Scalable Data Mining
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Basic Service Information
| Field | Value |
|---|---|
| Service Multimedia | N/A |
| Service Name | Scalable Data Mining |
| Service Options | N/A |
| Service Provider Name | D4Science.org |
| Service Symbol | N/A |
| Service Tagline | A comprehensive and collaborative environment to perform statistical data analysis. |
| Service URL | https://bluebridge.d4science.org/explore |
| Target Users | Software Developer, IT Manager, Data Manager, Scientist, Scientific Advisory working group |
| User Base | The service is widely used by the members of the following VREs:Aquaculture Training Lab,InfraTraining,SIASPA - Strategic Investment Analysis and Scientific Planning/Alerting VRE,SustainableBlueEconomy,Alieia VRE,Aquabiotech,ARDAG_Aquaculture,Ellinika Psaria VRE,Forkys VRE,GALAXIDI,iLKNAK_Aquaculture,KIMAGRO_Fishfarming,MARKELLOS_Aquaculture,Sinay,STRATOS_AQUACULTURES,SDG-Indicator14.4.1,FrenchTropicalTunaAtlas,StockAssessment,ICCAT BFT-E,IOTC SS3,Bay of Bengale Large Marine Ecosystem Hilsa WG,CWP Secretariat,WECAFC-FIRMS,Global Record of Stocks and Fisheries (GRSF),GRSF Admin,Tuna Atlas,SDG-Indicator14.4.1,AnalyticsLab,Aquaculture Atlas Generation,Protected Area Impact Maps,SDI_Lab,Vulnerable Marine Ecosystem (VME) DB,SIASPA - Strategic Investment Analysis and Scientific Planning/Alerting VRE,SustainableBlueEconomy,Biodiversity Lab,ScalableDataMining,TabularDataLab,Aquaculture Training Lab,InfraTraining,SustainableBlueEconomy,Blue Datathon,DRuMFISH,ICES_BNetworkAnalysis,ICES_DALSA - ICES Trainign Course on Data Limited Stock Assessment,ICES_DASC - ICES Training Course on Design and Analysis od Statistically Sound Catch Sampling Programmes,ICES_FIACO - ICES Trainign Course on Principles and Methods of broadband/wideband technologies: application to Fisheries Acoustics,ICES_FIACO2017 - ICES Trainign Course on Principles and Methods of broadband/wideband technologies: application to Fisheries Acoustics,ICES_AbundanceEstimationFromAcoustic - ICES Training Course: Introduction to abundance estimation from fisheries acoustic surveys,ICES_IntroStockAssessment - ICES Training Course: Introduction to Stock Assessment,ICES_IntroToREnv - ICES Training Course Introduction to the R Environment,ICES_LogbookData - ICES Trainign Course on VMS and EU logbook data,ICES_MSE - ICES Training Course: Introduction to Management Strategy Evaluation,ICES_MSY - ICES Training course on methods for setting proxy MSY reference points,ICES OnlineOceanography,ICES_SA - ICES Training Course on Stock Assessment Advanced,ICES_TCRE - ICES Training Course in the R Environment,ICES_TCSSM - ICES Training Course on Social Science Methods for Natural Scientists,Tuna Atlas,SDG-Indicator14.4.1,TabularDataLab,StockAssessment,WECAFC-FIRMS,Aquaculture Atlas Generation,Protected Area Impact Maps,Vulnerable Marine Ecosystem (VME) DB,Global Record of Stocks and Fisheries (GRSF),GRSF Admin,Tuna Atlas,SDG-Indicator14.4.1,AnalyticsLab,Biodiversity Lab,FrenchTropicalTunaAtlas,RPrototypingLab,RStudioLab,ScalableDataMining,TabularDataLab,StockAssessment,Bionym,ICCAT BFT-E,IOTC SS3,Aquaculture Atlas Generation,Protected Area Impact Maps,SDI_Lab,Vulnerable Marine Ecosystem (VME) DB,Aquaculture Training Lab,InfraTraining,SIASPA - Strategic Investment Analysis and Scientific Planning/Alerting VRE,SustainableBlueEconomy,Blue Datathon,DRuMFISH,ICES_BNetworkAnalysis,ICES_DALSA - ICES Trainign Course on Data Limited Stock Assessment,ICES_DASC - ICES Training Course on Design and Analysis od Statistically Sound Catch Sampling Programmes,ICES_FIACO - ICES Trainign Course on Principles and Methods of broadband/wideband technologies: application to Fisheries Acoustics,ICES_FIACO2017 - ICES Trainign Course on Principles and Methods of broadband/wideband technologies: application to Fisheries Acoustics,ICES_AbundanceEstimationFromAcoustic - ICES Training Course: Introduction to abundance estimation from fisheries acoustic surveys,ICES_IntroStockAssessment - ICES Training Course: Introduction to Stock Assessment,ICES_IntroToREnv - ICES Training Course Introduction to the R Environment,ICES_LogbookData - ICES Trainign Course on VMS and EU logbook data,ICES_MSE - ICES Training Course: Introduction to Management Strategy Evaluation,ICES_MSY - ICES Training course on methods for setting proxy MSY reference points,ICES OnlineOceanography,ICES_SA - ICES Training Course on Stock Assessment Advanced,ICES_TCRE - ICES Training Course in the R Environment,ICES_TCSSM - ICES Training Course on Social Science Methods for Natural Scientists,Alieia VRE,Aquabiotech,ARDAG_Aquaculture,Ellinika Psaria VRE,Forkys VRE,GALAXIDI,iLKNAK_Aquaculture,KIMAGRO_Fishfarming,MARKELLOS_Aquaculture,Sinay,STRATOS_AQUACULTURES,Global Record of Stocks and Fisheries (GRSF),GRSF Admin |
| User Value | a. Software Developers can easily test, validate, and run algorithms developed in a large spectrum of software languages (e.g. R, Java, Python, Fortran) on a distributed infrastructure that appears to them as a single coherent system effectively hiding the different technologies and security frameworks; b. IT Managers can offer a scalable (on demand), controlled (by maximum quota of exploitable resources per user/per day), and secure environment where executing reproducible data analytical algorithms; c. Data Managers select the appropriate data analytical models among the wide spectrum of models offered with the aim of offering an easy-to-use data dashboard; d. Individual scientists have access to a wide spectrum of available data analytical models and can easily test, validate, and run algorithms developed in a large spectrum of software languages (e.g. R, Java, Python, Fortran); e. Scientific Advisory working group (user group) can configure and enrich the data dashboard with the aim of supporting the activities of a working group while hiding the complexity of a powerful, controlled, and secure e-infrastructure that can scale according to the evolving needs of the group. |
Service Classification Information
| Field | Value |
|---|---|
| Required Services | None |
| Service Category | Data |
| Service Changelog | N/A |
| Service Language | English |
| Service Last Update | April 2018 |
| Service Life Cycle Status | 5. Production |
| Service Place | Europe |
| Service Sub Category | Mining |
| Service TRL | TRL 9. actual system proven in operational environment |
| Service Valid For | Up to end of 2019. |
| Service Version | 3 |
Service Support Information
| Field | Value |
|---|---|
| Service Feedback | http://support.d4science.org |
| Service Helpdesk | http://support.d4science.org |
| Service Order | http://support.d4science.org |
| Service User Manual | https://gcube.wiki.gcube-system.org/gcube/Data_Mining_Facilities |
Service Contractual Information
| Field | Value |
|---|---|
| Service Funding | This work has received support from the BlueBRIDGE Project (European Union's Horizon 2020 research and innovation programme, Grant agreement No 675680) and is operated by the D4Science Infrastructure (D4Science.org). |
| Service Level Agreement | http://support.d4science.org |
| Service Price | Free, subscription, membership to corporate customers |
| Terms Of Use | https://bluebridge.d4science.org/terms-of-use |
Service Operations Information
Service Performance Indicator
| Field | Value |
|---|---|
| Notes | Reported performance indicators are aggregated values starting from 1st of April, 2017. For more information please refer to https://wiki.d4science.org/index.php?title=Procedure_Infrastructure_Accounting_Dashboard |
| Service Availability | 99.99% |
| Service Reliability | 99.97% |
| Service Serviceability | 100% |
| Service Users | 5109 |
Additional Info
| Field | Value |
|---|---|
| system:type | Service |
Management Info
| Field | Value |
|---|---|
| Author | Fabio Sinibaldi |
| Maintainer | D4Science.org |
| Version | 1 |
| Last Updated | 10 September 2018, 21:11 (CEST) |
| Created | 10 September 2018, 21:11 (CEST) |