rosettahub the next generation data science platform...the next generation data science platform...

RosettaHUBThe next generation data

science platform

LondonR meetup

5th April 2016

A universal open platformfor data science

Computational ComponentsR packages, Wrapped C,C++,Fortran code, Python modules, Matlab Toolkits…

Open source or commercial

Computational ResourcesClusters, grids, private or public clouds

Free or pay-per-use

Computational GUIsHTML5 and Desktop Workbench

Built-in views /Plugins /Collaborative views

Open source or commercial

Computational ScriptsR / Python / Matlab / Groovy

Computational APIsJava / SOAP / REST, Stateless and stateful

Computational StorageLocal, NFS, FTP, Amazon S3, EBS, HDFS

Generated Computational Web ServicesStateful or stateless, mapping of R objects/functions

RosettaHUB

Infrastructures federation: RosettaHUB cloud

Public Clouds

Private Cloud

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AWS: programmable infrastructure

Command Line

Web Console

SDK

API

RosettaHUB Command Line

RosettaHUB Web Console

RosettaHUB SDKs

RosettaHUB API

RosettaHUB: programming with data andinfrastructure

Google Docs-like real time collaboration

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Traceable and reproducible data science

RosettaHUB

Machine Image A

R 3.1

Bioconductor 3.0

RosettaHUB Amazon Machine Images

RosettaHUB

Machine Instance 1

Bsaed on Image A

Amazon Elastic Block Stores

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RosettaHUB

EBS 2

Data Set D2

RosettaHUB

Machine Image B

R 3.2

Bioconductor 3.1 RosettaHUB

Machine Image C

R 3.2

Bioconductor 3.2

RosettaHUB

EBS 2

Data Set D2

RosettaHUB

Machine Instance 2

Bsaed on Image A

Researcher

Reviewer

RosettaHUB

EBS 2

Data Set D2

RosettaHUB

EBS 1

Data Set D1

RosettaHUB

EBS 4

Data Set D4

RosettaHUB

EBS 3

Data Set D3

A multi-language framework

A universal data science engine

• Reactive data science micro services platform

• Based on Java/R/Python processes

• Events-driven remote objects/engines

• Fully Dockerized

• Collaborative spreadsheets

• Collaborative scientific graphics canvas

• Collaborative dashboards

• Collaborative widgets

The platform architecture

Docker Swarm

Linux cluster

RosettaHUB Cloud Broker

Data Science Portal

Platform Message Broker

Liferay MySQL

Database

RosettaHUB MySQL Database

Ro

settaHU

B P

latform

System Administrator

Clouds Management

Console

Azure API

Job Sched

uler A

PI

OpenN

ebula API

Do

cker/Swarm

AP

I

Data Science Workbench

Views

Science Gateways

Factory

eLearning Apps

Social Apps MarketplaceReal-time

Collaboration Apps

LiferayAPI

RosettaHUB Public API

VM

VM

VM

GCE API OpenStack APIAWS API

Researcher Teacher Student

Inside the containers and engines

Rosetta Engine

PythonWolframLanguage

Julia SQLEmbeddedderbyDB

GraphDB

EmbeddedorientDB

JDBC SQLMySql

PostgreSQLRedshift

...

Scala/

Spark

Java Platform

LanguagesGroovyJython

...JNI JNIJNI

Jupyter Server

R Studio

shiny

R

JNI

VNC Server

JSON / NoSQL cloud databaseEquiv. Firebase

Server

ParaviewWeb ServerSsh

Unified Data Bus

Java Virtual Machine

SpreadsheetEngine

Cross-language Interactive/Collaborative

Widgets

Cross-language MacrosHTTPFile

Server

Rosetta Engine SOAP API

Rosetta Engine JSON HTTP API

Rosetta Engine Real-time Events Bus

Rosetta Gateway

FTP File ServerSecurity Policy

Manager

Docker Container

Virtual Machine

Learn more and register at:www.rosettahub.com

Get in touch:karim.chine@rosettahub.com

https://uk.linkedin.com/in/karimchine