Training materials that help end-users use the generic services that are on-boarded in the NI4OS-Europe pre-production environment.

The service provides for flexible searching for data discovery. This is a powerful dataset management system that provides publishing, sharing, searching and can use almost any type of data and metadata. It provides users with ability to publish metadata about their data and to find relevant datasets based on metadata information. The service is open and multidisciplinary.

For more information about Data Discovery Service please visit the NI4OS-Europe service catalogue.

After completing the course you will:

  • Understand the benefits of the service
  • Know how to use the service.


Title: Data Discovery Service
Authors: Atanassov, Emanouil
URL to Resource: https://training.ni4os.eu/course/view.php?id=132
Resource URL Type: URL
Description: The service provides for flexible searching for data discovery. This is a powerful dataset management system that provides publishing, sharing, searching and can use almost any type of data and metadata. It provides users with ability to publish metadata about their data and to find relevant datasets based on metadata information. The service is open and multidisciplinary. For more information about Data Discovery Service please visit the NI4OS-Europe service catalogue. After completing the course you will: Understand the benefits of the service Know how to use the service.
Keywords: EOSC, generic service, data, discovery
License: https://creativecommons.org/licenses/by/4.0/
Access Rights: Open Access
Version Date(s): Sunday, 10 April 2022, 1:09 PM
Target Group (Audience): Researchers
Learning Resource Type: supporting document, assesment
Learning Outcome(s): After completing the course you will: Understand the benefits of the service, Know how to use the service.
Expertise Level: Beginner
Format: scorm
Duration: 2000
Language: en
Geographical Availability: World
Scientific Domain: Generic
Scientific Subdomain: Generic

The supercomputer Avitohol was at 331st place in the TOP 500 list of supercomputers. It is built with HP Cluster Platform SL250S GEN8 (150 servers), Intel Xeon E5-2650 v2 8C 2.6GHz CPUs (300 CPUs), non-blocking InfiniBand FDR, 300 Intel Xeon Phi 7120P co-processors. It provides 412 TFlops of performance for diverse scientific and industrial applications. Users from science and industry with substantial computational needs use it to achieve their results faster and to solve bigger problems that are beyond the reach of ordinary clusters.

For more information about Avitohol please visit the NI4OS-Europe service catalogue.

Title: Avitohol Supercomputer
Authors: Atanassov, Emanouil
URL to Resource: https://training.ni4os.eu/course/view.php?id=131
Resource URL Type: URL
Description: The supercomputer Avitohol was at 331st place in the TOP 500 list of supercomputers. It is built with HP Cluster Platform SL250S GEN8 (150 servers), Intel Xeon E5-2650 v2 8C 2.6GHz CPUs (300 CPUs), non-blocking InfiniBand FDR, 300 Intel Xeon Phi 7120P co-processors. It provides 412 TFlops of performance for diverse scientific and industrial applications. Users from science and industry with substantial computational needs use it to achieve their results faster and to solve bigger problems that are beyond the reach of ordinary clusters. For more information about Avitohol please visit the NI4OS-Europe service catalogue.
Keywords: EOSC, generic service, Avitohol, Supercomputer
License: https://creativecommons.org/licenses/by/4.0/
Access Rights: Open Access
Version Date(s): Sunday, 10 April 2022, 1:09 PM
Learning Resource Type: Other, Other
Learning Outcome(s): The supercomputer Avitohol was at 331st place in the TOP 500 list of supercomputers. It is built with HP Cluster Platform SL250S GEN8 (150 servers), Intel Xeon E5-2650 v2 8C 2.6GHz CPUs (300 CPUs), non-blocking InfiniBand FDR, 300 Intel Xeon Phi 7120P co-processors. It provides 412 TFlops of performance for diverse scientific and industrial applications. Users from science and industry with substantial computational needs use it to achieve their results faster and to solve bigger problems that are beyond the reach of ordinary clusters. For more information about Avitohol please visit the NI4OS-Europe service catalogue.
Expertise Level: All
Format: scorm
Language: en
Geographical Availability: World
Scientific Domain: Generic
Scientific Subdomain: Generic

The Avitohol Cloud service allows users to launch virtual machines on servers from the Avitohol supercomputer. It allows user groups to launch long running virtual machines with  substantial flexibility. It is used by diverse research groups with needs for both  advanced computing and data storage.

For more information about Avitohol Cloud please visit the NI4OS-Europe service catalogue.

Title: Avitohol Cloud
Authors: Atanassov, Emanouil
URL to Resource: https://training.ni4os.eu/course/view.php?id=130
Resource URL Type: URL
Description: The Avitohol Cloud service allows users to launch virtual machines on servers from the Avitohol supercomputer. It allows user groups to launch long running virtual machines with substantial flexibility. It is used by diverse research groups with needs for both advanced computing and data storage. For more information about Avitohol Cloud please visit the NI4OS-Europe service catalogue.
Keywords: EOSC, generic service, Avitohol, Cloud, IaaS
License: https://creativecommons.org/licenses/by/4.0/
Access Rights: Open Access
Version Date(s): Sunday, 10 April 2022, 1:09 PM
Learning Resource Type: Other, Other
Learning Outcome(s): The Avitohol Cloud service allows users to launch virtual machines on servers from the Avitohol supercomputer. It allows user groups to launch long running virtual machines with substantial flexibility. It is used by diverse research groups with needs for both advanced computing and data storage. For more information about Avitohol Cloud please visit the NI4OS-Europe service catalogue.
Expertise Level: All
Format: scorm
Language: en
Geographical Availability: World
Scientific Domain: Generic
Scientific Subdomain: Generic

The Simple Storage Service (SSS) is a secure data storage service provided to researchers for storing and sharing research data as well as keeping it synchronized across different devices. SSS is functionally similar to Dropbox, Office 365, or Google Drive. Files are stored in conventional directory structures, accessible via WebDAV. User files are encrypted during transit and can be synchronized with local clients running Windows, macOS, or various Linux distributions. The service is based on the NextCloud platform.

For more information about SSS please visit the NI4OS-Europe service catalogue and the EOSC Catalogue & Marketplace.

After completing this couse you will:

  • be able to understand the functions of the service
  • know how to access the service
  • be able to manage documents in the Simple Storage Service
  • know how to use the service for the collaborative work on documents.


Title: Simple storage service - Research data storing and sharing
Authors: Trajkovic, Djordje
URL to Resource: https://training.ni4os.eu/course/view.php?id=123
Resource URL Type: URL
Description: The Simple Storage Service (SSS) is a secure data storage service provided to researchers for storing and sharing research data as well as keeping it synchronized across different devices. SSS is functionally similar to Dropbox, Office 365, or Google Drive. Files are stored in conventional directory structures, accessible via WebDAV. User files are encrypted during transit and can be synchronized with local clients running Windows, macOS, or various Linux distributions. The service is based on the NextCloud platform. For more information about SSS please visit the NI4OS-Europe service catalogue and the EOSC Catalogue & Marketplace. After completing this couse you will: be able to understand the functions of the service know how to access the service be able to manage documents in the Simple Storage Service know how to use the service for the collaborative work on documents.
Keywords: EOSC, generic services, storage, storage, versioning, collaborative work, document management
License: https://creativecommons.org/licenses/by/4.0/
Access Rights: Open Access
Version Date(s): Sunday, 10 April 2022, 1:09 PM
Target Group (Audience): Researchers, Research projects, Research groups
Learning Resource Type: Other, assessment
Learning Outcome(s): After completing this course you will: be able to understand the functions of the service know how to access the service be able to manage documents in the Simple Storage Service know how to use the service for the collaborative work on documents.
Expertise Level: Beginner
Format: scorm
Duration: 2000
Language: en
Geographical Availability: World
Scientific Domain: Generic
Scientific Subdomain: Generic

Data analysis service or PARADOX Hadoop cluster consists of a single name node that runs the YARN resource manager, and three additional data nodes. The name node is hosted on a machine with 4-core Intel Xeon E3-1220v3 CPU running at 3.1 GHz, with 4 GB of RAM, and 500 GB of local hard disk storage. Each of the data nodes, which perform the computation and storage, are hosted on machines with 24-core Intel Xeon E5-2620 CPUs at 2.4 GHz, with 64 GB of RAM and 2 TB of storage. In total, the cluster provides access to 60 CPU cores, 180 GB of RAM and 5.3 TB of storage in HDFS.

In the analysis of very large datasets, the movement of data can present a far more severe bottleneck than the actual computation. Therefore, the PARADOX Hadoop cluster is designed to overlap computation and data storage operations, i.e., to enable performing of computation on the same machine(s) that store the corresponding data.

For more information about PARADOX Hadoop please visit the NI4OS-Europe service catalogue.

Title: Hadoop-based data analysis service
Authors: Trajkovic, Djordje
URL to Resource: https://training.ni4os.eu/course/view.php?id=122
Resource URL Type: URL
Description: Data analysis service or PARADOX Hadoop cluster consists of a single name node that runs the YARN resource manager, and three additional data nodes. The name node is hosted on a machine with 4-core Intel Xeon E3-1220v3 CPU running at 3.1 GHz, with 4 GB of RAM, and 500 GB of local hard disk storage. Each of the data nodes, which perform the computation and storage, are hosted on machines with 24-core Intel Xeon E5-2620 CPUs at 2.4 GHz, with 64 GB of RAM and 2 TB of storage. In total, the cluster provides access to 60 CPU cores, 180 GB of RAM and 5.3 TB of storage in HDFS. In the analysis of very large datasets, the movement of data can present a far more severe bottleneck than the actual computation. Therefore, the PARADOX Hadoop cluster is designed to overlap computation and data storage operations, i.e., to enable performing of computation on the same machine(s) that store the corresponding data. For more information about PARADOX Hadoop please visit the NI4OS-Europe service catalogue.
Keywords: EOSC, generic service, Paradox, Hadoop
License: https://creativecommons.org/licenses/by/4.0/
Access Rights: Open Access
Version Date(s): Sunday, 10 April 2022, 1:09 PM
Learning Resource Type: Other, Other
Learning Outcome(s): Data analysis service or PARADOX Hadoop cluster consists of a single name node that runs the YARN resource manager, and three additional data nodes. The name node is hosted on a machine with 4-core Intel Xeon E3-1220v3 CPU running at 3.1 GHz, with 4 GB of RAM, and 500 GB of local hard disk storage. Each of the data nodes, which perform the computation and storage, are hosted on machines with 24-core Intel Xeon E5-2620 CPUs at 2.4 GHz, with 64 GB of RAM and 2 TB of storage. In total, the cluster provides access to 60 CPU cores, 180 GB of RAM and 5.3 TB of storage in HDFS. In the analysis of very large datasets, the movement of data can present a far more severe bottleneck than the actual computation. Therefore, the PARADOX Hadoop cluster is designed to overlap computation and data storage operations, i.e., to enable performing of computation on the same machine(s) that store the corresponding data. For more information about PARADOX Hadoop please visit the NI4OS-Europe service catalogue.
Expertise Level: All
Format: scorm
Language: en
Geographical Availability: World
Scientific Domain: Generic
Scientific Subdomain: Generic

PARADOX-IV cluster represents the fourth major upgrade of the PARADOX cluster and became operational during September 2013. The cluster consists of 106 working nodes and 3 service nodes. Working nodes (HP ProLiant SL250s Gen8, 2U height) are configured with two Intel Xeon E5-2670 8-core Sandy Bridge processors, at a frequency of 2.6 GHz and 32 GB of RAM (2 GB per CPU-core). The total number of new processor-cores in the cluster is 1696. Each working node contains an additional GP-GPU card (NVIDIA Tesla M2090) with 6 GB of RAM. With a total of 106 NVIDIA Tesla M2090 graphics cards, PARADOX is a premier computer resource in the wider region, which provides access to a large production GPU cluster and new technology. The peak computing power of PARADOX is 105 TFlops. 

For more information about PARADOX-IV please visit the NI4OS-Europe service catalogue and the EOSC Catalogue & Marketplace.

After completing the course, you will:

  • have the basic understanding of high performance computing services in general,
  • know the main characteristics of the service,
  • know how to access the service,
  • be familiar with the main modules and functions of the service.
Title: PARADOX-IV - Serbian supercomputing cluster.
Authors: Trajkovic, Djordje
URL to Resource: https://training.ni4os.eu/course/view.php?id=121
Resource URL Type: URL
Description: PARADOX-IV cluster represents the fourth major upgrade of the PARADOX cluster and became operational during September 2013. The cluster consists of 106 working nodes and 3 service nodes. Working nodes (HP ProLiant SL250s Gen8, 2U height) are configured with two Intel Xeon E5-2670 8-core Sandy Bridge processors, at a frequency of 2.6 GHz and 32 GB of RAM (2 GB per CPU-core). The total number of new processor-cores in the cluster is 1696. Each working node contains an additional GP-GPU card (NVIDIA Tesla M2090) with 6 GB of RAM. With a total of 106 NVIDIA Tesla M2090 graphics cards, PARADOX is a premier computer resource in the wider region, which provides access to a large production GPU cluster and new technology. The peak computing power of PARADOX is 105 TFlops. For more information about PARADOX-IV please visit the NI4OS-Europe service catalogue.
Keywords: EOSC, generic services, HPC, Paradox
License: https://creativecommons.org/licenses/by/4.0/
Access Rights: Open Access
Version Date(s): Sunday, 10 April 2022, 1:09 PM
Target Group (Audience): REsearchers, Students, Innovators, Research communities, Research groups
Learning Resource Type: Other, assessment
Learning Outcome(s): After completing the course, you will: have the basic understanding of high performance computing services in general, know the main characteristics of the service, know how to access the service, be familiar with the main modules and functions of the service.
Expertise Level: All
Format: scorm
Duration: 2400
Language: en
Geographical Availability: World
Scientific Domain: Generic
Scientific Subdomain: Generic

RePol – Repository Policy Generator is an open-source web application that guides users through the process of defining policies for repositories and web-based services. It helps in defining and maintaining comprehensive and clear repository and privacy policies. Generated privacy policies are suitable for any kind of service. RePol uses a step-by-step wizard and self-explanatory forms to guide users through the process. By choosing options in a form, users shape a policy document with predefined policy clauses formulated in line with the current best practice. The resulting policy document may be downloaded as an XML file, additionally customized, and integrated into the service or repository. The collected data and the key elements of the generated policy are provided in a machine-readable format. This allows for an automated interpretation of created policies and extraction of repository-level metadata for inclusion in registries, catalogues and various operational and data discovery tools. The resulting policy document may be downloaded, additionally edited, and integrated into a repository.

After completing this course you will:

  • understand the benefits of the service,
  • be familiar with the main workflows,
  • be able to generate a policy,
  • be able to update an existing policy.
Title: RePol - Repository Policy Generator
Authors: Sevkusic, Milica, Marovic, Branko
URL to Resource: https://training.ni4os.eu/course/view.php?id=108
Resource URL Type: URL
Description: RePol – Repository Policy Generator is an open-source web application that guides users through the process of defining policies for repositories and web-based services. It helps in defining and maintaining comprehensive and clear repository and privacy policies. Generated privacy policies are suitable for any kind of service. RePol uses a step-by-step wizard and self-explanatory forms to guide users through the process. By choosing options in a form, users shape a policy document with predefined policy clauses formulated in line with the current best practice. The resulting policy document may be downloaded as an XML file, additionally customized, and integrated into the service or repository. The collected data and the key elements of the generated policy are provided in a machine-readable format. This allows for an automated interpretation of created policies and extraction of repository-level metadata for inclusion in registries, catalogues and various operational and data discovery tools. The resulting policy document may be downloaded, additionally edited, and integrated into a repository.
Keywords: open access policies, open repositories, policy makers, repository managers, EOSC
License: https://creativecommons.org/licenses/by/4.0/
Access Rights: Open Access
Version Date(s): Thursday, 10 March 2022, 5:50 PM
Target Group (Audience): Providers, Research organisations, Other
Learning Resource Type: other, assessment
Learning Outcome(s): After completing this course you will: understand the benefits of the service, be familiar with the main workflows, be able to generate a policy, be able to update an existing policy.
Expertise Level: Beginner
Format: scorm
Duration: 3000
Language: en
Geographical Availability: World
Scientific Domain: Generic
Scientific Subdomain: Generic

Data archiving is the practice of moving data that is no longer being used or are being used on a less frequent fashion into a separate storage device.  It is a single set or a collection of historical records specifically selected for long term retention and future reference. The Archival service is based on the tape-based tertiary storage of the ARIS HPC system.

For more information please visit the NI4OS-Europe catalogue.

Title: GRNET HPC Archival Service
Authors: GRNET's HPC Team
URL to Resource: https://training.ni4os.eu/course/view.php?id=104
Resource URL Type: URL
Description: Data archiving is the practice of moving data that is no longer being used or are being used on a less frequent fashion into a separate storage device. It is a single set or a collection of historical records specifically selected for long term retention and future reference. The Archival service is based on the tape-based tertiary storage of the ARIS HPC system. For more information please visit the NI4OS-Europe catalogue.
Keywords: EOSC, generic, HPC, Archive
License: https://creativecommons.org/licenses/by/4.0/
Access Rights: Open Access
Version Date(s): Monday, 7 March 2022, 12:24 PM
Learning Resource Type: Other, Other
Learning Outcome(s): Data archiving is the practice of moving data that is no longer being used or are being used on a less frequent fashion into a separate storage device. It is a single set or a collection of historical records specifically selected for long term retention and future reference. The Archival service is based on the tape-based tertiary storage of the ARIS HPC system. For more information please visit the NI4OS-Europe catalogue.
Expertise Level: All
Format: scorm
Language: en
Geographical Availability: World
Scientific Domain: Generic
Scientific Subdomain: Generic

NI4OS-Europe has developed RoLECT tool in order to assist prospective resource providers in verifying adherence to the RoP during the onboarding process of resources to the EOSC ecosystem focusing on the Legal and Ethics Requirements.

After completing this course you will be able to:

  • Understand the benefits of the service,
  • Know how to use the service,
  • Perform the most common tasks using the service.
Title: RoLECT
Authors: Sifakaki, Electra
URL to Resource: https://training.ni4os.eu/course/view.php?id=102
Resource URL Type: URL
Description: NI4OS-Europe has developed RoLECT tool in order to assist prospective resource providers in verifying adherence to the RoP during the onboarding process of resources to the EOSC ecosystem focusing on the Legal and Ethics Requirements.
Keywords: legal issues, ethics, rules of participation, EOSC, legal compliance
License: https://creativecommons.org/licenses/by/4.0/
Access Rights: Open Access
Version Date(s): Tuesday, 1 March 2022, 11:47 AM
Target Group (Audience): Providers
Learning Resource Type: other, assessment
Learning Outcome(s): After completing this course you will be able to: Understand the benefits of the service, Know how to use the service, Perform the most common tasks using the service.
Expertise Level: Beginner
Format: scorm
Duration: 2400
Language: en
Geographical Availability: World
Scientific Domain: Generic
Scientific Subdomain: Generic

Self-paced course that introduces you to the GRNET High Performance Computing Services - ARIS.

For more details on the service please visit the NI4OS-Europe service catalogue and the EOSC Catalogue & Marketplace.

After completing the course, you will:

  • have the basic understanding of high performance computing services in general,
  • know the main characteristics of the service,
  • be familiar with the main modules and functions of the service.
Title: GRNET High Performance Computing Services
Authors: GRNET's HPC Team
URL to Resource: https://training.ni4os.eu/course/view.php?id=100
Resource URL Type: URL
Description: Self-paced course that introduces you to the GRNET High Performance Computing Services - ARIS. For more details on the service please visit the NI4OS-Europe service catalogue and the EOSC Catalogue & Marketplace. After completing the course, you will: have the basic understanding of high performance computing services in general, know the main characteristics of the service, be familiar with the main modules and functions of the service.
Keywords: generic service, HPC, ARIS, GRnet
License: https://creativecommons.org/licenses/by/4.0/
Access Rights: Open Access
Version Date(s): Thursday, 27 January 2022, 2:57 PM
Target Group (Audience): Students, Research infrastructure managers, Researchers, Research projects, Research groups
Learning Resource Type: Other, assessment
Learning Outcome(s): After completing the course, you will: have the basic understanding of high performance computing services in general, know the main characteristics of the service, be familiar with the main modules and functions of the service.
Expertise Level: Beginner
Format: scorm
Duration: 4000
Language: en
Geographical Availability: World
Scientific Domain: Generic
Scientific Subdomain: Generic

A self-paced course that introduces the LCT, a license clearance tool for research outputs re-use. 
LCT provides a guided approach for establishing the proper open-source licence required for the creation of a new (or synthetic) dataset, media, software, or for the re-use of existing unlicensed content.

After completing this course, you will:
  • be able to explain the benefits of the service,
  • be familiar with the common workflows,
  • know how to use the service.

Title: License Clearance Tool
Authors: Kanavou, Kalliopi
URL to Resource: https://training.ni4os.eu/course/view.php?id=96
Resource URL Type: URL
Description: A self-paced course that introduces the LCT, a license clearance tool for research outputs re-use. LCT provides a guided approach for establishing the proper open-source licence required for the creation of a new (or synthetic) dataset, media, software, or for the re-use of existing unlicensed content.
Keywords: data management plan, licences, open data use and reuse, open source, LCT
License: https://creativecommons.org/licenses/by/4.0/
Access Rights: Open Access
Version Date(s): Friday, 28 January 2022, 7:40 PM
Target Group (Audience): Researchers, Research groups
Learning Resource Type: Other, assessment
Learning Outcome(s): After completing this course, you will: be able to explain the benefits of the service, be familiar with the common workflows, know how to use the service.
Expertise Level: Beginner
Format: scorm
Duration: 4000
Language: en
Geographical Availability: World
Scientific Domain: Generic
Scientific Subdomain: Generic

Training for the use of FINKI Cloud - an OpenStack based IaaS service

After completing this course you will:

  • understand the benefits of the FINKI could,
  • know how to manage virtual machines in the FINKI cloud,
  • have the basic knowledge about network security.


Title: FINKI Cloud
Authors: KJorveziroski, Vojdan
URL to Resource: https://training.ni4os.eu/course/view.php?id=85
Resource URL Type: URL
Description: Training for the use of FINKI Cloud - an OpenStack based IaaS service
Keywords: EOSC, generic services, FINKI, Cloud, IaaS, OpenStack, VM
License: https://creativecommons.org/licenses/by/4.0/
Access Rights: Open Access
Version Date(s): Tuesday, 23 November 2021, 11:44 AM
Target Group (Audience): Research groups, Students, Research projects, Researchers, Research communities
Learning Resource Type: other, assessment
Learning Outcome(s): After completing this course you will: understand the benefits of the FINKI could, know how to manage virtual machines in the FINKI cloud, have the basic knowledge about network security.
Expertise Level: Beginner
Format: scorm
Duration: 3000
Language: en
Geographical Availability: World
Scientific Domain: Generic
Scientific Subdomain: Generic