SlideShare a Scribd company logo
1 of 25
WWW.PLUS.AGINFRA.EU
AGINFRA PLUS - Accelerating user-driven e-infrastructure innovation
in Food & Agriculture has received funding from the European Union’s
Horizon 2020 research and innovation programme under grant
agreement No 731001.
The AGINFRA+ Virtual Research
Environment (VRE)
Food Risk Assessment Research & Practice
Wageningen, Netherland | 22 NOV 2017
D4Science Operations Manager | CNR
Massimiliano Assante, PhD
WWW.PLUS.AGINFRA.EU
The D4Science infrastructure
Data Infrastructure
combining over 500 software components into a
coherent and centrally managed system of
hardware, software, and data resources
Data Analytics & Processing Layer (WP3)
Progress and current status
WWW.PLUS.AGINFRA.EU
D4Science Identity
D4Science is
• connecting +3900 scientists in 44 countries
• integrating data from +50 heterogeneous providers
• executing +50,000 models & algorithms/month
• providing access to over a billion quality records in
repositories worldwide
• operating with 99,7% service availability
D4Science hosts 100+ Virtual Research Environments to serve
the biological, ecological, environmental, social mining,
culture heritage, and statistical communities world-wide.
Data Analytics & Processing Layer (WP3)
Progress and current status
WWW.PLUS.AGINFRA.EU
D4Science for Geeks
• uses cloud-computing technologies to manage
+300 servers (more than 5 TB Ram, +1700 CPUs,
400 TB storage)
• is monitored via Nagios and Ganglia
• is maintained via Ansible (Application
Deployment + Configuration Management +
Continuous Delivery)
• is governed by deployment and operation policies
• has established SLA
• is operated according to defined Terms of Use
Data Analytics & Processing Layer (WP3)
Progress and current status
WWW.PLUS.AGINFRA.EU
Storage as Service
01/02/2018
Intr
odu
ctio
n to
Exis
ting
Tec
hno
logi
es
and
Ena
5
to host and maintain data
Database
High-availability
Standard
Ready-to-use
Cloud Storage
Scalable
Reliable
Secure
Geographical DB
Scalable
OGC Standard
Privacy and Attribution
WWW.PLUS.AGINFRA.EU
Applications as a Service
01/02/2018
Intr
odu
ctio
n to
Exis
ting
Tec
hno
logi
es
and
Ena
6
to curate and manage data
Metadata Generation
Geospatial Data
Biodiversity Data
Statistical Data
Textual Data
Harmonization
Disambiguate
Validate
Integrate and Consistency Check
Data Exchange
OGC protocols
DarwinCore
SDMX
DublinCore
WWW.PLUS.AGINFRA.EU
Computing as Service
01/02/2018
Intr
odu
ctio
n to
Exis
ting
Tec
hno
logi
es
and
Ena
7
to process and extract knowledge
Scalable
Easy to Manage
Across Boundaries
Tailored
Elastic
Assignment of Computing
Assignment of Processors
Virtual Research Environment
Rich and Heterogeneous
High Throughput
Map-Reduce
Parallel R
WWW.PLUS.AGINFRA.EU
Born from the user needs
01/02/2018
Intr
odu
ctio
n to
Exis
ting
Tec
hno
logi
es
and
Ena
8
to analyze datasets
to manage the full data life-cycle from import to validation,
curation, harmonization and publication
to reduce the costs of data maintenance
to host applications in a secure and scalable environment
to maintain and preserve data
to securely delivery data to known users
to access authoritative datasets
to mash-up data
to analyse big datasets
to validate datasets and provide a standard access to them
WWW.PLUS.AGINFRA.EU
Virtual Research Environment
Dat
a
Ana
lyti
cs
&
Pro
ces
sing
Lay
er
(W
to access, share and collaborate
Share
Database Tables
Workflow
Files
Communicate
Post
Comments
Likes
Organize
Dynamic VRE Creation
Secure
Policy Control
WWW.PLUS.AGINFRA.EU
https://aginfra.d4science.org/home
Project communication & data exchanging tools 10
SocialNetworking
Applications
Private Cloud
Storage
Activity Tracker &
WIKI
Data analytics and
processing platform
WWW.PLUS.AGINFRA.EU
AGINFRA VRE Page structure and Apps
Project communication & data exchanging tools 11
Posting to other VRE users
News Feed
About area
Managers &
Groups
Recent
documents
added to
VRE folder
Available
apps
VREPageandApplications
WWW.PLUS.AGINFRA.EU
Posting messages to other VRE users
• Paste links, attach files, use #hashtags,
mention people
Project communication & data exchanging tools 12
Attach file from Desktop
Notify VRE users (via email by default)
VREPageandApplications
WWW.PLUS.AGINFRA.EU
Post replies via email
• It is possible to reply to post via email
Project communication & data exchanging tools 13
Start typing your reply …
VREPageandApplications
WWW.PLUS.AGINFRA.EU
Top topics
Project communication & data exchanging tools 14
Top
Topics
VREPageandApplications
WWW.PLUS.AGINFRA.EU
VRE Members
Project communication & data exchanging tools 15
VREPageandApplications
WWW.PLUS.AGINFRA.EU
The Dockbar
Always on top: Home, Workspace (WS), Messages, Notifications, Search WS or
#Topic, User Profile.
Project communication & data exchanging tools 16
Workspace
HomeSocial
WWW.PLUS.AGINFRA.EU
Workspace
Exploring the workspace
Project communication & data exchanging tools 17
WWW.PLUS.AGINFRA.EU
Folders
• Private, Shared
and VRE Folders
• Managing
permissions
Links
• Sharable Link
• Public Link
• Public folder
links
File Uploads
• Multiple File
Uploads
• Drag & Drop
Worth a note
• History
• Notifications
• Versioning
Exploiting the Workspace, main features
Project communication & data exchanging tools 18
ExploitingtheWorkspace
WWW.PLUS.AGINFRA.EU
Messages
Project communication & data exchanging tools 19
WWW.PLUS.AGINFRA.EU
Notifications
Project communication & data exchanging tools 20
NotificationsPage
WWW.PLUS.AGINFRA.EU
User Profile
Project communication & data exchanging tools 21
WWW.PLUS.AGINFRA.EU
Activity Tracker integrated
Project communication & data exchanging tools 22
Fully-fledged and
customizable Redmine
instance avaibalbe by SSO
VREPageandApplications
WWW.PLUS.AGINFRA.EU
Integrated Wiki
Project communication & data exchanging tools 23
VREPageandApplications
WWW.PLUS.AGINFRA.EU
Help scientists in computational statistics experiments
Supply precooked state-of-the-art algorithms as-a-Service
Perform calculations by using Map-Reduce in a seamless
way to the users
Share input, results, parameters and comments with
colleagues by means of Virtual Research Environment
Data Analytics & Processing Layer (WP3) -
Progress and current status - M. Assante
Data Miner & Rstudio Cluster
Data
Miner
D4Science
Computational
Facilities
Sharing
Setup and execution
WWW.PLUS.AGINFRA.EU
CONSORTIUM
WWW.PLUS.AGINFRA.EU
Thank you! @maxassante
linkedin.com/in/maxassante

More Related Content

What's hot

Archiving archaeological data in Austria, Edeltraud Aspöck, Anja Masur OREA/ÖAW
Archiving archaeological data in Austria, Edeltraud Aspöck, Anja Masur OREA/ÖAWArchiving archaeological data in Austria, Edeltraud Aspöck, Anja Masur OREA/ÖAW
Archiving archaeological data in Austria, Edeltraud Aspöck, Anja Masur OREA/ÖAWariadnenetwork
 
A distributed network of digital heritage information - Semantics Amsterdam
A distributed network of digital heritage information - Semantics AmsterdamA distributed network of digital heritage information - Semantics Amsterdam
A distributed network of digital heritage information - Semantics AmsterdamEnno Meijers
 
lodlam summit session browsable linked data
lodlam summit session browsable linked datalodlam summit session browsable linked data
lodlam summit session browsable linked dataEnno Meijers
 
Open Access of Research Data - The Present and Future Situation in Germany
Open Access of Research Data - The Present and Future Situation in GermanyOpen Access of Research Data - The Present and Future Situation in Germany
Open Access of Research Data - The Present and Future Situation in Germanyariadnenetwork
 
News from the DOI and DataCite Community
News from the DOI and DataCite CommunityNews from the DOI and DataCite Community
News from the DOI and DataCite CommunityFrauke Ziedorn
 
The OAIS reference model and archaeological data
The OAIS reference model and archaeological dataThe OAIS reference model and archaeological data
The OAIS reference model and archaeological dataariadnenetwork
 
Data management and the online e-depot for Dutch Archaeology at DANS
Data management and the online e-depot for Dutch Archaeology at DANSData management and the online e-depot for Dutch Archaeology at DANS
Data management and the online e-depot for Dutch Archaeology at DANSariadnenetwork
 
5.15.17 Powering Linked Data and Hosted Solutions with Fedora Webinar Slides
5.15.17 Powering Linked Data and Hosted Solutions with Fedora Webinar Slides5.15.17 Powering Linked Data and Hosted Solutions with Fedora Webinar Slides
5.15.17 Powering Linked Data and Hosted Solutions with Fedora Webinar SlidesDuraSpace
 
Open Research Gateway for the ELIXIR-GR Infrastructure (Part 2)
Open Research Gateway for the ELIXIR-GR Infrastructure (Part 2)Open Research Gateway for the ELIXIR-GR Infrastructure (Part 2)
Open Research Gateway for the ELIXIR-GR Infrastructure (Part 2)OpenAIRE
 
Discovering Related Data Sources in Data Portals
Discovering Related Data Sources in Data PortalsDiscovering Related Data Sources in Data Portals
Discovering Related Data Sources in Data PortalsPeter Haase
 
What is an archaeological research infrastructure and why do we need it? Aims...
What is an archaeological research infrastructure and why do we need it? Aims...What is an archaeological research infrastructure and why do we need it? Aims...
What is an archaeological research infrastructure and why do we need it? Aims...ariadnenetwork
 
December 9, 2015 NISO Webinar: Two-Part Webinar: Emerging Resource Types - Pa...
December 9, 2015 NISO Webinar: Two-Part Webinar: Emerging Resource Types - Pa...December 9, 2015 NISO Webinar: Two-Part Webinar: Emerging Resource Types - Pa...
December 9, 2015 NISO Webinar: Two-Part Webinar: Emerging Resource Types - Pa...DeVonne Parks, CEM
 
Archiving data from Durham to RAL using the File Transfer Service (FTS)
Archiving data from Durham to RAL using the File Transfer Service (FTS)Archiving data from Durham to RAL using the File Transfer Service (FTS)
Archiving data from Durham to RAL using the File Transfer Service (FTS)Jisc
 
Open Data Publication - Requirements, Good practices, and Benefits
Open Data Publication - Requirements, Good practices, and BenefitsOpen Data Publication - Requirements, Good practices, and Benefits
Open Data Publication - Requirements, Good practices, and Benefitsariadnenetwork
 
Rajendra Akerkar - LeMO Project
Rajendra Akerkar - LeMO ProjectRajendra Akerkar - LeMO Project
Rajendra Akerkar - LeMO ProjectBigData_Europe
 
Virtual Research Environments as-a-serive
Virtual Research Environments as-a-seriveVirtual Research Environments as-a-serive
Virtual Research Environments as-a-seriveBlue BRIDGE
 
Requirements for Open Sharing of Archaeological Research Data
Requirements for Open Sharing of Archaeological Research DataRequirements for Open Sharing of Archaeological Research Data
Requirements for Open Sharing of Archaeological Research Dataariadnenetwork
 
DYAS: The Greek Research Infrastructure Network for the Humanities
DYAS: The Greek Research Infrastructure Network for the HumanitiesDYAS: The Greek Research Infrastructure Network for the Humanities
DYAS: The Greek Research Infrastructure Network for the Humanitiesariadnenetwork
 
ICOS: Integrated Carbon Observation System Open data to open our eyes to clim...
ICOS: Integrated Carbon Observation System Open data to open our eyes to clim...ICOS: Integrated Carbon Observation System Open data to open our eyes to clim...
ICOS: Integrated Carbon Observation System Open data to open our eyes to clim...Blue BRIDGE
 

What's hot (20)

Ariadne: Data Sharing
Ariadne: Data SharingAriadne: Data Sharing
Ariadne: Data Sharing
 
Archiving archaeological data in Austria, Edeltraud Aspöck, Anja Masur OREA/ÖAW
Archiving archaeological data in Austria, Edeltraud Aspöck, Anja Masur OREA/ÖAWArchiving archaeological data in Austria, Edeltraud Aspöck, Anja Masur OREA/ÖAW
Archiving archaeological data in Austria, Edeltraud Aspöck, Anja Masur OREA/ÖAW
 
A distributed network of digital heritage information - Semantics Amsterdam
A distributed network of digital heritage information - Semantics AmsterdamA distributed network of digital heritage information - Semantics Amsterdam
A distributed network of digital heritage information - Semantics Amsterdam
 
lodlam summit session browsable linked data
lodlam summit session browsable linked datalodlam summit session browsable linked data
lodlam summit session browsable linked data
 
Open Access of Research Data - The Present and Future Situation in Germany
Open Access of Research Data - The Present and Future Situation in GermanyOpen Access of Research Data - The Present and Future Situation in Germany
Open Access of Research Data - The Present and Future Situation in Germany
 
News from the DOI and DataCite Community
News from the DOI and DataCite CommunityNews from the DOI and DataCite Community
News from the DOI and DataCite Community
 
The OAIS reference model and archaeological data
The OAIS reference model and archaeological dataThe OAIS reference model and archaeological data
The OAIS reference model and archaeological data
 
Data management and the online e-depot for Dutch Archaeology at DANS
Data management and the online e-depot for Dutch Archaeology at DANSData management and the online e-depot for Dutch Archaeology at DANS
Data management and the online e-depot for Dutch Archaeology at DANS
 
5.15.17 Powering Linked Data and Hosted Solutions with Fedora Webinar Slides
5.15.17 Powering Linked Data and Hosted Solutions with Fedora Webinar Slides5.15.17 Powering Linked Data and Hosted Solutions with Fedora Webinar Slides
5.15.17 Powering Linked Data and Hosted Solutions with Fedora Webinar Slides
 
Open Research Gateway for the ELIXIR-GR Infrastructure (Part 2)
Open Research Gateway for the ELIXIR-GR Infrastructure (Part 2)Open Research Gateway for the ELIXIR-GR Infrastructure (Part 2)
Open Research Gateway for the ELIXIR-GR Infrastructure (Part 2)
 
Discovering Related Data Sources in Data Portals
Discovering Related Data Sources in Data PortalsDiscovering Related Data Sources in Data Portals
Discovering Related Data Sources in Data Portals
 
What is an archaeological research infrastructure and why do we need it? Aims...
What is an archaeological research infrastructure and why do we need it? Aims...What is an archaeological research infrastructure and why do we need it? Aims...
What is an archaeological research infrastructure and why do we need it? Aims...
 
December 9, 2015 NISO Webinar: Two-Part Webinar: Emerging Resource Types - Pa...
December 9, 2015 NISO Webinar: Two-Part Webinar: Emerging Resource Types - Pa...December 9, 2015 NISO Webinar: Two-Part Webinar: Emerging Resource Types - Pa...
December 9, 2015 NISO Webinar: Two-Part Webinar: Emerging Resource Types - Pa...
 
Archiving data from Durham to RAL using the File Transfer Service (FTS)
Archiving data from Durham to RAL using the File Transfer Service (FTS)Archiving data from Durham to RAL using the File Transfer Service (FTS)
Archiving data from Durham to RAL using the File Transfer Service (FTS)
 
Open Data Publication - Requirements, Good practices, and Benefits
Open Data Publication - Requirements, Good practices, and BenefitsOpen Data Publication - Requirements, Good practices, and Benefits
Open Data Publication - Requirements, Good practices, and Benefits
 
Rajendra Akerkar - LeMO Project
Rajendra Akerkar - LeMO ProjectRajendra Akerkar - LeMO Project
Rajendra Akerkar - LeMO Project
 
Virtual Research Environments as-a-serive
Virtual Research Environments as-a-seriveVirtual Research Environments as-a-serive
Virtual Research Environments as-a-serive
 
Requirements for Open Sharing of Archaeological Research Data
Requirements for Open Sharing of Archaeological Research DataRequirements for Open Sharing of Archaeological Research Data
Requirements for Open Sharing of Archaeological Research Data
 
DYAS: The Greek Research Infrastructure Network for the Humanities
DYAS: The Greek Research Infrastructure Network for the HumanitiesDYAS: The Greek Research Infrastructure Network for the Humanities
DYAS: The Greek Research Infrastructure Network for the Humanities
 
ICOS: Integrated Carbon Observation System Open data to open our eyes to clim...
ICOS: Integrated Carbon Observation System Open data to open our eyes to clim...ICOS: Integrated Carbon Observation System Open data to open our eyes to clim...
ICOS: Integrated Carbon Observation System Open data to open our eyes to clim...
 

Similar to The AGINFRA+ Virtual Research Environment (VRE)

Using e-infrastructures for biodiversity conservation - Gianpaolo Coro (CNR)
Using e-infrastructures for biodiversity conservation - Gianpaolo Coro (CNR)Using e-infrastructures for biodiversity conservation - Gianpaolo Coro (CNR)
Using e-infrastructures for biodiversity conservation - Gianpaolo Coro (CNR)Blue BRIDGE
 
The BlueBRIDGE approach to collaborative research
The BlueBRIDGE approach to collaborative researchThe BlueBRIDGE approach to collaborative research
The BlueBRIDGE approach to collaborative researchBlue BRIDGE
 
RDMkit, a Research Data Management Toolkit. Built by the Community for the ...
RDMkit, a Research Data Management Toolkit.  Built by the Community for the ...RDMkit, a Research Data Management Toolkit.  Built by the Community for the ...
RDMkit, a Research Data Management Toolkit. Built by the Community for the ...Carole Goble
 
ELIXIR Competence Centre in EOSC-hub
ELIXIR Competence Centre in EOSC-hubELIXIR Competence Centre in EOSC-hub
ELIXIR Competence Centre in EOSC-hubEOSC-hub project
 
WEBINAR: "How to manage your data to make them open and fair"
WEBINAR:  "How to manage your data to make them open and fair"  WEBINAR:  "How to manage your data to make them open and fair"
WEBINAR: "How to manage your data to make them open and fair" OpenAIRE
 
OSFair2017 Workshop | GÉANT general overview
OSFair2017 Workshop | GÉANT general overviewOSFair2017 Workshop | GÉANT general overview
OSFair2017 Workshop | GÉANT general overviewOpen Science Fair
 
The Neuroinformatics community in OpenAIRE Connect (Presentation by Sorina Po...
The Neuroinformatics community in OpenAIRE Connect (Presentation by Sorina Po...The Neuroinformatics community in OpenAIRE Connect (Presentation by Sorina Po...
The Neuroinformatics community in OpenAIRE Connect (Presentation by Sorina Po...OpenAIRE
 
Bridging Environmental Data Providers and SeaDataNet DIVA Service within a Co...
Bridging Environmental Data Providers and SeaDataNet DIVA Service within a Co...Bridging Environmental Data Providers and SeaDataNet DIVA Service within a Co...
Bridging Environmental Data Providers and SeaDataNet DIVA Service within a Co...Blue BRIDGE
 
Gergely Sipos (EGI): Exploiting scientific data in the international context ...
Gergely Sipos (EGI): Exploiting scientific data in the international context ...Gergely Sipos (EGI): Exploiting scientific data in the international context ...
Gergely Sipos (EGI): Exploiting scientific data in the international context ...Gergely Sipos
 
How to store, organize and use petabytes of heterogenous data
How to store, organize and use petabytes of heterogenous dataHow to store, organize and use petabytes of heterogenous data
How to store, organize and use petabytes of heterogenous dataOVHcloud
 
Virtual research environments for implementing long tail open science
Virtual research environments for implementing long tail open scienceVirtual research environments for implementing long tail open science
Virtual research environments for implementing long tail open scienceBlue BRIDGE
 
Use r 2013 tutorial - r and cloud computing for higher education and research
Use r 2013   tutorial - r and cloud computing for higher education and researchUse r 2013   tutorial - r and cloud computing for higher education and research
Use r 2013 tutorial - r and cloud computing for higher education and researchkchine3
 
IDB-Cloud Providing Bioinformatics Services on Cloud
IDB-Cloud Providing Bioinformatics Services on CloudIDB-Cloud Providing Bioinformatics Services on Cloud
IDB-Cloud Providing Bioinformatics Services on Cloudstratuslab
 
Leader in Cloud and Object Storage for Service Providers
Leader in Cloud and Object Storage for Service ProvidersLeader in Cloud and Object Storage for Service Providers
Leader in Cloud and Object Storage for Service ProvidersScality
 
FIspace Infodays Poznan 18 Sep 2013
FIspace Infodays Poznan 18 Sep 2013FIspace Infodays Poznan 18 Sep 2013
FIspace Infodays Poznan 18 Sep 2013Sjaak Wolfert
 
Hybrid Cloud storage deployment models: ARCHIVER presentation at the CS3 Work...
Hybrid Cloud storage deployment models: ARCHIVER presentation at the CS3 Work...Hybrid Cloud storage deployment models: ARCHIVER presentation at the CS3 Work...
Hybrid Cloud storage deployment models: ARCHIVER presentation at the CS3 Work...Archiver
 

Similar to The AGINFRA+ Virtual Research Environment (VRE) (20)

Using e-infrastructures for biodiversity conservation - Gianpaolo Coro (CNR)
Using e-infrastructures for biodiversity conservation - Gianpaolo Coro (CNR)Using e-infrastructures for biodiversity conservation - Gianpaolo Coro (CNR)
Using e-infrastructures for biodiversity conservation - Gianpaolo Coro (CNR)
 
The BlueBRIDGE approach to collaborative research
The BlueBRIDGE approach to collaborative researchThe BlueBRIDGE approach to collaborative research
The BlueBRIDGE approach to collaborative research
 
RDMkit, a Research Data Management Toolkit. Built by the Community for the ...
RDMkit, a Research Data Management Toolkit.  Built by the Community for the ...RDMkit, a Research Data Management Toolkit.  Built by the Community for the ...
RDMkit, a Research Data Management Toolkit. Built by the Community for the ...
 
EGI Services
EGI Services EGI Services
EGI Services
 
ELIXIR Competence Centre in EOSC-hub
ELIXIR Competence Centre in EOSC-hubELIXIR Competence Centre in EOSC-hub
ELIXIR Competence Centre in EOSC-hub
 
WEBINAR: "How to manage your data to make them open and fair"
WEBINAR:  "How to manage your data to make them open and fair"  WEBINAR:  "How to manage your data to make them open and fair"
WEBINAR: "How to manage your data to make them open and fair"
 
OSFair2017 Workshop | GÉANT general overview
OSFair2017 Workshop | GÉANT general overviewOSFair2017 Workshop | GÉANT general overview
OSFair2017 Workshop | GÉANT general overview
 
ELIXIR
ELIXIRELIXIR
ELIXIR
 
The Neuroinformatics community in OpenAIRE Connect (Presentation by Sorina Po...
The Neuroinformatics community in OpenAIRE Connect (Presentation by Sorina Po...The Neuroinformatics community in OpenAIRE Connect (Presentation by Sorina Po...
The Neuroinformatics community in OpenAIRE Connect (Presentation by Sorina Po...
 
Bridging Environmental Data Providers and SeaDataNet DIVA Service within a Co...
Bridging Environmental Data Providers and SeaDataNet DIVA Service within a Co...Bridging Environmental Data Providers and SeaDataNet DIVA Service within a Co...
Bridging Environmental Data Providers and SeaDataNet DIVA Service within a Co...
 
E Infrastructure for OA
E Infrastructure for OAE Infrastructure for OA
E Infrastructure for OA
 
​OCRE Supplier Webinar - GÉANT General Overview, David Heyns, 
​OCRE Supplier Webinar - GÉANT General Overview, David Heyns, ​OCRE Supplier Webinar - GÉANT General Overview, David Heyns, 
​OCRE Supplier Webinar - GÉANT General Overview, David Heyns, 
 
Gergely Sipos (EGI): Exploiting scientific data in the international context ...
Gergely Sipos (EGI): Exploiting scientific data in the international context ...Gergely Sipos (EGI): Exploiting scientific data in the international context ...
Gergely Sipos (EGI): Exploiting scientific data in the international context ...
 
How to store, organize and use petabytes of heterogenous data
How to store, organize and use petabytes of heterogenous dataHow to store, organize and use petabytes of heterogenous data
How to store, organize and use petabytes of heterogenous data
 
Virtual research environments for implementing long tail open science
Virtual research environments for implementing long tail open scienceVirtual research environments for implementing long tail open science
Virtual research environments for implementing long tail open science
 
Use r 2013 tutorial - r and cloud computing for higher education and research
Use r 2013   tutorial - r and cloud computing for higher education and researchUse r 2013   tutorial - r and cloud computing for higher education and research
Use r 2013 tutorial - r and cloud computing for higher education and research
 
IDB-Cloud Providing Bioinformatics Services on Cloud
IDB-Cloud Providing Bioinformatics Services on CloudIDB-Cloud Providing Bioinformatics Services on Cloud
IDB-Cloud Providing Bioinformatics Services on Cloud
 
Leader in Cloud and Object Storage for Service Providers
Leader in Cloud and Object Storage for Service ProvidersLeader in Cloud and Object Storage for Service Providers
Leader in Cloud and Object Storage for Service Providers
 
FIspace Infodays Poznan 18 Sep 2013
FIspace Infodays Poznan 18 Sep 2013FIspace Infodays Poznan 18 Sep 2013
FIspace Infodays Poznan 18 Sep 2013
 
Hybrid Cloud storage deployment models: ARCHIVER presentation at the CS3 Work...
Hybrid Cloud storage deployment models: ARCHIVER presentation at the CS3 Work...Hybrid Cloud storage deployment models: ARCHIVER presentation at the CS3 Work...
Hybrid Cloud storage deployment models: ARCHIVER presentation at the CS3 Work...
 

More from AGINFRA

Realising a Science Gateway for the Agri-food: the AGINFRAplus Experience
Realising a Science Gateway for the Agri-food: the AGINFRAplus ExperienceRealising a Science Gateway for the Agri-food: the AGINFRAplus Experience
Realising a Science Gateway for the Agri-food: the AGINFRAplus ExperienceAGINFRA
 
Data intensive agricultural sciences : requirements based on Aginfra+ Project...
Data intensive agricultural sciences : requirements based on Aginfra+ Project...Data intensive agricultural sciences : requirements based on Aginfra+ Project...
Data intensive agricultural sciences : requirements based on Aginfra+ Project...AGINFRA
 
PRESENTATION OF KNIME VRE AND FSK-LAB AT 12TH KNIME SPRING SUMMIT
PRESENTATION OF KNIME VRE AND FSK-LAB AT 12TH KNIME SPRING SUMMITPRESENTATION OF KNIME VRE AND FSK-LAB AT 12TH KNIME SPRING SUMMIT
PRESENTATION OF KNIME VRE AND FSK-LAB AT 12TH KNIME SPRING SUMMITAGINFRA
 
Webinar on Ontology Management using Vocbench in the context of AGINFRA+ Project
Webinar on Ontology Management using Vocbench in the context of AGINFRA+ ProjectWebinar on Ontology Management using Vocbench in the context of AGINFRA+ Project
Webinar on Ontology Management using Vocbench in the context of AGINFRA+ ProjectAGINFRA
 
Webinar on Galaxy & Galaxy integration with the Dataminer Service in the cont...
Webinar on Galaxy & Galaxy integration with the Dataminer Service in the cont...Webinar on Galaxy & Galaxy integration with the Dataminer Service in the cont...
Webinar on Galaxy & Galaxy integration with the Dataminer Service in the cont...AGINFRA
 
Building Capacities for Open Science
Building Capacities for Open ScienceBuilding Capacities for Open Science
Building Capacities for Open ScienceAGINFRA
 
AGINFRA+ on EOSCHubWeek
AGINFRA+ on EOSCHubWeekAGINFRA+ on EOSCHubWeek
AGINFRA+ on EOSCHubWeekAGINFRA
 
Implementing a platform for the food-chain ecosystem to provide trust, transp...
Implementing a platform for the food-chain ecosystem to provide trust, transp...Implementing a platform for the food-chain ecosystem to provide trust, transp...
Implementing a platform for the food-chain ecosystem to provide trust, transp...AGINFRA
 
ERIS-Emerging Risk Identification Support System
ERIS-Emerging Risk Identification Support SystemERIS-Emerging Risk Identification Support System
ERIS-Emerging Risk Identification Support SystemAGINFRA
 
DEMETER - Development of Methodologies and Systems for the Identification of ...
DEMETER - Development of Methodologies and Systems for the Identification of ...DEMETER - Development of Methodologies and Systems for the Identification of ...
DEMETER - Development of Methodologies and Systems for the Identification of ...AGINFRA
 
Inventory among DEMETER Stakeholders on EMERGING RISKS Systems
Inventory among DEMETER Stakeholders on EMERGING RISKS SystemsInventory among DEMETER Stakeholders on EMERGING RISKS Systems
Inventory among DEMETER Stakeholders on EMERGING RISKS SystemsAGINFRA
 
The AGINFRA+ Vision: Serving the European Scientists Across Food Systems
The AGINFRA+ Vision: Serving the European Scientists Across Food SystemsThe AGINFRA+ Vision: Serving the European Scientists Across Food Systems
The AGINFRA+ Vision: Serving the European Scientists Across Food SystemsAGINFRA
 
DEMETER – ERKEP and Current Status of the ERKEP Concept Note
DEMETER – ERKEP and Current Status of the ERKEP Concept Note DEMETER – ERKEP and Current Status of the ERKEP Concept Note
DEMETER – ERKEP and Current Status of the ERKEP Concept Note AGINFRA
 

More from AGINFRA (13)

Realising a Science Gateway for the Agri-food: the AGINFRAplus Experience
Realising a Science Gateway for the Agri-food: the AGINFRAplus ExperienceRealising a Science Gateway for the Agri-food: the AGINFRAplus Experience
Realising a Science Gateway for the Agri-food: the AGINFRAplus Experience
 
Data intensive agricultural sciences : requirements based on Aginfra+ Project...
Data intensive agricultural sciences : requirements based on Aginfra+ Project...Data intensive agricultural sciences : requirements based on Aginfra+ Project...
Data intensive agricultural sciences : requirements based on Aginfra+ Project...
 
PRESENTATION OF KNIME VRE AND FSK-LAB AT 12TH KNIME SPRING SUMMIT
PRESENTATION OF KNIME VRE AND FSK-LAB AT 12TH KNIME SPRING SUMMITPRESENTATION OF KNIME VRE AND FSK-LAB AT 12TH KNIME SPRING SUMMIT
PRESENTATION OF KNIME VRE AND FSK-LAB AT 12TH KNIME SPRING SUMMIT
 
Webinar on Ontology Management using Vocbench in the context of AGINFRA+ Project
Webinar on Ontology Management using Vocbench in the context of AGINFRA+ ProjectWebinar on Ontology Management using Vocbench in the context of AGINFRA+ Project
Webinar on Ontology Management using Vocbench in the context of AGINFRA+ Project
 
Webinar on Galaxy & Galaxy integration with the Dataminer Service in the cont...
Webinar on Galaxy & Galaxy integration with the Dataminer Service in the cont...Webinar on Galaxy & Galaxy integration with the Dataminer Service in the cont...
Webinar on Galaxy & Galaxy integration with the Dataminer Service in the cont...
 
Building Capacities for Open Science
Building Capacities for Open ScienceBuilding Capacities for Open Science
Building Capacities for Open Science
 
AGINFRA+ on EOSCHubWeek
AGINFRA+ on EOSCHubWeekAGINFRA+ on EOSCHubWeek
AGINFRA+ on EOSCHubWeek
 
Implementing a platform for the food-chain ecosystem to provide trust, transp...
Implementing a platform for the food-chain ecosystem to provide trust, transp...Implementing a platform for the food-chain ecosystem to provide trust, transp...
Implementing a platform for the food-chain ecosystem to provide trust, transp...
 
ERIS-Emerging Risk Identification Support System
ERIS-Emerging Risk Identification Support SystemERIS-Emerging Risk Identification Support System
ERIS-Emerging Risk Identification Support System
 
DEMETER - Development of Methodologies and Systems for the Identification of ...
DEMETER - Development of Methodologies and Systems for the Identification of ...DEMETER - Development of Methodologies and Systems for the Identification of ...
DEMETER - Development of Methodologies and Systems for the Identification of ...
 
Inventory among DEMETER Stakeholders on EMERGING RISKS Systems
Inventory among DEMETER Stakeholders on EMERGING RISKS SystemsInventory among DEMETER Stakeholders on EMERGING RISKS Systems
Inventory among DEMETER Stakeholders on EMERGING RISKS Systems
 
The AGINFRA+ Vision: Serving the European Scientists Across Food Systems
The AGINFRA+ Vision: Serving the European Scientists Across Food SystemsThe AGINFRA+ Vision: Serving the European Scientists Across Food Systems
The AGINFRA+ Vision: Serving the European Scientists Across Food Systems
 
DEMETER – ERKEP and Current Status of the ERKEP Concept Note
DEMETER – ERKEP and Current Status of the ERKEP Concept Note DEMETER – ERKEP and Current Status of the ERKEP Concept Note
DEMETER – ERKEP and Current Status of the ERKEP Concept Note
 

Recently uploaded

Cyber security and its impact on E commerce
Cyber security and its impact on E commerceCyber security and its impact on E commerce
Cyber security and its impact on E commercemanigoyal112
 
办理学位证(UQ文凭证书)昆士兰大学毕业证成绩单原版一模一样
办理学位证(UQ文凭证书)昆士兰大学毕业证成绩单原版一模一样办理学位证(UQ文凭证书)昆士兰大学毕业证成绩单原版一模一样
办理学位证(UQ文凭证书)昆士兰大学毕业证成绩单原版一模一样umasea
 
Odoo 14 - eLearning Module In Odoo 14 Enterprise
Odoo 14 - eLearning Module In Odoo 14 EnterpriseOdoo 14 - eLearning Module In Odoo 14 Enterprise
Odoo 14 - eLearning Module In Odoo 14 Enterprisepreethippts
 
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...Matt Ray
 
React Server Component in Next.js by Hanief Utama
React Server Component in Next.js by Hanief UtamaReact Server Component in Next.js by Hanief Utama
React Server Component in Next.js by Hanief UtamaHanief Utama
 
Balasore Best It Company|| Top 10 IT Company || Balasore Software company Odisha
Balasore Best It Company|| Top 10 IT Company || Balasore Software company OdishaBalasore Best It Company|| Top 10 IT Company || Balasore Software company Odisha
Balasore Best It Company|| Top 10 IT Company || Balasore Software company Odishasmiwainfosol
 
MYjobs Presentation Django-based project
MYjobs Presentation Django-based projectMYjobs Presentation Django-based project
MYjobs Presentation Django-based projectAnoyGreter
 
Software Coding for software engineering
Software Coding for software engineeringSoftware Coding for software engineering
Software Coding for software engineeringssuserb3a23b
 
Taming Distributed Systems: Key Insights from Wix's Large-Scale Experience - ...
Taming Distributed Systems: Key Insights from Wix's Large-Scale Experience - ...Taming Distributed Systems: Key Insights from Wix's Large-Scale Experience - ...
Taming Distributed Systems: Key Insights from Wix's Large-Scale Experience - ...Natan Silnitsky
 
Unveiling Design Patterns: A Visual Guide with UML Diagrams
Unveiling Design Patterns: A Visual Guide with UML DiagramsUnveiling Design Patterns: A Visual Guide with UML Diagrams
Unveiling Design Patterns: A Visual Guide with UML DiagramsAhmed Mohamed
 
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdf
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdfExploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdf
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdfkalichargn70th171
 
Powering Real-Time Decisions with Continuous Data Streams
Powering Real-Time Decisions with Continuous Data StreamsPowering Real-Time Decisions with Continuous Data Streams
Powering Real-Time Decisions with Continuous Data StreamsSafe Software
 
Software Project Health Check: Best Practices and Techniques for Your Product...
Software Project Health Check: Best Practices and Techniques for Your Product...Software Project Health Check: Best Practices and Techniques for Your Product...
Software Project Health Check: Best Practices and Techniques for Your Product...Velvetech LLC
 
How to submit a standout Adobe Champion Application
How to submit a standout Adobe Champion ApplicationHow to submit a standout Adobe Champion Application
How to submit a standout Adobe Champion ApplicationBradBedford3
 
A healthy diet for your Java application Devoxx France.pdf
A healthy diet for your Java application Devoxx France.pdfA healthy diet for your Java application Devoxx France.pdf
A healthy diet for your Java application Devoxx France.pdfMarharyta Nedzelska
 
Sending Calendar Invites on SES and Calendarsnack.pdf
Sending Calendar Invites on SES and Calendarsnack.pdfSending Calendar Invites on SES and Calendarsnack.pdf
Sending Calendar Invites on SES and Calendarsnack.pdf31events.com
 
SuccessFactors 1H 2024 Release - Sneak-Peek by Deloitte Germany
SuccessFactors 1H 2024 Release - Sneak-Peek by Deloitte GermanySuccessFactors 1H 2024 Release - Sneak-Peek by Deloitte Germany
SuccessFactors 1H 2024 Release - Sneak-Peek by Deloitte GermanyChristoph Pohl
 
Introduction Computer Science - Software Design.pdf
Introduction Computer Science - Software Design.pdfIntroduction Computer Science - Software Design.pdf
Introduction Computer Science - Software Design.pdfFerryKemperman
 

Recently uploaded (20)

Advantages of Odoo ERP 17 for Your Business
Advantages of Odoo ERP 17 for Your BusinessAdvantages of Odoo ERP 17 for Your Business
Advantages of Odoo ERP 17 for Your Business
 
Cyber security and its impact on E commerce
Cyber security and its impact on E commerceCyber security and its impact on E commerce
Cyber security and its impact on E commerce
 
办理学位证(UQ文凭证书)昆士兰大学毕业证成绩单原版一模一样
办理学位证(UQ文凭证书)昆士兰大学毕业证成绩单原版一模一样办理学位证(UQ文凭证书)昆士兰大学毕业证成绩单原版一模一样
办理学位证(UQ文凭证书)昆士兰大学毕业证成绩单原版一模一样
 
Odoo 14 - eLearning Module In Odoo 14 Enterprise
Odoo 14 - eLearning Module In Odoo 14 EnterpriseOdoo 14 - eLearning Module In Odoo 14 Enterprise
Odoo 14 - eLearning Module In Odoo 14 Enterprise
 
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...
Open Source Summit NA 2024: Open Source Cloud Costs - OpenCost's Impact on En...
 
React Server Component in Next.js by Hanief Utama
React Server Component in Next.js by Hanief UtamaReact Server Component in Next.js by Hanief Utama
React Server Component in Next.js by Hanief Utama
 
Balasore Best It Company|| Top 10 IT Company || Balasore Software company Odisha
Balasore Best It Company|| Top 10 IT Company || Balasore Software company OdishaBalasore Best It Company|| Top 10 IT Company || Balasore Software company Odisha
Balasore Best It Company|| Top 10 IT Company || Balasore Software company Odisha
 
MYjobs Presentation Django-based project
MYjobs Presentation Django-based projectMYjobs Presentation Django-based project
MYjobs Presentation Django-based project
 
Software Coding for software engineering
Software Coding for software engineeringSoftware Coding for software engineering
Software Coding for software engineering
 
Taming Distributed Systems: Key Insights from Wix's Large-Scale Experience - ...
Taming Distributed Systems: Key Insights from Wix's Large-Scale Experience - ...Taming Distributed Systems: Key Insights from Wix's Large-Scale Experience - ...
Taming Distributed Systems: Key Insights from Wix's Large-Scale Experience - ...
 
Unveiling Design Patterns: A Visual Guide with UML Diagrams
Unveiling Design Patterns: A Visual Guide with UML DiagramsUnveiling Design Patterns: A Visual Guide with UML Diagrams
Unveiling Design Patterns: A Visual Guide with UML Diagrams
 
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdf
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdfExploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdf
Exploring Selenium_Appium Frameworks for Seamless Integration with HeadSpin.pdf
 
Powering Real-Time Decisions with Continuous Data Streams
Powering Real-Time Decisions with Continuous Data StreamsPowering Real-Time Decisions with Continuous Data Streams
Powering Real-Time Decisions with Continuous Data Streams
 
Software Project Health Check: Best Practices and Techniques for Your Product...
Software Project Health Check: Best Practices and Techniques for Your Product...Software Project Health Check: Best Practices and Techniques for Your Product...
Software Project Health Check: Best Practices and Techniques for Your Product...
 
How to submit a standout Adobe Champion Application
How to submit a standout Adobe Champion ApplicationHow to submit a standout Adobe Champion Application
How to submit a standout Adobe Champion Application
 
A healthy diet for your Java application Devoxx France.pdf
A healthy diet for your Java application Devoxx France.pdfA healthy diet for your Java application Devoxx France.pdf
A healthy diet for your Java application Devoxx France.pdf
 
2.pdf Ejercicios de programación competitiva
2.pdf Ejercicios de programación competitiva2.pdf Ejercicios de programación competitiva
2.pdf Ejercicios de programación competitiva
 
Sending Calendar Invites on SES and Calendarsnack.pdf
Sending Calendar Invites on SES and Calendarsnack.pdfSending Calendar Invites on SES and Calendarsnack.pdf
Sending Calendar Invites on SES and Calendarsnack.pdf
 
SuccessFactors 1H 2024 Release - Sneak-Peek by Deloitte Germany
SuccessFactors 1H 2024 Release - Sneak-Peek by Deloitte GermanySuccessFactors 1H 2024 Release - Sneak-Peek by Deloitte Germany
SuccessFactors 1H 2024 Release - Sneak-Peek by Deloitte Germany
 
Introduction Computer Science - Software Design.pdf
Introduction Computer Science - Software Design.pdfIntroduction Computer Science - Software Design.pdf
Introduction Computer Science - Software Design.pdf
 

The AGINFRA+ Virtual Research Environment (VRE)