the role of the reference architectures in data- oriented ... · 5/28/2020  · from digital...

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

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Thank you for your

attention

Athanasios (Thanasis) PoulakidasAthanasios.Poulakidas@intrasoft-intl.com