The document discusses the Big Data Europe project, which aims to address societal challenges through integrating big data, software, and communities. It outlines 7 societal challenge pilots focusing on domains like health, agriculture, energy, transport, climate, social sciences, and security. Each pilot instantiates the Big Data Europe architecture to address a specific problem, such as replicating an open pharmaceutical data platform, monitoring energy production units, analyzing climate simulation data, and detecting man-made changes from remote sensing images. The document also provides details on the Big Data Europe platform components and compares it to other Hadoop distributions.
BDE-SC1 Webinar: OpenPHACTS Re-engineered with Big Data EuropeBigData_Europe
Watch this webinar on YouTube: https://youtu.be/MwG0yhrctDs
Slides for the latest update on our Big Data Europe pilot in Societal Challenge 1: Health, Demographic Change and Wellbeing.
Last year we successfully completed the first phase of this pilot, replicating the functionality of the Open PHACTS Discovery Platform on the BDE infrastructure. The Open PHACTS Discovery Platform brings together pharmacological data resources in an integrated, interoperable infrastructure, and has been developed to reduce barriers to drug discovery for industry, academia, and small businesses.
Learn more about the progress we’ve made, and what’s coming next.
1. General overview of the Big Data Europe project and Societal Challenges it addresses (Ronald Siebes, VU Amsterdam)
2. The Big Data Europe infrastructure, generic components that are being developed, and their flexibility for different applications (Hajira Jabeen, University of Bonn)
3. Latest details of the current state of the Open PHACTS architecture in BDE, and ongoing work (Nick Lynch, CTO, Open PHACTS Foundation)
Big Data Europe at eHealth Week 2017: Linking Big Data in HealthBigData_Europe
Of the four V's of big data – Volume, Velocity, Variety and Veracity – the most challenging for the health sector is Variety. Health data comes from many sources, formats and standards – how can we bring these together to reap the benefits of big data technologies?
Big Data Europe is tackling this challenge head-on, building a big data infrastructure flexible enough to tackle all seven Societal Challenges identified by Horizon 2020. Here we demonstrate our pilot implementation of Open PHACTS, which integrates life science data for drug discovery.
12 May 2017
BDE-SC1 Webinar: OpenPHACTS Re-engineered with Big Data EuropeBigData_Europe
Watch this webinar on YouTube: https://youtu.be/MwG0yhrctDs
Slides for the latest update on our Big Data Europe pilot in Societal Challenge 1: Health, Demographic Change and Wellbeing.
Last year we successfully completed the first phase of this pilot, replicating the functionality of the Open PHACTS Discovery Platform on the BDE infrastructure. The Open PHACTS Discovery Platform brings together pharmacological data resources in an integrated, interoperable infrastructure, and has been developed to reduce barriers to drug discovery for industry, academia, and small businesses.
Learn more about the progress we’ve made, and what’s coming next.
1. General overview of the Big Data Europe project and Societal Challenges it addresses (Ronald Siebes, VU Amsterdam)
2. The Big Data Europe infrastructure, generic components that are being developed, and their flexibility for different applications (Hajira Jabeen, University of Bonn)
3. Latest details of the current state of the Open PHACTS architecture in BDE, and ongoing work (Nick Lynch, CTO, Open PHACTS Foundation)
Big Data Europe at eHealth Week 2017: Linking Big Data in HealthBigData_Europe
Of the four V's of big data – Volume, Velocity, Variety and Veracity – the most challenging for the health sector is Variety. Health data comes from many sources, formats and standards – how can we bring these together to reap the benefits of big data technologies?
Big Data Europe is tackling this challenge head-on, building a big data infrastructure flexible enough to tackle all seven Societal Challenges identified by Horizon 2020. Here we demonstrate our pilot implementation of Open PHACTS, which integrates life science data for drug discovery.
12 May 2017
BDE-BDVA Webinar: BigDataEurope Overview & Synergies with BDVABigData_Europe
Short outline of the project's mission and current status & summary of the identified synergies between BDVA and the project, included those at a technical level.
Big Data Europe is a EU funded Horizon2020 project and will undertake the foundational work for enabling European companies to build innovative multilingual products and services based on semantically interoperable, large-scale, multi-lingual data assets and knowledge, available under a variety of licenses and business models.
The Open PHACTS Discovery Platform is bringing together pharmacological data resources in an integrated, interoperable infrastructure, and has been developed to reduce barriers to drug discovery in industry, academia and for small businesses.
The first round of pilots for the Big Data Europe project is about to enter the evaluation phase. This also holds for the Societal Challenge 1: Health. For this challenge the Open PHACTS foundation, Manchester University and the VU Amsterdam are working on the Open PHACTS docker and its integration with the Big Data Europe infrastructure.
This presentation will give you:
- a general overview of the infrastructure and the status of the generic components that are being developed
- an outline of the Societal Challenge and the rationale for the pilot
a look into the future pilot options
The intended audience are people acquainted with basic development tools like Docker and GitHub with an interest in Big Data and Drug Discovery.
BDE-BDVA Webinar: BigDataEurope Overview & Synergies with BDVABigData_Europe
Short outline of the project's mission and current status & summary of the identified synergies between BDVA and the project, included those at a technical level.
Big Data Europe is a EU funded Horizon2020 project and will undertake the foundational work for enabling European companies to build innovative multilingual products and services based on semantically interoperable, large-scale, multi-lingual data assets and knowledge, available under a variety of licenses and business models.
The Open PHACTS Discovery Platform is bringing together pharmacological data resources in an integrated, interoperable infrastructure, and has been developed to reduce barriers to drug discovery in industry, academia and for small businesses.
The first round of pilots for the Big Data Europe project is about to enter the evaluation phase. This also holds for the Societal Challenge 1: Health. For this challenge the Open PHACTS foundation, Manchester University and the VU Amsterdam are working on the Open PHACTS docker and its integration with the Big Data Europe infrastructure.
This presentation will give you:
- a general overview of the infrastructure and the status of the generic components that are being developed
- an outline of the Societal Challenge and the rationale for the pilot
a look into the future pilot options
The intended audience are people acquainted with basic development tools like Docker and GitHub with an interest in Big Data and Drug Discovery.
SC2 Workshop 1: Big Data Europe (BDE) - Project Overview & Food WorkshopBigData_Europe
“Lightning talk” in the Big Data Europe (BDE) workshop on “Big data for food, agriculture and forestry: opportunities and challenges” taking place on 22.9.2015 in Paris by Sören Auer (Fraunhofer IAIS, University of Bonn) - BDE project lead.
Project Description of the Linked Open Data (LOD) PILOT Austria - presented at the PiLOD event at VU Amsterdam (Netherlands) on 29.01. 2014 (see: http://www.pilod.nl/) by Martin Kaltenböck of Semantic Web Company.
SC6 Workshop 1: What can big data do for you? BigData_Europe
Presentation by Sören Auer, Fraunhofer IAIS, Coordinator of Big Data Europe, at the first workshop of Societal Challlenge 6 in the BigDataEurope project, taking place in Luxembourg on 18 November 2015.
http://www.big-data-europe.eu/social-sciences/
BigDataEurope: Project Introduction @ Year #1 WorkshopsBigData_Europe
An overview of the BDE project's objective, as presented in the introduction (with some variations) in each of the 1st Year series of workshops (seven: one per societal challenge).
Workshop #1 Year Schedule available at: http://www.big-data-europe.eu/first-round-of-bigdataeurope-workshops-announced/
SC4 Hangout 1: BDE-Transport Webinar Simon ScerriBigData_Europe
BigDataEurope organized its first webinar on the 21st September 10h00-11h00 (CET) to introduce the BigDataEurope project, in particular the domain of Smart, Green, and Integrated Transport.
The presentation was created and presented by Simon Scerri from the University of Bonn.
Presentation given by Nikolay Tcholtev, Fraunhofer Fokus, at Open & Agile Smart Cities' annual Connected Smart Cities & Communities Conference 2020 on 23 January in Brussels, Belgium.
BDE Webinar: SC6 - EUROPE IN A CHANGING WORLD -INCLUSIVE, INNOVATIVE AND REFL...BigData_Europe
BIG DATA EUROPE WEBINAR: SC6 - EUROPE IN A CHANGING WORLD -INCLUSIVE, INNOVATIVE AND REFLECTIVE SOCIETIES: NEW GENERAL DATA PROTECTION REGULATION ADOPTED. 25.05.2016, 15.00PM CEST –16.00PM CEST by VIGDIS KVALHEIM (CESSDA, DEPUTY DIRECTOR, NSD).
Big Data Europe Introduction Ivana IlijasicVersic (CESSDA) and Martin Kaltenböck (SWC).
An overview of the ICARUS project provided during the European Big Data Value Forum, Parallel Session 1.3 “Transforming Transport”, on November 12th, 2018, in Vienna.
Similar to SC4 Workshop 2: Soren Auer BDE project Overview (20)
Big Data Europe SC6 WS #3: PILOT SC6: CITIZEN BUDGET ON MUNICIPAL LEVEL, Mart...BigData_Europe
Presentation at the Big Data Europe SC6 workshop #3 on 11.9.2017 in Amsterdam co-located with SEMANTiCS2017 conference: BDE PIlot Societal Challenge 6: CITIZEN BUDGET ON MUNICIPAL LEVEL by Martin Kaltenboeck (Semantic Web Company, SWC).
Big Data Europe SC6 WS #3: Big Data Europe Platform: Apps, challenges, goals ...BigData_Europe
Talk at the Big Data Europe SC6 workshop number 3 taking place on 11.9.2017 in Amsterdam co-located with SEMANTiCS2017 conference: The Big Data Europe Platform: Apps, challenges, goals by Aad Versteden, TenForce.
Big Data Europe SC6 WS 3: Where we are and are going for Big Data in OpenScie...BigData_Europe
Where we are and are going for Big Data in OpenScience
Keynote talk at the Big Data Europe SC6 Workshop on 11.9.2017 in Amsterdam co-located with SEMANTiCS2017: The perspective of European official statistics by Fernando Reis, Task-Force Big Data, European Commission (Eurostat).
Big Data Europe SC6 WS 3: Ron Dekker, Director CESSDA European Open Science A...BigData_Europe
Slides for keynote talk at the Big Data Europe workshop nr 3 on 11.9.2017 in Amsterdam co-located with SEMANTiCS2017 conference by Ron Dekker, Director CESSDA: European Open Science Agenda: where we are and where we are going?
Big Data Europe: SC6 Workshop 3: The European Research Data Landscape: Opport...BigData_Europe
Slides of the keynote at the 3rd Big Data Europe SC6 Workshop co-located at SEMANTiCS2018 in Amsterdam (NL) on: The European Research Data Landscape: Opportunities for CESSDA by Peter Doorn, Director DANS, Chair, Science Europe W.G. on Research Data. Chair, CESSDA ERIC General Assembly
BDE SC3.3 Workshop - Options for Wind Farm performance assessment and Power f...BigData_Europe
Options for Wind Farm performance assessment and Power forecasting (Mr. A. Kyritsis, ALTSOL/TERNA) at the BigDataEurope Workshop, Amsterdam, Novermber 2017.
Big Data Europe: Workshop 3 SC6 Social Science: THE IMPORTANCE OF METADATA & ...BigData_Europe
Big Data Europe: Workshop 3 SC6 Social Science - 11.09.2017 in Amsterdam, co-located with SEMANTiCS2017 titled: THE IMPORTANCE OF METADATA & BIG DATA IN OPEN SCIENCE. Slides by Ivana Versic (Cessda) and Martin Kaltenböck (SWC)
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Welocme to ViralQR, your best QR code generator.ViralQR
Welcome to ViralQR, your best QR code generator available on the market!
At ViralQR, we design static and dynamic QR codes. Our mission is to make business operations easier and customer engagement more powerful through the use of QR technology. Be it a small-scale business or a huge enterprise, our easy-to-use platform provides multiple choices that can be tailored according to your company's branding and marketing strategies.
Our Vision
We are here to make the process of creating QR codes easy and smooth, thus enhancing customer interaction and making business more fluid. We very strongly believe in the ability of QR codes to change the world for businesses in their interaction with customers and are set on making that technology accessible and usable far and wide.
Our Achievements
Ever since its inception, we have successfully served many clients by offering QR codes in their marketing, service delivery, and collection of feedback across various industries. Our platform has been recognized for its ease of use and amazing features, which helped a business to make QR codes.
Our Services
At ViralQR, here is a comprehensive suite of services that caters to your very needs:
Static QR Codes: Create free static QR codes. These QR codes are able to store significant information such as URLs, vCards, plain text, emails and SMS, Wi-Fi credentials, and Bitcoin addresses.
Dynamic QR codes: These also have all the advanced features but are subscription-based. They can directly link to PDF files, images, micro-landing pages, social accounts, review forms, business pages, and applications. In addition, they can be branded with CTAs, frames, patterns, colors, and logos to enhance your branding.
Pricing and Packages
Additionally, there is a 14-day free offer to ViralQR, which is an exceptional opportunity for new users to take a feel of this platform. One can easily subscribe from there and experience the full dynamic of using QR codes. The subscription plans are not only meant for business; they are priced very flexibly so that literally every business could afford to benefit from our service.
Why choose us?
ViralQR will provide services for marketing, advertising, catering, retail, and the like. The QR codes can be posted on fliers, packaging, merchandise, and banners, as well as to substitute for cash and cards in a restaurant or coffee shop. With QR codes integrated into your business, improve customer engagement and streamline operations.
Comprehensive Analytics
Subscribers of ViralQR receive detailed analytics and tracking tools in light of having a view of the core values of QR code performance. Our analytics dashboard shows aggregate views and unique views, as well as detailed information about each impression, including time, device, browser, and estimated location by city and country.
So, thank you for choosing ViralQR; we have an offer of nothing but the best in terms of QR code services to meet business diversity!
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdfPeter Spielvogel
Building better applications for business users with SAP Fiori.
• What is SAP Fiori and why it matters to you
• How a better user experience drives measurable business benefits
• How to get started with SAP Fiori today
• How SAP Fiori elements accelerates application development
• How SAP Build Code includes SAP Fiori tools and other generative artificial intelligence capabilities
• How SAP Fiori paves the way for using AI in SAP apps
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdf
SC4 Workshop 2: Soren Auer BDE project Overview
1. BIG DATA EUROPE
H2020 CSA (2015-17)
22.9.2016
Integrating Big Data, Software & Communities for Addressing
Europe’s Societal ChallengesSC4 Workshop
2. Big Data in Marketing
10-oct.-16www.big-data-europe.eu
3. Big Data in Intelligence
10-oct.-16www.big-data-europe.eu
4. Big Data Europe (CSA: 2015-17)
Show societal value of Big Data: 7 Domains
Lower barrier for using big data technologies
o Required effort and resources
o Limited data science skills
Help establishing cross-
lingual/organizational/domain Data Value
Chains 10-oct.-16
11. BDE SANSA Stack
Distributed Machine
Learning (ML) algorithms
that work out of the box on
RDF data and make use of
its structure / semantics
Examples:
o Tensor Factorization for e.g.
KB completion
o Spatiotemporal analytics
o Anomaly prediction
o Clustering
o Association rules
o Decision trees
10-oct.-16www.big-data-europe.eu
13. BDE vs Hadoop distributions
Hortonworks Cloudera MapR Bigtop BDE
File System HDFS HDFS NFS HDFS HDFS
Installation Native Native Native Native lightweight
virtualization
Plug & play components
(no rigid schema)
no no no no yes
High Availability Single failure
recovery (yarn)
Single failure
recovery (yarn)
Self healing,
mult. failure rec.
Single failure
recovery (yarn)
Multiple Failure
recovery
Cost Commercial Commercial Commercial Free Free
Scaling Freemium Freemium Freemium Free Free
Addition of custom
components
Not easy No No No Yes
Integration testing yes yes yes yes --
Operating systems Linux Linux Linux Linux All
Management tool Ambari Cloudera
manager
MapR Control
system
- Docker swarm
UI+ Custom
10-oct.-16www.big-data-europe.eu
15. Pilots: Overview
SC1: Health & Pharm.
SC2: Food & Agr.
SC3: Energy
SC4: Transport
10-oct.-16www.big-data-europe.eu
SC5: Climate
SC6: Social
Sciences
SC7: Security
16. SC1: Life Sciences & Health
10-oct.-16www.big-data-europe.eu
SC1: Life Sciences & Health
17. SC1: Life Sciences & Health
10-oct.-16www.big-data-europe.eu
Big Data Focus area:
Large-scale heterogeneous
pharma-research data
linking & integration
Selected Key Data assets:
ACD Labs / ChemSpider,
ChEBI, ChEMBL,
ConceptWiki, DrugBank,
ENZYME, Gene Ontology, GO
Annotation, SwissProt,
WikiPathways
18. SC1: Life Sciences & Health
10-oct.-16www.big-data-europe.eu
Pilot 1: Replicate Open PHACTS
functionality on the BDE
infrastructure using Open Source
solutions
Reasons:
• Deployment possible in-house
• Apply to other domains (e.g.
Agriculture)
• Using extra BDE functionalities
(e.g. logging, analysis)
20. SC2: Food & Agriculture
10-oct.-16www.big-data-europe.eu
AGINFRA
Big Data Focus area:
Large-scale distributed
agricultural data
integration
Selected Key Data
assets: INFOODS,
AQUASTAT Green
Learning Network (GLN),
Agricultural Bibliography
Network (ABN), AgroVoc,
AquaMaps, Fishbase
21. SC2: Food & Agriculture
10-oct.-16www.big-data-europe.eu
Pilot focus area:
Viticulture
(from the Latin word for vine)
is the science, production,
and study of grapes.
It deals with the series of
events that occur in the vineyard.
23. SC3: Energy
10-oct.-16www.big-data-europe.eu
Pilot focus area:
System monitoring in
energy production
units.
Big Data Focus area: Real-time turbine
monitoring stream processing and analytics
Selected Key Data assets: European Energy
Exchange Data, smart meter sensor data,
gas/fuels market/price data, consumption statistics,
stratigraphic model data (geology, geophysics)
24. SC4: Transport
10-oct.-16www.big-data-europe.eu
The Fraunhofer Society is a
German research organization with
67 institutes spread throughout
Germany, each focusing on
different fields of applied science.
The Centre for Research and
Technology-Hellas (CERTH)
founded in 2000 is one of the
leading research
centres in Greece. CERTH
includes the Hellenic Institute of
Transport (HIT): Land, Sea and Air
Transportation as well
as Sustainable Mobility services
ERTICO - ITS Europe is a
partnership of around 100 companies
and institutions involved in the
production of Intelligent Transport
Systems (ITS).
IAIS
25. SC4 Pilot Focus Area
10-oct.-16www.big-data-europe.eu
Info mobility
based on Mobility
Pattern IdentificationPilot 4: Multisource data
collection for the provision of
accurate info-mobility and
advanced transport planning
service in Thessaloniki,
Greece
27. SC4: Floating Car Data
www.big-data-europe.eu
Real time traffic conditions information based on a combination of
traffic modeling and real time measurements (traffic flow and speed)
>1.200 vehicles (one taxi fleet)
• Circulating 16-24 hours/day
• Pulse each 100m or 10s
• 500-2.500 pulses /minute
Speeds along a 2km stretch
29. SC5: Climate
10-oct.-16www.big-data-europe.eu
Pilot focus area:
Supporting data-intensive
climate research
Big Data Focus area: Enormous
simulation time. Extremely complicated
computing model. Selected Key Data
assets: European Grid Infrastructure (EGI).
Access to several data centres hosted at
CNRS-Lyon, NCSR-D Athens, INFN-Milan,
NIKhEF-Amsterdam.
31. SC6: Social Sciences
10-oct.-16www.big-data-europe.eu
Pilot focus area:
Citizens budget spending
on municipal level
Big Data Focus area: Statistical
and research data linking &
integration
Selected Key Data assets:
Federated social sciences data
catalogs, statistical data from public
data portals and statistical offices
(e.g. EuroStats, UNESCO,
33. SC7: Security
10-oct.-16www.big-data-europe.eu
Pilot focus area:
Getting insight in man-made surface
changes triggered by automatic detection,
news, or social media information
Big Data Focus area: Image data
analysis
Selected Key Data assets: Earth
Observation data (e.g. Very High Resolution
Satellite Imagery acquired from commercial
providers and governmental systems) and
collateral data for supporting CFSP/CSDP
missions and operations
34. SC7: Security
10-oct.-16www.big-data-europe.eu
Pilot 7: Ingestion of remote
sensing images and social
sensing data to detect and
verify man-made changes on
the Earth surface for security
applications
Evacuation route planning
Monitoring of critical infrastructures
Border security
Satellite image data is HUGE and
computational intensive to compare
Smart ‘focus’ algorithms are needed to
prioritize the analysis jobs
Reasons:
Project obecjtives:
Addressing each of the Societal Challenge domains (7), we have a domain representative for each & a pilot instantiation of the BDE platform for each in progress
One of the challenges to Big Data opportunities is the lack of skills (data science) – our aim is to provide out of the box technology with not a lot of training required to use and apply
BDE technology can be applied in multiple domains and in different phases within Data Value Chains, working with different data providers and addressing multiple objectives (as opposed to current solutions, which tend to be very specific to one data source or domain, and address one objective.
9/16 partners: Sole or joint domain representatives of 7 SC domains (COORDINATION ROLE)
Other 7/16 partners: technical support (SUPPORT ROLE)
Fraunhofer coordinates the project
Centered around the 7 SC communitiess, we follow a number of iterations each having five steps:
1) Engaging with stakeholders for 2) collecting feedback and translating to requirements and identify 3) domain-specific data assets. Prototypes are deployed as 7 Pilots use-cases (4) and evaluated with the community (5) – currently we are in the first iteration at step 4 (Pilot conceptualisation and deployment).
Data Lake is a storage repository for big data scale raw data in original data formats.
late binding approach to schema: “Let us decide, when we need it.”
scale out architecture on commodity infrastructure, mostly with HFS/Hadoop/Spark, which gives a huge cost advantage – about factor 10 compared to data warehouses.
Semantic Data Lake = Data Lake + Knowledge Graph
management of structure (vocabularies/schemas, KPIs trees, metadata, …) on top of the Data Lake is performed in a knowledge graph - a complex data fabric representing all kinds of things and how they relate to each other.
A knowledge graph is unique regarding flexibility, multiple views and metadata capabilities.
Based on the Resource Description Framework (RDF) standard and Linked Data principles.