"The Neuroinformatics community in OpenAIRE Connect"
Presentation by Sorina Pop from CNRS at the Digital Infrastructures Conference 2018, Lisbon. OpenAIRE Session: OpenAIRE services for Research Communities (Oct. 11, 2018)
OpenAIRE Presentation in the OpenAIRE Berlin Conference, Dec 2009, ParisOpenAIRE
OpenAIRE is a 36-month, FP7-funded project with 38 partners from 27 EU member states and Norway. It aims to establish an electronic infrastructure and support mechanisms to identify, deposit, access, and monitor FP7 and ERC funded articles. All deposited articles will be freely accessible worldwide through a new portal. OpenAIRE will establish a helpdesk system and liaison offices across Europe to support researchers in depositing publications. It will also operate an e-infrastructure populated with FP7-funded research using a repository to host publications with no natural repository association. OpenAIRE will provide monitoring, statistics, and a portal to access publications and services. It will also explore scientific data management with various subject communities.
Experience in managing service portfolio by Pasquale PaganoBlue BRIDGE
Pasquale Pagano manages service portfolios for projects like OpenAIRE and BlueBridge. He defines a service as a system that meets needs as defined by service level agreements and policies. Managing service portfolios presents challenges as the systems are designed for both human and machine access. The current portfolio includes many services powered by one technology. Services are registered and managed using the gCube system, which represents them as XML profiles adhering to schemas. Future plans include improving gCube and expanding support for projects like OpenAIRE.
The document summarizes a webinar about the EOSC Early Adopter Programme. It provides an overview of open science and the European Open Science Cloud (EOSC) initiative. It describes services available through projects like EOSC-hub, OCRE, OpenAIRE, and GÉANT that can support research workflows. These include computing, data, and networking resources. The presentation outlines the Early Adopter Programme, which provides resources and support to pilot technical solutions using multiple EOSC services. Selected projects will receive further assistance to scale up successful pilots.
The past few months saw some of the most important outputs of the project both for the supplier and user community of OCRE.
In this general update webinar, the project will provide an update on some of the key developments in the project including the conclusion of the OCRE IaaS+ Tender and the signing of more than 400 framework agreements, the presentation of the OCRE Cloud Catalogue of commercial cloud services for the European research community, the validation test suite for suppliers, research projects selected to receive adoption funding support. as well as some of the work in progress for Earth Observation digital services procurement.
Towards an e-infrastructure in agriculture?Blue BRIDGE
Donatella Castelli, CNR-ISTI & BlueBRIDGE Coordinator, gave an introductive talk in the "Towards an e-infrastructure in agriculture?" session at the Euragri workship in Inra, Paris discussing leading an e-infrastructure project in marine research e-Infrastructure and how it refers to a combination of digital technologies (hardware and software), resources (data, services, digital libraries), communications (protocols, access rights and networks), and the people and organisational structures needed to manage them.
(Inter)disciplinary Infrastructures for Social Sciences and Humanitiesdri_ireland
As part of a webinar series on Open Research in Ireland, the National Open Research Forum (NORF) presented a webinar focused on Infrastructures to support Open Research on 30 March 2021. This presentation on (inter)disciplinary infrastructures for social sciences and humanities was delivered by Sally Chambers (Ghent Centre for Digital Humanities).
Open Research in Ireland: Infrastructures for Open Researchdri_ireland
As part of a webinar series on Open Research in Ireland, the National Open Research Forum (NORF) presented a webinar focused on Infrastructures to support Open Research on 30 March 2021. This presentation features an introduction to NORF, delivered by Dr Daniel Bangert (Digital Repository of Ireland), and a summary of landscaping work by the NORF Working Group on Infrastructures delivered by Eoghan O’Carragain (University College Cork) and Caleb Derven (University of Limerick).
OpenAIRE Presentation in the OpenAIRE Berlin Conference, Dec 2009, ParisOpenAIRE
OpenAIRE is a 36-month, FP7-funded project with 38 partners from 27 EU member states and Norway. It aims to establish an electronic infrastructure and support mechanisms to identify, deposit, access, and monitor FP7 and ERC funded articles. All deposited articles will be freely accessible worldwide through a new portal. OpenAIRE will establish a helpdesk system and liaison offices across Europe to support researchers in depositing publications. It will also operate an e-infrastructure populated with FP7-funded research using a repository to host publications with no natural repository association. OpenAIRE will provide monitoring, statistics, and a portal to access publications and services. It will also explore scientific data management with various subject communities.
Experience in managing service portfolio by Pasquale PaganoBlue BRIDGE
Pasquale Pagano manages service portfolios for projects like OpenAIRE and BlueBridge. He defines a service as a system that meets needs as defined by service level agreements and policies. Managing service portfolios presents challenges as the systems are designed for both human and machine access. The current portfolio includes many services powered by one technology. Services are registered and managed using the gCube system, which represents them as XML profiles adhering to schemas. Future plans include improving gCube and expanding support for projects like OpenAIRE.
The document summarizes a webinar about the EOSC Early Adopter Programme. It provides an overview of open science and the European Open Science Cloud (EOSC) initiative. It describes services available through projects like EOSC-hub, OCRE, OpenAIRE, and GÉANT that can support research workflows. These include computing, data, and networking resources. The presentation outlines the Early Adopter Programme, which provides resources and support to pilot technical solutions using multiple EOSC services. Selected projects will receive further assistance to scale up successful pilots.
The past few months saw some of the most important outputs of the project both for the supplier and user community of OCRE.
In this general update webinar, the project will provide an update on some of the key developments in the project including the conclusion of the OCRE IaaS+ Tender and the signing of more than 400 framework agreements, the presentation of the OCRE Cloud Catalogue of commercial cloud services for the European research community, the validation test suite for suppliers, research projects selected to receive adoption funding support. as well as some of the work in progress for Earth Observation digital services procurement.
Towards an e-infrastructure in agriculture?Blue BRIDGE
Donatella Castelli, CNR-ISTI & BlueBRIDGE Coordinator, gave an introductive talk in the "Towards an e-infrastructure in agriculture?" session at the Euragri workship in Inra, Paris discussing leading an e-infrastructure project in marine research e-Infrastructure and how it refers to a combination of digital technologies (hardware and software), resources (data, services, digital libraries), communications (protocols, access rights and networks), and the people and organisational structures needed to manage them.
(Inter)disciplinary Infrastructures for Social Sciences and Humanitiesdri_ireland
As part of a webinar series on Open Research in Ireland, the National Open Research Forum (NORF) presented a webinar focused on Infrastructures to support Open Research on 30 March 2021. This presentation on (inter)disciplinary infrastructures for social sciences and humanities was delivered by Sally Chambers (Ghent Centre for Digital Humanities).
Open Research in Ireland: Infrastructures for Open Researchdri_ireland
As part of a webinar series on Open Research in Ireland, the National Open Research Forum (NORF) presented a webinar focused on Infrastructures to support Open Research on 30 March 2021. This presentation features an introduction to NORF, delivered by Dr Daniel Bangert (Digital Repository of Ireland), and a summary of landscaping work by the NORF Working Group on Infrastructures delivered by Eoghan O’Carragain (University College Cork) and Caleb Derven (University of Limerick).
The EOSC-hub: Integrating and managing services for the European Open Science...EOSCpilot .eu
EOSC-hub is an EU-funded project to create a hub that will integrate and manage services for the European Open Science Cloud (EOSC). It will mobilize 20 major digital infrastructures to offer services, software, and data through a federated system. The hub will provide access to resources and services, quality assurance, and support through competence centers and a joint innovation hub to support open science, innovation, and access for researchers.
- The document summarizes a workshop about using Shibboleth federations to securely access spatial data infrastructure (SDI) resources through web services.
- An interoperability experiment was conducted where several organizations modified their web service client software to work with Shibboleth single sign-on across administrative domains.
- The experiment demonstrated that using Shibboleth to securely access web feature and map services through single sign-on is practical and does not require major software changes. This could help address interoperability barriers for cross-border applications needing to access protected spatial resources.
Interoperability in practice and FAIR data principlesEOSCpilot .eu
This presentation was held at the 1st EOSC Stakeholder Forum 28-29/11/2017 in Brussels.
For more information on the 1st EOSC Stakeholder Forum visit: https://eoscpilot.eu/eosc-stakeholder-forum-shaping-future-eosc
Follow EOSCpilot on Twitter: https://twitter.com/eoscpilot
and LinkedIn: https://uk.linkedin.com/in/eoscpiloteu
A presentation conducted by Mr Phillip Delaney, The University of Melbourne.
Presented on Tuesday the 1st of October 2013.
Discovering and accessing relevant data is a problem often faced by urban researchers, policy and decision-makers
across Australia. Several public, private and academic entities are establishing Data Hubs; online catalogues for data discovery, access and interrogation. Data Hubs are
typically web services accessible via a portal, often with narrow geographic or application focus, with varied levels of analytical and visualisation capability. The Australian Urban
Research Infrastructure Network (AURIN) is focused on providing better access to comprehensive datasets through a dedicated e-Infrastructure platform. The AURIN portal
will facilitate programmatic access to data held in many emerging Data Hubs across Australia. AURIN is implementing a federated data model, providing a single access point and common interface for interrogating datasets. This paper outlines the Data Hub concept, describing the process and benefits of Data Hub integration within the AURIN e-infrastructure context
Tutorial on Hybrid Data Infrastructures: D4Science as a case studyBlue BRIDGE
An e-Infrastructure is a distributed network of service nodes, residing on multiple sites and managed by one or more organizations allowing scientists residing at distant places to collaborate. They may offer a multiplicity of facilities as-a-service, supporting data sharing and usage at different levels of abstraction. E-Infrastructures can have different implementations (Andronico et al 2011). A major distinction is between (i) Data e-Infrastructures, i.e. digital infrastructures promoting data sharing and consumption to a community of practice (e.g. MyOcean, Blanc 2008) and (ii) Computational e-Infrastructures, which support the processes required by a community of practice using GRID and Cloud computing facilities (e.g. Candela et al. 2013). A more recent type of e-Infrastructure is the Hybrid Data Infrastructure (HDI) (Candela et al. 2010), i.e. a Data and Computational e-Infrastructure that adopts a delivery model for data management, in which computing, storage, data and software are made available as-a-Service. HDIs support, for example, data transfer, data harmonization and data processing workflows. Hybrid Data e-Infrastructures have already been used in several European and international projects (e.g. i-Marine 2011; EuBrazil OpenBio 2011) and their exploitation is growing fast supporting new projects and initiatives, e.g. Parthenos, Ariadne, Descramble.
A particular HDI, named D4Science (Candela et al. 2009), has been used by communities of practice in the fields of biodiversity conservation, geothermal energy monitoring, fisheries management, and culture heritage. This e-Infrastructure hosts models and resources by several international organizations involved in these fields. Its capabilities help scientists to access and manage data, reuse data and models, obtain results in short time and share these results with other colleagues.
The AGINFRA+ Virtual Research Environment (VRE)AGINFRA
Massimiliano Assante from CNR on The AGINFRA+ Virtual Research Environment (VRE).
Joint Workshop on Food Risk Assessment Research & Practice
24th November 2017, Wageningen University & Research, Netherlands
The MIMAS workshop discussed the RepositoryNet infrastructure and components including aggregation, text mining, search, benchmarking and statistics, registries, deposit tools, and metadata quality. It provided updates on components outside RepositoryNet like IRS Search and NAMES 2. A demonstration of IRUS showed its current functionality for benchmarking and statistics and future plans for funding, APIs, international scope, and business models. Developing service level agreements for RepNet services was also discussed.
Edinburgh DataShare is a digital repository hosted by the University of Edinburgh's Data Library that stores and shares multi-disciplinary research datasets. It was developed using DSpace software with customizations to support different file types and metadata standards for various research domains. The Data Library engages with researchers through training, reference support, and projects to understand their data needs and improve data management, sharing and preservation services.
GÉANT operates a pan-European network that interconnects National Research and Education Networks across Europe to support over 50 million academic users. It runs a membership association for these NRENs, coordinates EU-funded projects, and manages a portfolio of services for research and education communities. GÉANT designs, builds, and operates a high-capacity network to share and process large data volumes for research and allow testing of new technologies.
The value of EOSC from a user perspective: Key themes and actions from Day 1EOSCpilot .eu
This presentation was held at the 1st EOSC Stakeholder Forum 28-29/11/2017 in Brussels.
For more information on the 1st EOSC Stakeholder Forum visit: https://eoscpilot.eu/eosc-stakeholder-forum-shaping-future-eosc
Follow EOSCpilot on Twitter: https://twitter.com/eoscpilot
and LinkedIn: https://uk.linkedin.com/in/eoscpiloteu
IT Infrastructure for the Digital Humanities ObservatoryDon Gourley
The document discusses building an infrastructure to support national collaboration in Ireland through information technology. It proposes creating a community portal, a database of research projects, and a demonstration repository. It recommends strategies like using open source software, rapid application development, partnering with other Irish digital initiatives, and employing object-oriented design patterns to integrate tools for multiple uses cases and skill levels. The goal is to develop flexible infrastructure that can accommodate new knowledge and support collaboration, research, and scholarly communication.
Sshoc kick off meeting - 1.2.3 EOSC board - Social Sciences and Humanities Op...SSHOC
This document discusses the Social Sciences & Humanities Open Cloud (SSHOC) and its role within the European Open Science Cloud (EOSC). It notes that an integrated approach is needed to research data infrastructures that goes beyond individual layers and national/disciplinary silos. The goal of EOSC is to provide a virtual environment for storage, management, analysis and reuse of research data across borders and disciplines. EOSC aims to federate existing initiatives within a single, consolidated platform. The document outlines the EC policy and governance structure behind EOSC, as well as related projects that have received funding. It discusses how SSHOC could be seamlessly integrated within EOSC and the expected impacts, including increased availability of
Gergely Sipos (EGI): Exploiting scientific data in the international context ...Gergely Sipos
Keynote presentation given at "The Emerging Technology Forum – Data Creates Universe - Scientific Data Innovation Conference" of the "Pujiang Innovation Forum 2021" event.
1. Edinburgh DataShare is a data repository service at the University of Edinburgh that allows researchers to upload, share, and license their research data.
2. It was built using DSpace in 2007-2009 as part of a project to create exemplar institutional data repositories.
3. The repository staff have worked to meet the needs of different research communities piloting data deposits, including large video and software files, sensitive health data, and arts data requiring specialized display.
Ariadne Training Workshop
Ljubljana, Slovenia
21 January 2016
Presentation by:
Holly Wright, Archaeology Data Service (ADS)
and
Kater Fernie, 2 Culture Associates
Cloud Computing Needs for Earth Observation Data Analysis: EGI and EOSC-hubBjörn Backeberg
This presentation was given during the Japan Geosciences Union 2019. Session details can be found at http://www.jpgu.org/meeting_e2019/SessionList_en/detail/M-GI31.htm
The EOSC-hub: Integrating and managing services for the European Open Science...EOSCpilot .eu
EOSC-hub is an EU-funded project to create a hub that will integrate and manage services for the European Open Science Cloud (EOSC). It will mobilize 20 major digital infrastructures to offer services, software, and data through a federated system. The hub will provide access to resources and services, quality assurance, and support through competence centers and a joint innovation hub to support open science, innovation, and access for researchers.
- The document summarizes a workshop about using Shibboleth federations to securely access spatial data infrastructure (SDI) resources through web services.
- An interoperability experiment was conducted where several organizations modified their web service client software to work with Shibboleth single sign-on across administrative domains.
- The experiment demonstrated that using Shibboleth to securely access web feature and map services through single sign-on is practical and does not require major software changes. This could help address interoperability barriers for cross-border applications needing to access protected spatial resources.
Interoperability in practice and FAIR data principlesEOSCpilot .eu
This presentation was held at the 1st EOSC Stakeholder Forum 28-29/11/2017 in Brussels.
For more information on the 1st EOSC Stakeholder Forum visit: https://eoscpilot.eu/eosc-stakeholder-forum-shaping-future-eosc
Follow EOSCpilot on Twitter: https://twitter.com/eoscpilot
and LinkedIn: https://uk.linkedin.com/in/eoscpiloteu
A presentation conducted by Mr Phillip Delaney, The University of Melbourne.
Presented on Tuesday the 1st of October 2013.
Discovering and accessing relevant data is a problem often faced by urban researchers, policy and decision-makers
across Australia. Several public, private and academic entities are establishing Data Hubs; online catalogues for data discovery, access and interrogation. Data Hubs are
typically web services accessible via a portal, often with narrow geographic or application focus, with varied levels of analytical and visualisation capability. The Australian Urban
Research Infrastructure Network (AURIN) is focused on providing better access to comprehensive datasets through a dedicated e-Infrastructure platform. The AURIN portal
will facilitate programmatic access to data held in many emerging Data Hubs across Australia. AURIN is implementing a federated data model, providing a single access point and common interface for interrogating datasets. This paper outlines the Data Hub concept, describing the process and benefits of Data Hub integration within the AURIN e-infrastructure context
Tutorial on Hybrid Data Infrastructures: D4Science as a case studyBlue BRIDGE
An e-Infrastructure is a distributed network of service nodes, residing on multiple sites and managed by one or more organizations allowing scientists residing at distant places to collaborate. They may offer a multiplicity of facilities as-a-service, supporting data sharing and usage at different levels of abstraction. E-Infrastructures can have different implementations (Andronico et al 2011). A major distinction is between (i) Data e-Infrastructures, i.e. digital infrastructures promoting data sharing and consumption to a community of practice (e.g. MyOcean, Blanc 2008) and (ii) Computational e-Infrastructures, which support the processes required by a community of practice using GRID and Cloud computing facilities (e.g. Candela et al. 2013). A more recent type of e-Infrastructure is the Hybrid Data Infrastructure (HDI) (Candela et al. 2010), i.e. a Data and Computational e-Infrastructure that adopts a delivery model for data management, in which computing, storage, data and software are made available as-a-Service. HDIs support, for example, data transfer, data harmonization and data processing workflows. Hybrid Data e-Infrastructures have already been used in several European and international projects (e.g. i-Marine 2011; EuBrazil OpenBio 2011) and their exploitation is growing fast supporting new projects and initiatives, e.g. Parthenos, Ariadne, Descramble.
A particular HDI, named D4Science (Candela et al. 2009), has been used by communities of practice in the fields of biodiversity conservation, geothermal energy monitoring, fisheries management, and culture heritage. This e-Infrastructure hosts models and resources by several international organizations involved in these fields. Its capabilities help scientists to access and manage data, reuse data and models, obtain results in short time and share these results with other colleagues.
The AGINFRA+ Virtual Research Environment (VRE)AGINFRA
Massimiliano Assante from CNR on The AGINFRA+ Virtual Research Environment (VRE).
Joint Workshop on Food Risk Assessment Research & Practice
24th November 2017, Wageningen University & Research, Netherlands
The MIMAS workshop discussed the RepositoryNet infrastructure and components including aggregation, text mining, search, benchmarking and statistics, registries, deposit tools, and metadata quality. It provided updates on components outside RepositoryNet like IRS Search and NAMES 2. A demonstration of IRUS showed its current functionality for benchmarking and statistics and future plans for funding, APIs, international scope, and business models. Developing service level agreements for RepNet services was also discussed.
Edinburgh DataShare is a digital repository hosted by the University of Edinburgh's Data Library that stores and shares multi-disciplinary research datasets. It was developed using DSpace software with customizations to support different file types and metadata standards for various research domains. The Data Library engages with researchers through training, reference support, and projects to understand their data needs and improve data management, sharing and preservation services.
GÉANT operates a pan-European network that interconnects National Research and Education Networks across Europe to support over 50 million academic users. It runs a membership association for these NRENs, coordinates EU-funded projects, and manages a portfolio of services for research and education communities. GÉANT designs, builds, and operates a high-capacity network to share and process large data volumes for research and allow testing of new technologies.
The value of EOSC from a user perspective: Key themes and actions from Day 1EOSCpilot .eu
This presentation was held at the 1st EOSC Stakeholder Forum 28-29/11/2017 in Brussels.
For more information on the 1st EOSC Stakeholder Forum visit: https://eoscpilot.eu/eosc-stakeholder-forum-shaping-future-eosc
Follow EOSCpilot on Twitter: https://twitter.com/eoscpilot
and LinkedIn: https://uk.linkedin.com/in/eoscpiloteu
IT Infrastructure for the Digital Humanities ObservatoryDon Gourley
The document discusses building an infrastructure to support national collaboration in Ireland through information technology. It proposes creating a community portal, a database of research projects, and a demonstration repository. It recommends strategies like using open source software, rapid application development, partnering with other Irish digital initiatives, and employing object-oriented design patterns to integrate tools for multiple uses cases and skill levels. The goal is to develop flexible infrastructure that can accommodate new knowledge and support collaboration, research, and scholarly communication.
Sshoc kick off meeting - 1.2.3 EOSC board - Social Sciences and Humanities Op...SSHOC
This document discusses the Social Sciences & Humanities Open Cloud (SSHOC) and its role within the European Open Science Cloud (EOSC). It notes that an integrated approach is needed to research data infrastructures that goes beyond individual layers and national/disciplinary silos. The goal of EOSC is to provide a virtual environment for storage, management, analysis and reuse of research data across borders and disciplines. EOSC aims to federate existing initiatives within a single, consolidated platform. The document outlines the EC policy and governance structure behind EOSC, as well as related projects that have received funding. It discusses how SSHOC could be seamlessly integrated within EOSC and the expected impacts, including increased availability of
Gergely Sipos (EGI): Exploiting scientific data in the international context ...Gergely Sipos
Keynote presentation given at "The Emerging Technology Forum – Data Creates Universe - Scientific Data Innovation Conference" of the "Pujiang Innovation Forum 2021" event.
1. Edinburgh DataShare is a data repository service at the University of Edinburgh that allows researchers to upload, share, and license their research data.
2. It was built using DSpace in 2007-2009 as part of a project to create exemplar institutional data repositories.
3. The repository staff have worked to meet the needs of different research communities piloting data deposits, including large video and software files, sensitive health data, and arts data requiring specialized display.
Ariadne Training Workshop
Ljubljana, Slovenia
21 January 2016
Presentation by:
Holly Wright, Archaeology Data Service (ADS)
and
Kater Fernie, 2 Culture Associates
Cloud Computing Needs for Earth Observation Data Analysis: EGI and EOSC-hubBjörn Backeberg
This presentation was given during the Japan Geosciences Union 2019. Session details can be found at http://www.jpgu.org/meeting_e2019/SessionList_en/detail/M-GI31.htm
European Open Science Cloud: Concept, status and opportunitiesEOSC-hub project
European Open Science Cloud: Concept, status and opportunities.
Presentation given by Gergely Sipos at the International Symposium on Grids and Clouds 2019 event in Taiwan.
The BlueBRIDGE approach to collaborative researchBlue BRIDGE
Gianpaolo Coro, ISTI-CNR, at BlueBRIDGE workshop on "Data Management services to support stock assessement", held during the Annual ICES Science conference 2016
IDB-Cloud Providing Bioinformatics Services on Cloudstratuslab
A presentation of IDB (Infrastructure Distributed for Biology) using StratusLab technology by Christophe Blanchet and Clément Gauthey at Lille, France, May 2013.
Presentation made on the occasion of an event organised by the Eclipse-IoT community (iot.eclipse.org) to advertise the FIWARE platform as a federative high-lvevel information mediaition platform
The EGI-Engage project ran from 2015-2017 with funding from the European Union to expand federated computing and storage services for researchers. During the project, usage of these services increased substantially, with over 730,000 CPU cores and 650 petabytes of storage used to support over 200 research collaborations, including large projects like CTA and the LHC. The project also helped establish best practices for cloud computing interoperability and contributed to defining the European Open Science Cloud.
This document summarizes ELIXIR's plans to develop a cloud computing platform to support life science research across Europe. It discusses ELIXIR's goals to integrate user authentication, rationalize reference data distribution, support hybrid cloud/HPC deployments, develop a task distribution network using Kubernetes, and support workflow engines. Key components include Biocontainers for tools, RDSDS for reference data, TESK for task execution, and WES-ELIXIR for workflows. The platform aims to be compatible with GA4GH standards and support projects like EOSC-Hub and EOSC-Life.
EOSC-hub brings together multiple service providers to create the Hub: a single contact point for European researchers and innovators to discover, access, use and reuse a broad spectrum of resources for advanced data-driven research.
This presentation introduces the services on offer to scientists of all disciplines
The Ascent of Open Science and the European Open Science CloudTiziana Ferrari
EOSC-hub receives funding from the European Union’s Horizon 2020 programme to integrate and manage services for the European Open Science Cloud (EOSC). The presentation discusses the need for open science, open data, and interoperable e-infrastructures. It provides examples like the LIGO and VIRGO collaborations sharing data and the WeNMR community using distributed computing resources. The EOSC-hub project aims to provide a single point of access to services across different providers through a marketplace. It has onboarded many services, engaged with users and service providers, and seen increasing usage of thematic, federation, and common services on the platform. The EOSC has the potential to boost support for open
Congresso Sociedade Brasileira de Computação CSBC2016 Porto Alegre (Brazil)
Workshop on Cloud Networks & Cloudscape Brazil
José Luiz Ribeiro Filho, Director of Services and Solutions of the Brazilian National Education and Research Network (RNP), Brazil
Cloud Federation & Open Science Cloud at cross-regional level
Hybrid Cloud storage deployment models: ARCHIVER presentation at the CS3 Work...Archiver
This presentation explored the use-cases driving ARCHIVER at the audience gathered at INFN, in Rome, Italy, for the Open Data Ecosystem and CS3 conference, 27-29 January 2020
Archiver at CS3 - Cloud Storage Synchronization and Sharing ServicesArchiver
The ARCHIVER project aims to develop commercial archiving and preservation services for petabyte-scale research data across multiple scientific domains. It will procure archiving services from private sector providers and make the resulting services available through the European Open Science Cloud. The project has a budget of 3.4 million euro and runs from 2019 to 2022. It involves procurers and experts assessing requirements and promoting the services. The archiving services will need to meet standards for long-term preservation, be FAIR-compliant, and address challenges of large data volumes, high ingest rates and expanding to different scientific domains.
RDMkit, a Research Data Management Toolkit. Built by the Community for the ...Carole Goble
https://datascience.nih.gov/news/march-data-sharing-and-reuse-seminar 11 March 2022
Starting in 2023, the US National Institutes of Health (NIH) will require institutes and researchers receiving funding to include a Data Management Plan (DMP) in their grant applications, including the making their data publicly available. Similar mandates are already in place in Europe, for example a DMP is mandatory in Horizon Europe projects involving data.
Policy is one thing - practice is quite another. How do we provide the necessary information, guidance and advice for our bioscientists, researchers, data stewards and project managers? There are numerous repositories and standards. Which is best? What are the challenges at each step of the data lifecycle? How should different types of data? What tools are available? Research Data Management advice is often too general to be useful and specific information is fragmented and hard to find.
ELIXIR, the pan-national European Research Infrastructure for Life Science data, aims to enable research projects to operate “FAIR data first”. ELIXIR supports researchers across their whole RDM lifecycle, navigating the complexity of a data ecosystem that bridges from local cyberinfrastructures to pan-national archives and across bio-domains.
The ELIXIR RDMkit (https://rdmkit.elixir-europe.org (link is external)) is a toolkit built by the biosciences community, for the biosciences community to provide the RDM information they need. It is a framework for advice and best practice for RDM and acts as a hub of RDM information, with links to tool registries, training materials, standards, and databases, and to services that offer deeper knowledge for DMP planning and FAIR-ification practices.
Launched in March 2021, over 120 contributors have provided nearly 100 pages of content and links to more than 300 tools. Content covers the data lifecycle and specialized domains in biology, national considerations and examples of “tool assemblies” developed to support RDM. It has been accessed by over 123 countries, and the top of the access list is … the United States.
The RDMkit is already a recommended resource of the European Commission. The platform, editorial, and contributor methods helped build a specialized sister toolkit for infectious diseases as part of the recently launched BY-COVID project. The toolkit’s platform is the simplest we could manage - built on plain GitHub - and the whole development and contribution approach tailored to be as lightweight and sustainable as possible.
In this talk, Carole and Frederik will present the RDMkit; aims and context, content, community management, how folks can contribute, and our future plans and potential prospects for trans-Atlantic cooperation.
Data policy must be partnered with data practice. Our researchers need to be the best informed in order to meet these new data management and data sharing mandates.
Utilising Cloud Computing for Research through Infrastructure, Software and D...David Wallom
This document discusses using cloud computing for research through Infrastructure as a Service (IaaS), Software as a Service (SaaS), and Desktop as a Service (DaaS). For IaaS, it describes the EGI Federated Cloud which provides cloud services from multiple public and private sector providers. For SaaS, it discusses Hub for managing the research lifecycle and data, and Chipster for bioinformatics analysis. For DaaS, it covers EOSCloud which provides virtual desktops for bioinformatics research through the JASMIN cloud. Overall it promotes cloud computing for enabling flexible infrastructure, services, and environments to support diverse research needs.
SILECS/SLICES - Super Infrastructure for Large-Scale Experimental Computer Sc...Frederic Desprez
The aim of the SILECS and SLICES projects is to design and build a large infrastructure for experimental research on various aspects of distributed computing, from small connected objects to the large data centres of tomorrow. This infrastructure will allow end-to-end experimentation with software and applications at all levels of the software layers, from event capture (sensors, actuators) to data processing and storage, to radio transmission management and dynamic deployment of edge computing services, enabling reproducible research on all-point programmable networks, ... SILECS is the french node of a european infrastructure called SLICES.
This document summarizes the results and future outlook of the EOSC-hub project. It discusses key exploitable results including the EOSC Digital Innovation Hub, the EOSC service portfolio, and the competence centre. It provides statistics on the growth of services, users, and training. Success stories are shared from research infrastructures leveraging the EOSC including increases in users, data, and computing resources. The presentation concludes by discussing priorities for further collaboration and engagement and announcing a new EOSC Early Adopter Programme.
Similar to The Neuroinformatics community in OpenAIRE Connect (Presentation by Sorina Pop at DI4R2018) (20)
10th OpenAIRE Content Providers Community CallOpenAIRE
The document discusses OpenAIRE's Usage Counts service, which tracks usage and collects COUNTER reports to provide analytics on the usage of research outputs. It introduces the new architecture and workflows that power the service, and shows examples of usage counts data in action for content providers and individual research items. Finally, it outlines the future plans for the service, including counting more research products, moving to the latest COUNTER standards, offering additional analytics, and building a Usage Counts Hub.
OpenAIRE Content Providers Community Call, November 4th, 2020
This call was focused on the PROVIDE future developments, functionalities wishlist and PROVIDE service in EOSC.
Was also an opportunity to share the most recent updates and novelties in the OpenAIRE Content Provider Dashboard, and to get feedback from community.
Recordings: https://youtu.be/wY4fOS767Us
Follow the Community activities at https://www.openaire.eu/provide-community-calls
OpenAIRE in the European Open Science Cloud (EOSC)OpenAIRE
Openness is the success factor for EOSC. OpenAIRE has been working in delivering an open access scholarly communication in Europe for the past 10 years and we now present how our work fits into the EOSC core developments
OpenAIRE Content Providers Community Call, October 7th, 2020
This call was focused on the OpenAIRE Broker Service, specifying how the service works to deploy the enrichment events to the Content Providers managers.
Was also an opportunity to share the most recent updates and novelties in the OpenAIRE Content Provider Dashboard, and to get feedback from community.
Recording: https://youtu.be/3sF4B58EGcs
Follow the Community activities at https://www.openaire.eu/provide-community-calls
OpenAIRE Content Providers Community Call, July 1st, 2020
This call was focused on Data Repositories namely the OpenAIRE Research Graph and Data Repositories, the OpenAIRE Content Acquisition Policy, and the Guidelines for Data Archive Managers.
Was also an opportunity to share the most recent updates and novelties in the OpenAIRE Content Provider Dashboard, and to get feedback from community.
Follow the Community activities at https://www.openaire.eu/provide-community-calls
Open Research Gateway for the ELIXIR-GR Infrastructure (Part 3)OpenAIRE
This document provides an overview of the Open Research Gateway for the ELIXIR-GR infrastructure. It discusses how the gateway acts as a single entry point to all research products from ELIXIR-GR, including publications, datasets, software, and more. Researchers can deposit and link their work through the gateway to practice open science. Statistics, reporting, and APIs are also available to monitor impact and advance open research. The team behind the gateway is working to improve customization and user guidance to better support the ELIXIR-GR community.
Open Research Gateway for the ELIXIR-GR Infrastructure (Part 2)OpenAIRE
OpenAIRE is a European infrastructure that helps stakeholders comply with open access policies by providing tools and services. It operates repositories, dashboards, and tools to help share and reuse research outputs in accordance with FAIR principles. OpenAIRE also coordinates activities through national open access desks and outreach to promote open science practices. Researchers can use OpenAIRE to publish open access works, deposit data, write data management plans, and link research outputs.
Open Research Gateway for the ELIXIR-GR Infrastructure (Part 1)OpenAIRE
The Research Data Alliance (RDA) is an international organization focused on data sharing across disciplines. It has over 8,600 members from 137 countries working to reduce barriers to data sharing through developing infrastructure and community activities. RDA has numerous active interest groups and working groups focused on issues like specific scientific domains, data reference and sharing, community needs, data stewardship, and basic infrastructure. One recent focus is guidelines for data sharing during the COVID-19 pandemic.
1) A new version of the OpenAIRE Provide dashboard demo is available.
2) Several speakers shared use cases of the OpenAIRE Provide service, including from OpenstarTs, Serbian repositories, the University of Minho, and the Universidade Católica Portuguesa.
3) The agenda concluded with an invitation for comments and questions.
20200504_OpenAIRE Legal Policy Webinar: GDPR and Sharing DataOpenAIRE
Presentation by Jacques Flores Dourojeanni (Research Data Management Consultant Utrecht University Library), as delivered during the OpenAIRE Legal Policy Webinar series on May 4th 2020.
More information and recordings: https://www.openaire.eu/item/openaire-legal-policy-webinars
20200504_Research Data & the GDPR: How Open is Open?OpenAIRE
Presentation by Prodromos Tsiavos (Senior Legal Advisor - ARC/ Director - Onassis Group) as delivered during the OpenAIRE Legal Policy Webinar series on May 4th 2020.
More information and recordings: https://www.openaire.eu/item/openaire-legal-policy-webinars
20200504_Data, Data Ownership and Open ScienceOpenAIRE
Presentation by Thomas Margoni (Senior Lecturer in Intellectual Property and Internet Law, Co-director, CREATe, University of Glasgow) as delivered during the OpenAIRE Legal Policy Webinar series on May 4th 2020.
More information and recordings: https://www.openaire.eu/item/openaire-legal-policy-webinars
20200429_Research Data & the GDPR: How Open is Open? (updated version)OpenAIRE
This document discusses how the General Data Protection Regulation (GDPR) applies to scientific research. It defines key GDPR concepts, explains how scientific research is defined under the regulation, and discusses the legal bases and purposes that can justify data processing for research. It also addresses how data subject rights may be limited for research purposes, and analyzes several cases involving issues like data sharing, further processing of data, and handling of health and publicly available data in the context of research.
20200429_Data, Data Ownership and Open ScienceOpenAIRE
Presentation by Thomas Margoni (Senior Lecturer in Intellectual Property and Internet Law, Co-director, CREATe, University of Glasgow) as delivered during the OpenAIRE Legal Policy Webinar series on April 29th 2020.
More information and recordings: https://www.openaire.eu/item/openaire-legal-policy-webinars
20200429_OpenAIRE Legal Policy Webinar: GDPR and Sharing DataOpenAIRE
Presentation by Jacques Flores Dourojeanni (Research Data Management Consultant Utrecht University Library), as delivered during the OpenAIRE Legal Policy Webinar series on April 29th 2020.
More information and recordings: https://www.openaire.eu/item/openaire-legal-policy-webinars
COVID-19: Activities, tools, best practice and contact points in GreeceOpenAIRE
Presentation from the webinar organized by the Greek OpenAIRE and RDA Nodes (Athena RC) and Elixir-GR to inform participants of EU and national efforts, in collaboration with the following research organizations: Flemming, CERTH, HEAL-Link, Demokritos, Univ. of Athens (Medical School).
Presentation of the 2nd Content Providers Community Call, targeting the following topics: 1) OpenAIRE Content provider dashboard updates; Main topic: DSpace-CRIS for OpenAIRE: implementation of the CRIS guidelines and beyond; 3) Community questions & comments.
Presentation of the 2nd Content Providers Community Call, targeting the following topics: 1) OpenAIRE Content provider dashboard updates;
2) OpenAIRE aggregation and enrichment processes: specifications and good practices;
3) Community questions & comments.
The binding of cosmological structures by massless topological defectsSérgio Sacani
Assuming spherical symmetry and weak field, it is shown that if one solves the Poisson equation or the Einstein field
equations sourced by a topological defect, i.e. a singularity of a very specific form, the result is a localized gravitational
field capable of driving flat rotation (i.e. Keplerian circular orbits at a constant speed for all radii) of test masses on a thin
spherical shell without any underlying mass. Moreover, a large-scale structure which exploits this solution by assembling
concentrically a number of such topological defects can establish a flat stellar or galactic rotation curve, and can also deflect
light in the same manner as an equipotential (isothermal) sphere. Thus, the need for dark matter or modified gravity theory is
mitigated, at least in part.
When I was asked to give a companion lecture in support of ‘The Philosophy of Science’ (https://shorturl.at/4pUXz) I decided not to walk through the detail of the many methodologies in order of use. Instead, I chose to employ a long standing, and ongoing, scientific development as an exemplar. And so, I chose the ever evolving story of Thermodynamics as a scientific investigation at its best.
Conducted over a period of >200 years, Thermodynamics R&D, and application, benefitted from the highest levels of professionalism, collaboration, and technical thoroughness. New layers of application, methodology, and practice were made possible by the progressive advance of technology. In turn, this has seen measurement and modelling accuracy continually improved at a micro and macro level.
Perhaps most importantly, Thermodynamics rapidly became a primary tool in the advance of applied science/engineering/technology, spanning micro-tech, to aerospace and cosmology. I can think of no better a story to illustrate the breadth of scientific methodologies and applications at their best.
Immersive Learning That Works: Research Grounding and Paths ForwardLeonel Morgado
We will metaverse into the essence of immersive learning, into its three dimensions and conceptual models. This approach encompasses elements from teaching methodologies to social involvement, through organizational concerns and technologies. Challenging the perception of learning as knowledge transfer, we introduce a 'Uses, Practices & Strategies' model operationalized by the 'Immersive Learning Brain' and ‘Immersion Cube’ frameworks. This approach offers a comprehensive guide through the intricacies of immersive educational experiences and spotlighting research frontiers, along the immersion dimensions of system, narrative, and agency. Our discourse extends to stakeholders beyond the academic sphere, addressing the interests of technologists, instructional designers, and policymakers. We span various contexts, from formal education to organizational transformation to the new horizon of an AI-pervasive society. This keynote aims to unite the iLRN community in a collaborative journey towards a future where immersive learning research and practice coalesce, paving the way for innovative educational research and practice landscapes.
Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...Travis Hills MN
Travis Hills of Minnesota developed a method to convert waste into high-value dry fertilizer, significantly enriching soil quality. By providing farmers with a valuable resource derived from waste, Travis Hills helps enhance farm profitability while promoting environmental stewardship. Travis Hills' sustainable practices lead to cost savings and increased revenue for farmers by improving resource efficiency and reducing waste.
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptxMAGOTI ERNEST
Although Artemia has been known to man for centuries, its use as a food for the culture of larval organisms apparently began only in the 1930s, when several investigators found that it made an excellent food for newly hatched fish larvae (Litvinenko et al., 2023). As aquaculture developed in the 1960s and ‘70s, the use of Artemia also became more widespread, due both to its convenience and to its nutritional value for larval organisms (Arenas-Pardo et al., 2024). The fact that Artemia dormant cysts can be stored for long periods in cans, and then used as an off-the-shelf food requiring only 24 h of incubation makes them the most convenient, least labor-intensive, live food available for aquaculture (Sorgeloos & Roubach, 2021). The nutritional value of Artemia, especially for marine organisms, is not constant, but varies both geographically and temporally. During the last decade, however, both the causes of Artemia nutritional variability and methods to improve poorquality Artemia have been identified (Loufi et al., 2024).
Brine shrimp (Artemia spp.) are used in marine aquaculture worldwide. Annually, more than 2,000 metric tons of dry cysts are used for cultivation of fish, crustacean, and shellfish larva. Brine shrimp are important to aquaculture because newly hatched brine shrimp nauplii (larvae) provide a food source for many fish fry (Mozanzadeh et al., 2021). Culture and harvesting of brine shrimp eggs represents another aspect of the aquaculture industry. Nauplii and metanauplii of Artemia, commonly known as brine shrimp, play a crucial role in aquaculture due to their nutritional value and suitability as live feed for many aquatic species, particularly in larval stages (Sorgeloos & Roubach, 2021).
EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...Sérgio Sacani
Context. With a mass exceeding several 104 M⊙ and a rich and dense population of massive stars, supermassive young star clusters
represent the most massive star-forming environment that is dominated by the feedback from massive stars and gravitational interactions
among stars.
Aims. In this paper we present the Extended Westerlund 1 and 2 Open Clusters Survey (EWOCS) project, which aims to investigate
the influence of the starburst environment on the formation of stars and planets, and on the evolution of both low and high mass stars.
The primary targets of this project are Westerlund 1 and 2, the closest supermassive star clusters to the Sun.
Methods. The project is based primarily on recent observations conducted with the Chandra and JWST observatories. Specifically,
the Chandra survey of Westerlund 1 consists of 36 new ACIS-I observations, nearly co-pointed, for a total exposure time of 1 Msec.
Additionally, we included 8 archival Chandra/ACIS-S observations. This paper presents the resulting catalog of X-ray sources within
and around Westerlund 1. Sources were detected by combining various existing methods, and photon extraction and source validation
were carried out using the ACIS-Extract software.
Results. The EWOCS X-ray catalog comprises 5963 validated sources out of the 9420 initially provided to ACIS-Extract, reaching a
photon flux threshold of approximately 2 × 10−8 photons cm−2
s
−1
. The X-ray sources exhibit a highly concentrated spatial distribution,
with 1075 sources located within the central 1 arcmin. We have successfully detected X-ray emissions from 126 out of the 166 known
massive stars of the cluster, and we have collected over 71 000 photons from the magnetar CXO J164710.20-455217.
Remote Sensing and Computational, Evolutionary, Supercomputing, and Intellige...University of Maribor
Slides from talk:
Aleš Zamuda: Remote Sensing and Computational, Evolutionary, Supercomputing, and Intelligent Systems.
11th International Conference on Electrical, Electronics and Computer Engineering (IcETRAN), Niš, 3-6 June 2024
Inter-Society Networking Panel GRSS/MTT-S/CIS Panel Session: Promoting Connection and Cooperation
https://www.etran.rs/2024/en/home-english/
The debris of the ‘last major merger’ is dynamically youngSérgio Sacani
The Milky Way’s (MW) inner stellar halo contains an [Fe/H]-rich component with highly eccentric orbits, often referred to as the
‘last major merger.’ Hypotheses for the origin of this component include Gaia-Sausage/Enceladus (GSE), where the progenitor
collided with the MW proto-disc 8–11 Gyr ago, and the Virgo Radial Merger (VRM), where the progenitor collided with the
MW disc within the last 3 Gyr. These two scenarios make different predictions about observable structure in local phase space,
because the morphology of debris depends on how long it has had to phase mix. The recently identified phase-space folds in Gaia
DR3 have positive caustic velocities, making them fundamentally different than the phase-mixed chevrons found in simulations
at late times. Roughly 20 per cent of the stars in the prograde local stellar halo are associated with the observed caustics. Based
on a simple phase-mixing model, the observed number of caustics are consistent with a merger that occurred 1–2 Gyr ago.
We also compare the observed phase-space distribution to FIRE-2 Latte simulations of GSE-like mergers, using a quantitative
measurement of phase mixing (2D causticality). The observed local phase-space distribution best matches the simulated data
1–2 Gyr after collision, and certainly not later than 3 Gyr. This is further evidence that the progenitor of the ‘last major merger’
did not collide with the MW proto-disc at early times, as is thought for the GSE, but instead collided with the MW disc within
the last few Gyr, consistent with the body of work surrounding the VRM.
The technology uses reclaimed CO₂ as the dyeing medium in a closed loop process. When pressurized, CO₂ becomes supercritical (SC-CO₂). In this state CO₂ has a very high solvent power, allowing the dye to dissolve easily.
Describing and Interpreting an Immersive Learning Case with the Immersion Cub...Leonel Morgado
Current descriptions of immersive learning cases are often difficult or impossible to compare. This is due to a myriad of different options on what details to include, which aspects are relevant, and on the descriptive approaches employed. Also, these aspects often combine very specific details with more general guidelines or indicate intents and rationales without clarifying their implementation. In this paper we provide a method to describe immersive learning cases that is structured to enable comparisons, yet flexible enough to allow researchers and practitioners to decide which aspects to include. This method leverages a taxonomy that classifies educational aspects at three levels (uses, practices, and strategies) and then utilizes two frameworks, the Immersive Learning Brain and the Immersion Cube, to enable a structured description and interpretation of immersive learning cases. The method is then demonstrated on a published immersive learning case on training for wind turbine maintenance using virtual reality. Applying the method results in a structured artifact, the Immersive Learning Case Sheet, that tags the case with its proximal uses, practices, and strategies, and refines the free text case description to ensure that matching details are included. This contribution is thus a case description method in support of future comparative research of immersive learning cases. We then discuss how the resulting description and interpretation can be leveraged to change immersion learning cases, by enriching them (considering low-effort changes or additions) or innovating (exploring more challenging avenues of transformation). The method holds significant promise to support better-grounded research in immersive learning.
Describing and Interpreting an Immersive Learning Case with the Immersion Cub...
The Neuroinformatics community in OpenAIRE Connect (Presentation by Sorina Pop at DI4R2018)
1. @openaire_eu
The Neuroinformatics
community in OpenAire Connect
Sorina Pop, Axel Bonnet, Camille Maumet, Michael Kain,
Christian Barillot, Tristan Glatard
DI4R | Lisbon| 9 - 11 October 2018
2. • Represented by members of the France Life Imaging (FLI)
collaboration
• Focus on e-infrastructure services to enable
interoperability between in-vivo image acquisition
platforms at National and international level (EGI)
• Use OpenAIRE-Connect services and promote their
adoption across neuroinformatics scientists
• Generate and share packages of research artefacts
Neuroinformatics community
4. Dashboard for Research Communities
01101010
01100001
11010010
01101010
01100001
11010010
01101010
01100001
11010010
01101010
01100001
11010010
fund
Harvest Harmonize
Deduplicate Inference
Repositories of publications, datasets, projects, methods, packages
Research Community Service
Research
Community
Operator
Researchers
01101010
01100001
11010010
• Deposit (DOI)
• Claim
• Stats: research impact & OA
• Manage users
• Configure stats
• Configure inference
fund
Crédits: OpenAire Connect
5. SHAring NeurOImaging Resources
An open source web platform for neuro-imagingDownload
stored data
Support for
processed
(derived) data
Online
Visualization of
stored data
Data de-identification
and patient privacy
Download
Processed data
Support for multi-
centric research
studies
User access
control
Support for clinical and
neuropsychological scores
Web
Portal
Collect neuroimaging data from several
sources :
• Dicom CD / DVD
• PACS (via Dicom Q& R)
• Nifti / Analyze image files
a model build on an formal
ontology to
• Enhance data integrity
• Structure the data
• Manage data provenance
• Facilitate collaborative research
• Pool resources
6. Web portal
Users
1000+ registered users in October 2018
44 publications since 2011
Neuro-image analysisCancer therapy simulation
Prostate radiotherapy plan simulated
with GATE(L. Grevillot and D. Sarrut)
Image simulation
Echocardiography simulated with
FIELD-II (O. Bernard et al)
Modeling and optimization of
distributed computing systems
Acceleration yielded by non-clairvoyant
task replication (R. Ferreira da Silva et al)
Brain tissue segmentation
with Freesurfer
Scientific applications
Infrastructure
Supported by EGI Infrastructure
Uses biomed VO (~65 sites in Europe and beyond)
230 cumulated CPU years utilized by VIP applications in 1 year
DIRAC
France-Grilles
Application as a service
File transfer to/from grid
Virtual Imaging Platform (VIP)
https://vip.creatis.insa-lyon.fr
7. • Describe, publish, integrate and
execute command-line applications
across platforms
– facilitate application porting
– import and exchange of applications
– open and reproducible science
• Versatile JSON format to describe the
command-line, inputs and outputs
• Use of Linux containers to facilitate
application installation and sharing
• https://github.com/boutiques
Boutiques
Neuroinformatics software descriptors published to
Zenodo with Boutiques
8. • Become providers/repositories from which OpenAire
Connect can harvest software (Boutiques pipelines,
Dockers, etc) and data
• Upload such products to Zenodo (and get a DOI)
• Boutiques implements “bosh publish” to Zenodo
with support for tags
• Enable interoperability and reproducibility
VIP and Shanoir CAN
9. • Gather and search for all kind of research artefacts
from the neuroinformatics community: literature,
datasets, software
• Link datasets and software to articles
• Publish artefacts automatically and directly from data
storage and computing platforms
• Enable open and reproducible science
Conclusion and perspectives