COMPANY

PRODUCT

DESCRIPTION

FREE TRIAL

WEBSITE

1010data

Insights Platform

Data management, analysis,

modeling, reporting, visualization, and RAD apps

Available by request

1010data.com/products/ i nsights-platform/analysis- modeling

Actian

Vector

DBMS, column store, analytics platform

30 days

actian.com/analytic- database/vector-smp- analytic-database

Aginity

Aginity Amp

Data analytics management platform

Demo available by request

aginity.com/amp-overview

Alation

Alation

Enterprise data collaboration and analytics platform

Demo available by request

alation.com/product

Alluxio Open Foundation

Alluxio

Distributed storage system across all store types

Open source

alluxio.org

Alpine Data

Alpine Chorus 6

Data science, ETL, predictive analytics, and execution workflow design and management

Demo available by request

alpinedata.com/product/

Alteryx

Alteryx Analytics Platform

ETL, predictive analytics, spatial analytics, automated workflows, reporting, and visualization

Available by request

alteryx.com/products/alteryx- designer

Amazon Web Services

Amazon Kinesis

Stream data ingestion, storage, query, and analytics PaaS

N/A

aws.amazon.com/kinesis

Amazon Web Services

Amazon Machine Learning

Machine learning algorithms-as-a-service,

ETL, data visualization, modeling and management APIs, batch and realtime predictive analytics

N/A

aws.amazon.com/machine- learning

Apache Foundation

Ambari

Hadoop cluster provisioning, management, and monitoring

Open source

ambari.apache.org

Apache Foundation

Apex

Stream and batch processing on YARN

Open source

apex.apache.org

Apache Foundation

Avro

Data serialization system (data structure, binary format, container, RPC)

Open source

avro.apache.org

Apache Foundation

Beam

Programming model for batch and streaming data processing

Open source

beam.apache.org

Apache Foundation

Crunch

Java library for writing, testing, running MapReduce pipelines

Open source

crunch.apache.org

COMPANY

PRODUCT

DESCRIPTION

FREE TRIAL

WEBSITE

Apache Foundation

Drill

Distributed queries on multiple data stores and formats

Open source

drill.apache.org

Apache Foundation

Falcon

Data governance engine for Hadoop clusters

Open source

falcon.apache.org

Apache Foundation

Flink

Streaming dataflow engine for Java

Open source

flink.apache.org

Apache Foundation

Flume

Streaming data ingestion for Hadoop

Open source

flume.apache.org

Apache Foundation

Giraph

Iterative distributed graph processing framework

Open source

giraph.apache.org

Apache Foundation

GraphX

Graph and collection processing on Spark

Open source

spark.apache.org/graphx

Apache Foundation

GridMix

Benchmark for Hadoop clusters

Open source

hadoop.apache.org/docs/ r1.2.1/gridmix.html

Apache Foundation

Hadoop

MapReduce implementation

Open source

hadoop.apache.org

Apache Foundation

Hama

Bulk synchronous parallel (BSP) implementation for big data analytics

Open source

hama.apache.org

Apache Foundation

HAWQ

Massively parallel SQL on Hadoop

Open source

hawq.incubator.apache.org

Apache Foundation

HDFS

Distributed file system (Java-based, used by Hadoop)

Open source

hadoop.apache.org

Apache Foundation

Hive

Data warehousing framework on YARN

Open source

hive.apache.org

Apache Foundation

Ignite

In-memory data fabric

Open source

ignite.apache.org

Apache Foundation

Impala

Distributed SQL on YARN

Open source

i                                                                    mpala.apache.org

Apache Foundation

Kafka

Distributed pub-sub messaging

Open source

kafka.apache.org

Apache Foundation

MADlib

Big data machine learning in SQL

Open source

madlib.apache.org/

Apache Foundation

Mahout

Machine learning and data mining on Hadoop

Open source

mahout.apache.org

Apache Foundation

Mesos

Distributed systems kernel (all compute resources abstracted)

Open source

mesos.apache.org

Apache Foundation

Oozie

Workflow scheduler (DAGs) for Hadoop

Open source

oozie.apache.org

Apache Foundation

ORC

Columnar storage format

Open source

orc.apache.org

Apache Foundation

Parquet

Columnar storage format

Open source

parquet.apache.org

COMPANY

PRODUCT

DESCRIPTION

FREE TRIAL

WEBSITE

Apache Foundation

Phoenix

OLTP and operational analytics for Apache Hadoop

Open source

phoenix.apache.org

Apache Foundation

Pig

Turns high-level data analysis language into MapReduce programs

Open source

pig.apache.org

Apache Foundation

Samza

Distributed stream processing framework

Open source

samza.apache.org

Apache Foundation

Spark

General-purpose cluster computing framework

Open source

spark.apache.org

Apache Foundation

Spark Streaming

Discretized stream processing with Spark's RDDs

Open source

spark.apache.org/streaming

Apache Foundation

Sqoop

Bulk data transfer between Hadoop and structured datastores

Open source

sqoop.apache.org

Apache Foundation

Storm

Distributed realtime (streaming) computing framework

Open source

storm.apache.org

Apache Foundation

Tez

Dataflow (DAG) framework on YARN

Open source

tez.apache.org

Apache Foundation

Thrift

Data serialization framework (full-stack)

Open source

thrift.apache.org

Apache Foundation

YARN

Resource manager (distinguishes global and per- app resource management)

Open source

hadoop.apache.org/docs/ r2.7.1/hadoop-yarn/hadoop- yarn-site/YARN.html

Apache Foundation

Zeppelin

Interactive data visualization

Open source

zeppelin.apache.org

Apache Foundation

ZooKeeper

Coordination and state management

Open source

zookeeper.apache.org

Attunity

Attunity Visibility

Data warehouse and Hadoop data usage analytics

Demo available by request

attunity.com/products/ visibility

Attunity

Attunity Replicate

Data replication, ingestion, and streaming platform

Available by request

attunity.com/products/ replicate

BigML

BigML

Predictive analytics server and development platform

N/A

bigml.com

Bitam

Artus

Business intelligence platform

Available by request

bitam.com/artus

Board

BOARD All in One

BI, analytics, and corporate performance management platform

Demo available by request

board.com/en/product

CAPSENTA

Ultrawrap

Database wrapper for lightweight data integration

Available by request

capsenta.com

Cask Data

Cask

Containers (i.e. data, programming, application) on Hadoop for data lakes

Demo available by request

cask.co

Cask Data

Cask Data App Platform

Analytics platform for YARN with containers on Hadoop, visual data pipelining, and data lake metadata management

Free tier available

cask.co/products/cdap

COMPANY

PRODUCT

DESCRIPTION

FREE TRIAL

WEBSITE

Cazena

Cazena

Cloud-based data science platform

Demo available by request

cazena.com/what-is-cazena

Chart.js

Chart.js

Simple JavaScript charting library

Open source

chartjs.org

Cirro

Cirro Data Cloud

Database management system for cloud databases

Demo available

cirro.com/#/#product

Cisco

Cisco Edge Fog Fabric

IoT and streaming data analytics

N/A

cisco.com/c/en/us/products/ analytics-automation- software/edge-analytics- fabric

Cloudera

Cloudera Enterprise Data Hub

Predictive analytics, analytic database, and Hadoop distribution

Demo available by request

cloudera.com/products/ enterprise-data-hub.html

Confluent

Confluent Platform

Data integration, streaming data platform

Free tier available

confluent.io/product

D3.js

D3.js

Declarative-flavored JavaScript visualization library

Open source

d3js.org

Databricks

Databricks

Data science (ingestion, processing, collaboration, exploration, and visualization) on Spark

14 days

databricks.com/product/ databricks

Dataguise

Dataguise DgSecure

Big data security monitoring

Available by request

dataguise.com

Dataiku

Dataiku DSS

Collaborative data science platform

14 days

dataiku.com/dss/features/ connectivity

Datameer

Datameer

BI, data integration, ETL, and data visualization on Hadoop

Available by request

datameer.com/product/ product-overview

DataRobot

DataRobot

Machine learning model-building platform

Demo available by request

datarobot.com/product

DataRPM

DataRPM

Cognitive predictive maintenance for industrial IoT

Available by request

datarpm.com/platform

DataTorrent

DataTorrent RTS

Stream and batch (based on Apache Apex) application development platform

Free tier available

datatorrent.com/products- services/datatorrent-rts

DataWatch

DataWatch Monarch

Data extraction and wrangling, self-service analytics,  streaming visualization

30 days

datawatch.com/our-platform/ monarch

Disco Project

Disco

MapReduce framework for Python

Open source

discoproject.org

Domo

Domo

Data integration, preparation, and visualization

Available by request

domo.com/product

Druid

Druid

Columnar distributed data store w/realtime queries

Open source

druid.io/

Eclipse Foundation

BIRT

Visualization and reporting library for Java

Open source

eclipse.org/birt/

EngineRoom.io

EngineRoom

Geospatial, data transformation and discovery, modeling, predictive analytics, and visualization

N/A

engineroom.io

COMPANY

PRODUCT

DESCRIPTION

FREE TRIAL

WEBSITE

EnThought

SciPy

Scientific computing ecosystem (multi- dimensional arrays, interactive console, plotting, symbolic math, data analysis) for Python

Open source

scipy.org

Exaptive

Exaptive

RAD and application marketplace for data science

Free tier available

exaptive.com

Exasol

Exasol

In-memory analytics database

Free tier available

exasol.com/en/products

Facebook

Presto

Distributed interactive SQL on HDFS

Open source

prestodb.io

Fair Isaac Corporation

FICO Decision Management Suite

Data integration, analytics, and decision management

N/A

fico.com/en/analytics/ decision-management-suite

GFS2 Group

GFS

(Global File System) Shared-disk file system for Linux clusters

Open source

sourceware.org/cluster/gfs/

GoodData

GoodData Platform

Data distribution, visualization, analytics (R, MAQL), BI, and warehousing

N/A

gooddata.com/platform

Google

Protocol Buffers

Data serialization format and compiler

Open source

developers.google.com/ protocol-buffers/docs/ overview

Google

TensorFlow

An open-source software library for machine intelligence

Open source

tensorflow.org

Graphviz

Graphviz

Graph visualization toolkit

Open source

graphviz.org

H2O.ai

H2O.ai

Stats, machine learning, and math runtime for big data

Free tier available

h2o.ai

H2O.ai

H2O

Open-source prediction engine on Hadoop and Spark

Open source

h2o.ai

Hitachi Group

Pentaho

Data integration layer for big data analytics

30 days

pentaho.com/product/ product-overview

Hortonworks

Hortonworks Data Platform

Hadoop distribution based on YARN

N/A

hortonworks.com/products/ data-platforms/hdp

Hortonworks

Hortonworks DataFlow

Streaming data collection, curation, analytics, and delivery

N/A

hortonworks.com/products/ data-platforms/hdf

IBM

IBM

BigInsights

Scalable data processing and analytics on Hadoop and Spark

Available by request

ibm.com/analytics/us/en/ technology/biginsights

IBM

IBM Streaming Analytics

Streaming data application development and analytics platform

Available by request

ibm.com/cloud/streaming- analytics

IBM

IBM

InfoSphere Information Server

Data integration, data quality, and data governance

Available by request

ibm.com/analytics/ information-server

Ignite

Infobright DB

Column-oriented store with semantic indexing and approximation engine for analytics

N/A

ignitetech.com/solutions/ information-technology/ infobrightdb

Infor

Birst

Enterprise and embedded BI and analytics platform

Available by request

birst.com/product

COMPANY

PRODUCT

DESCRIPTION

FREE TRIAL

WEBSITE

Informatica

Enterprise Data Lake

Collaborative, centralized data lake, data governance

N/A

i                                             nformatica.com

Informatica

Big Data Management

Data integration platform on Hadoop

N/A

i                                             nformatica.com

Informatica

Relate 360

Big Data analytics, visualization, search, and BI

N/A

i                                             nformatica.com

Informatica

Big Data Streaming

Event processing and streaming data management for IoT

N/A

i                                             nformatica.com

Information Builders

WebFOCUS

BI and analytics

Demo available by request

informationbuilders.com/ products/intelligence

Information Builders

Omni-Gen

Data management, quality, integration platform

Available by request

informationbuilders.com/ products/omni

Intersystems

IRIS

Data mangement, interoperability, and analytics

N/A

i                                      ntersystems.com/products/     i                                                                                                ntersystems-iris/#technology

Java-ML

Java-ML

Various machine learning algorithms for Java

N/A

j ava-ml.sourceforge.net

Jinfonet

JReport

Visualization, embedded analytics for web apps

Available by request

j infonet.com/product

JUNG Framework

JUNG

Framework

Graph framework for Java and data modeling, analyzing, and visualizing

Open source

j ung.sourceforge.net

Kognitio

Kognitio Analytical Platform

In-memory, MPP, SQL and NoSQL analytics on Hadoop

Free tier available

kognitio.com/products/ kognitio-on-hadoop

Lavastorm

Lavastorm Server

Data preparation, analytics application development platform

Free tier available

lavastorm.com/product/ explore-lavastorm-server

LexisNexis

LexisNexis Customer Information Management

Data management and migration

N/A

risk.lexisnexis.com/ corporations-and-non- profits/customer-information- management

LexisNexis

HPCC Platform

Data management, predictive analytics, and Big Data workflow

Open source

hpccsystems.com

Liaison Technologies

Liaiason Alloy

Data management and integration

Demo available by request

liaison.com/liaison-alloy- platform

Lightbend

Lightbend Reactive Platform

JVM application development platform with Spark

Free tier available

lightbend.com/products/ reactive-platform

LinkedIn

Pinot

Real-time OLAP distributed data store

Open source

github.com/linkedin/pinot

LISA Lab

Theano

Python library for multi-dimensional array processing w/GPU optimizations

Open source

deeplearning.net/software/ theano

Loggly

Loggly

Cloud log management and analytics

30 days

loggly.com/product

Logi Analytics

Logi Analytics Platform

Embedded BI and data discovery

Demo available by request

logianalytics.com/analytics- platform

COMPANY

PRODUCT

DESCRIPTION

FREE TRIAL

WEBSITE

Looker

Looker Business Intelligence

Data analytics and business intelligence platform

Demo available by request

looker.com/product/ business-intelligence

Looker

Looker Embedded Analytics

Embedded analytics, data exploration, and data delivery

Demo available by request

looker.com/product/ embedded-analytics

MapR

MapR Event Streams

Global publish-subscribe event streaming system

Free tier available

mapr.com/products/mapr- streams

MapR

MapR Analytics and Machine Learning Engines

Real-time analytics and machine learning at scale

Free tier available

mapr.com/products/ analytics-ml

MapR

MapR Converged Data Platform

Big Data platform on enterprise-grade Hadoop distribution with integrated open-source

tools (Spark, Hive, Impala, Solr, etc.), NoSQL (document and wide column) DBMS

Free tier available

mapr.com/products/mapr- converged-data-platform

Micro Focus

ArcSight Data Platform

Data collection and log management platform

Available by request

software.microfocus.com/ en-us/products/siem-data- collection-log-management- platform/overview

Micro Focus

IDOL

Machine learning, enterprise search, and analytics platform

N/A

software.microfocus.com/

en-us/products/information- data-analytics-idol/overview

Micro Focus

Vertica

Distributed analtyics database and SQL analytics on Hadoop

Free tier available

vertica.com/overview

Microsoft

SSRS

SQL Server reporting (server-side)

Free tier available

msdn.microsoft.com/en-us/ library/ms159106.aspx

Microsoft

Azure Machine Learning Studio

Predictive analytics and machine learning development platform

Free tier available

azure.microsoft.com/en-us/ services/machine-learning- studio

Microsoft

Power BI

Business intelligence platform

Free tier available

powerbi.microsoft.com

MicroStrategy

Advanced Analytics

Predictive analytics, native analytical functions, data mining

Free tier available

microstrategy.com/us/ products/capabilities/ advanced-analytics

New Relic

New Relic Insights

Real-time application performance  analytics

Demo available by request

newrelic.com/insights

NumFocus

Julia

Dynamic programming language for scientific computing

Open source

j ulialang.org

NumFocus

Matplotlib

Plotting library on top of NumPy (like parts of MATLAB)

Open source

matplotlib.org

NumFocus

NumPy

Mathematical computing library (i.e. multi- dimensional arrays, linear algebra, Fourier transforms) for Python

Open source

numpy.org

NumFocus

Pandas

Data analysis and modeling for Python

Open source

pandas.pydata.org

Objectivity

ThingSpan

Graph analytics platform with Spark and HDFS integration

Free tier available

objectivity.com/products/ thingspan

COMPANY

PRODUCT

DESCRIPTION

FREE TRIAL

WEBSITE

OpenText

OpenText Big Data Analytics

Analytics and visualization with analyatics server

45 days

opentext.com/what-we-do/ products/analytics/opentext- big-data-analytics

OpenTSDB Authors

OpenTSDB

Time-series database on Hadoop

Open source

github.com/OpenTSDB/ opentsdb/releases

Oracle

Big Data Discovery

Big Data analytics and visualization platform on Spark

Demo available

oracle.com/big-data/big- data-discovery

Oracle

R Advanced Analytics for Hadoop

R interface for manipulating data on Hadoop

N/A

oracle.com/technetwork/ database/database- technologies/bdc/r- advanalytics-for-hadoop/ overview

Palantir

Gotham

Cluster data store, on-the-fly data integration, search, in-memory

DBMS, ontology, and distributed key-value store

N/A

palantir.com/palantir-gotham

Palantir

Foundry

Data integration platform

N/A

palantir.com/palantir-foundry

Panoply

Panoply

Data management and analytics platform

21 days

panoply.io

Panorama Software

Necto

Business intelligence, visualization, and data management

Available by request

panorama.com/necto

Paxata

Paxata Adaptive Information Platform

Data integration, preparation, exploration, visualization on Spark

Demo available by request

paxata.com/product/

paxata-adaptive-information- platform

Pepperdata

Pepperdata Cluster Analyzer

Big data performance analytics

Demo available by request

pepperdata.com/products/ cluster-analyzer

Pivotal

Pivotal Greenplum

Open-source data warehouse and analytics

Open source

pivotal.io/pivotal-greenplum

Pivotal

Spring Cloud Data Flow

Cloud platform for building streaming and batch data pipelines and analytics

N/A

cloud.spring.io/spring-cloud- dataflow

Prognoz

Prognoz Platform

BI and analytics (OLAP, time series, predictive)

Free tier available

prognoz.com/platform

Progress Software

DataDirect Connectors

Data integration: many-source, multi-interface (ODBC, JDBC, ADO.NET, OData), multi-

deployment

Available by request

progress.com/datadirect- connectors

Project Jupyter

Jupyter

Interactive data visualization and scientific computing on Spark and Hadoop

Open source

j upyter.org

Pyramid Analytics

BI Office

Data discovery and analytics platform

Free tier available

pyramidanalytics.com/pages/ bi-office.aspx

Qlik

Qlik Sense

Data visualization, integration, and search

Free tier available

qlik.com/us/products/qlik- sense

Qlik

Qlik Analytics Platform

Data visualization platform

Free tier available

qlik.com/us/products/qlik- analytics-platform

COMPANY

PRODUCT

DESCRIPTION

FREE TRIAL

WEBSITE

Qlik

QlikView

Business intelligence application platform

Free tier available

qlik.com/us/products/ qlikview

Qubole

Qubole Data Service

Data engines for Hive, Spark, Hadoop, Pig, Cascading, Presto on AWS, Azure, Google Cloud

Free tier available

qubole.com

Rapid7

InsightOps

Log management and analytics

Available by request

logentries.com

RapidMiner

RapidMiner Studio

Predictive analytics workflow and model builder

Free tier available

rapidminer.com/products/ studio

RapidMiner

RapidMiner Radoop

Predictive analytics on Hadoop and Spark with R and Python support

Free tier available

rapidminer.com/products/ radoop

Red Hat

Ceph

Distributed object and block store and file system

Open source

ceph.com/get

RedPoint

RedPoint Data Management

Data management, quality, integration (also on Hadoop)

Demo available by request

redpoint.net/products/data- management-solutions

SAP

SAP HANA

In-memory, column-oriented, relational DBMS (cloud or on-premise) with text search, analytics, stream processing, R integration, and graph processing

Free tier available

sap.com/products/hana.html

SAS

SAS Platform

Analytics, BI, data management, and deep statistical programming

Available by request

sas.com/en_us/software/ sas9.html

Sencha

InfoVis Toolkit

JavaScript visualization library

Open source

philogb.github.io/jit

Sisense

Sisense

Analytics, BI, visualization, and reporting

Available by request

sisense.com/product

Skytree

Skytree

Machine learning platform with self-service options

Available by request

skytree.net/products

Software AG

Terracotta In- Memory Data Management by Software AG

In-memory data management, job scheduler, Ehcache implementation, and enterprise messaging

Available by request

terracotta.org

Splunk

Splunk Enterprise

Operational intelligence for machine-generated data

60 days

splunk.com/en_us/products/ splunk-enterprise.html

Stitch

Stitch

ETL-as-a-service

Free tier available

stitchdata.com

StreamSets

Dataflow Performance Manager

Data management and analytics platform

N/A

streamsets.com/products/ dpm

Sumo Logic

Sumo Logic

Log and time-series management and analytics

30 days

sumologic.com

Tableau

Tableau

Interactive data visualization for BI

Available by request

tableau.com

Tableau

Tableau Desktop

Visualization, analytics, exloration (with self- service, server, hosted options)

14 days

tableau.com/products/ desktop

Talend

Talend Data Fabric

Real-time or batch data management platform

N/A

talend.com/products/data- fabric