the role of the reference architectures in data- oriented ... · 5/28/2020 · from digital...
TRANSCRIPT
FROM DIGITAL PLATFORM ARCHITECTURES TO
SOLUTIONS IN AGRICULTURE
Athanasios Poulakidas
INTRASOFT International
1
OPENDEI Webinar sessions – The role of the Reference Architectures in
data-oriented Digital Platforms
The role of the Reference Architectures in data-
oriented Digital Platforms
From digital platform
architectures to solutions
in agriculture
Thanasis Poulakidas
OPENDEI webinar, 28 May 2020
Examples of H2020 projects working in the field
• DataBio: focus on Big Data, looking bioeconomy beyond agriculture
• IoF2020: focus on IoT, not that much focus on platform
• AFarCloud: cloud platform for agriculture
• SmartAgriHub: larger initiative, focus on innovation hubs instead of platform
• AI4EU: larger initiative, focus on AI platform, with agriculture applications WP
• DEMETER, ATLAS: Building agricultural digital integration platforms (DT-ICT-08)
• And more!
DataBio at a glance
27+1v
2017 2018 2019
DataBio: Flows and expected outcomes
AGRICULTURE(13 pilots)
FORESTRY(8 pilots)
FISHERY(6 pilots)
Big Data Sourcesand Big Data Types
Structured and unstructured dataSpatio-temporal data
Machine generated dataImage/sensor data
Geospatial dataGenomics data
Data Management
CollectionPreparation
CurationLinkingAccess
Data Processing
BatchInteractiveStreamingReal-time
Data AnalyticsClassification
ClusteringRegression
Deep learningOptimization
Simulation
Raw material productionfor Food and Energy
Biomaterials
Responsibleproduction
Sustainability
Data Visualization and User Interaction1D, 2D, 3D + temporal
Virtual and Augmented Reality
Validation
DataBio: Combining drivers and assets
14 existing datasets
6 datasets improved
45 new datasets created 62 components used in pilots
Architecture in line with BDVA Reference Model
27 pilots, in 3 sectors x 3 thematic groups
DataBio: Platform offers resources for iterative
Sandbox development
DataBio Hub
www.databiohub.eu
Deployment
images on
Clouds
DataBio website
www.databio.eu
Sandbox
Design Build
Learn Test
• Components• Pipelines• Datasets• Pilots • Deliverables
• Models• Presentations
• Close to data• Docker repositories• Exploitation platforms
• Forestry TEP • Proba-V MEP
VTT led the effort
DataBio software components
DataBio: 25 pipelines, 7 of them generic
IoT real-time processing
generic pipeline
An instantiation
of the pipeline
DEMETER at a glance
Duration: from Sept. 2019 to Feb. 2023
DEMETER main elements
DEMETER building blocks
AIM: the DEMETER
Agriculture Information
Model, a common
semantic data model
DEMETER Reference Architecture instantiation
DEMETER deployment
DEMETER: deployment of solutions
DEMETER central cloud
DEMETEREnablerHub
DEEDEE
DEE
Pilot infrastructure
BrokerageServiceEnvironment
DEE DEEDEEDEEDEE
Pilot infrastructureDEE
DEE
Brokerage ServiceEnvironment
Reference implementation
Pilot implementation
• A BSE may support multiple applications, but multiple allowed to connect to DEH
• One DEH deployed within project, but multiple are possible if required by business
models
• Our implementation approach: provide a concrete implementation and at the same
time allow full flexibility for business development
DEMETEREnhancedEntity
