.apache.org
is an in-memory key-value data store providing full SQL-compliant data access that can optionally be backed by disk storage.
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Apache Iceberg iceberg.apache.org
open table format for huge analytic datasets with schema evolution, hidden partitioning, and time travel.
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IBM Streams ibm.com
platform for distributed processing and real-time analytics. Integrates with many of the popular technologies in the Big Data ecosystem (Kafka, HDFS, Spark, etc.)
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Hypertable hypertable.org
column-oriented distributed datastore, inspired by BigTable.
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H-Store hstore.cs.brown.edu
is an experimental main-memory, parallel database management system that is optimized for on-line transaction processing (OLTP) applications.
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Stinger hortonworks.com
interactive query for Hive.
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Apache YARN hortonworks.com
Cluster manager.
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Hortonworks HOYA hortonworks.com
application that can deploy HBase cluster on YARN.
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Hightouch hightouch.com
reverse ETL platform for syncing warehouse data into business applications.
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ENCOG heatonresearch.com
machine learning framework that supports a variety of advanced algorithms, as well as support classes to normalize and process data.
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SAP HANA hana.sap.com
is an in-memory, column-oriented, relational database management system.
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