SlideShare a Scribd company logo
1 © NEC Corporation 2018
Exploring a New Opportunity
in Data Economy
FIWARE Global Summit, Malaga
Norio Uchida, NEC Corporation
28th
Nov, 2018
– A Case of a Field Experiment Ongoing in Japan –
Table of Contents
❑ Project Overview
❑ System Setup and Challenges
❑ Summary
❑ Project Overview
❑ System Setup and Challenges
❑ Summary
5 © NEC Corporation 2018
Backgrounds (in Japan)
Open Data
Initiatives by Governments
20k+ Data Sets on DATA.GO.JP
•Hardly Machine-readable
•File-based, No APIs
Potential Opportunities
Enterprise Data
•No/Little Intercompany Exchange
file
file
6 © NEC Corporation 2018
Backgrounds (in Japan)
Open Data
Initiatives by Governments
20k+ Data Sets on DATA.GO.JP
•No Machine-readable
•Inaccessible via API
Potential Opportunities
Enterprise Data
•No/Little Intercompany Exchange
file
file
$
● Laws, Acts, Guidelines in place
● Data Trading Alliance (DTA)
Data Trading Market
7 © NEC Corporation 2018
Project Planning
To Identify Needs for Data Trading
To Clarify Issues in Monetizing Data
Data
Providers
Key Objectives
Sensed Data
Config Details
Apps
(Big) Data Analysis
Data
Consumers
End User
Loop to Build
an Ecosystem
Data Exchange
Platform
Sakura Internet
& NEC
Attention
Findings
Suggestions
! Sense-of-Wonder
8 © NEC Corporation 2018
Source Fukuoka City
Key Figures
16 Registered Users
from 7 Organizations
9 GEs Deployed
20+ Data Sets
in the Marketplace
Why Fukuoka?
o A Population-growing City
o The Mayor's Strong Initiative to
Foster Innovation
o Opportunities of Inbound
Tourism. Meetup,
May 2018
Web Portal
❑ Project Overview
❑ System Setup and Challenges
❑ Summary
10 © NEC Corporation 2018
IoT Agent
System Components
Orion
Context Broker
Biz Framework
Wilma
PEP Proxy
nginx
STH Comet
IoT Agent
Keyrock
ID Management
ExtensionsCKAN
Data Consumer
Data Provider
Wirecloud
Cygnus
AuthZForce
PDP/PAP
All Containers
11 © NEC Corporation 2018
IoT Agent
System Components
Orion
Context Broker
Biz Framework
Wilma
PEP Proxy
nginx
STH Comet
IoT Agent
Keyrock
ID Management
ExtensionsCKAN
Data Consumer
Data Provider
Wirecloud
Cygnus
AuthZForce
PDP/PAP
All Containers
Identity Management
Data Catalogue
Data Trade
NGSI: Context Management
UL2.0
Device Protocols
Data Visualization
App Mashup
12 © NEC Corporation 2018
Data Purchase Example
Biz Framework
Add to cart
then
Check out
CKAN
The API endpoint
Service-Path, etc.
Orion
Context Broker
NGSI (HTTP GET)
Data Consumer
13 © NEC Corporation 2018
IoT Agent
Challenges
Orion
Context Broker
Biz Framework
Wilma
PEP Proxy
nginx
STH Comet
IoT Agent
Keyrock
ID Management
ExtensionsCKAN
Data Consumer
Data Provider
Wirecloud
Cygnus
AuthZForce
PDP/PAP
a) Integration of GEs
14 © NEC Corporation 2018
a) Integration of GEs
No Design Patterns (No Reference Models,
in Particular for Data Protection, Data Trade Use Case )
● Which / How FIWRE GEs
can interwork each other??
● AWS Reference Architectures
● AWS Cloud Design Patterns (CDP)
● Azure Cloud Design Patterns
Biz Fram
ework
AuthZForce
PDP/PAP
Wilma
PEPProxy
Keyrock
IDManagement
Orion
Context Broker
Extensions
CKAN
Source:
http://aws.clouddesignpat
tern.org/
Web App Scale Out
NFS Sharing
15 © NEC Corporation 2018
IoT Agent
Challenges
Orion
Context Broker
Biz Framework
Wilma
PEP Proxy
nginx
STH Comet
IoT Agent
Keyrock
ID Management
ExtensionsCKAN
Data Consumer
Data Provider
Wirecloud
Cygnus
AuthZForce
PDP/PAP
Open Data
b) Data Conversion
to NGSI
16 © NEC Corporation 2018
b) Data Conversion to NGSI Data Models
Diversity of Existing Data Formats
– Need to manually convert existing data
▌ CSV
● e.g. Fukuoka Air Quality
▌ XML
▌ PDF
▌ XLSX
▌ Plain Text
▌ RDF
▌ FIWARE Data Models (JSON)
● Type: AirQualityObserved
{
"id": "AQ-9073-kashii",
"type": "AirQualityObserved",
"DateObserved": { …… },
"NO": {
"type": "Number",
"value": 112,
"metadata": {
"unit": {
"type": "Text",
"value": "ppm"
}
}
}
"Location": {
Open Data Formats in Japan
(Source: Cabinet Secretariat)
❑ Project Overview
❑ System Setup and Challenges
❑ Summary
18 © NEC Corporation 2018
Summary
Sakura Internet and NEC jointly launched the testbed
for proof of data trading concept.
● A data marketplace now works there.
Challenges Faced
❖ Integration of GEs
× Time Intensive Trial & Error
❖ Data Conversion to FIWARE
NGSI Data Models
× Dedicated Script for a Source Data Set
Biz Framework
19 © NEC Corporation 2018
A Way forward
▌ Technical Enhancement
● Right time IoT Data Input
•Via IoT Agents
● Tools for Data Conversion
•Web-based Data Converter (Prototype)
▌ Developer Advocate
● Outreach to Local Developer
Communities
● Ideathon, Hackathon
Data, Data, Data
20 © NEC Corporation 2018
A Prototype: Web-based Data Converter
Conversion Rule
(YAML)
Output
NGSI JSON
Log
HTTP NGSI
Export
Orion
Context Broker
file
file
21 © NEC Corporation 2018
https://www.fiware-testbed.jp
FIWARE Global Summit - Exploring a New Opportunity in Data Economy: A Case of a Field Experiment Ongoing in Japan

More Related Content

What's hot

FIWARE Global Summit - Thing’in, an NGSI-LD-compatible Graph Database for Sys...
FIWARE Global Summit - Thing’in, an NGSI-LD-compatible Graph Database for Sys...FIWARE Global Summit - Thing’in, an NGSI-LD-compatible Graph Database for Sys...
FIWARE Global Summit - Thing’in, an NGSI-LD-compatible Graph Database for Sys...
FIWARE
 
FIWARE Wednesday Webinars - NGSI-LD and Smart Data Models: Standard Access to...
FIWARE Wednesday Webinars - NGSI-LD and Smart Data Models: Standard Access to...FIWARE Wednesday Webinars - NGSI-LD and Smart Data Models: Standard Access to...
FIWARE Wednesday Webinars - NGSI-LD and Smart Data Models: Standard Access to...
FIWARE
 
FIWARE Tech Summit - Accelerating Materialization of the IDS Architecture
FIWARE Tech Summit - Accelerating Materialization of the IDS ArchitectureFIWARE Tech Summit - Accelerating Materialization of the IDS Architecture
FIWARE Tech Summit - Accelerating Materialization of the IDS Architecture
FIWARE
 
TEAMS 6, 7 and 8
TEAMS 6, 7 and 8TEAMS 6, 7 and 8
TEAMS 6, 7 and 8
plan4all
 
Session 1.1 linked data applied: a field report from the netherlands
Session 1.1   linked data applied: a field report from the netherlandsSession 1.1   linked data applied: a field report from the netherlands
Session 1.1 linked data applied: a field report from the netherlands
semanticsconference
 
TEAM 14: Analytical Map of Incidents Registered by the Municipal Police in Pl...
TEAM 14: Analytical Map of Incidents Registered by the Municipal Police in Pl...TEAM 14: Analytical Map of Incidents Registered by the Municipal Police in Pl...
TEAM 14: Analytical Map of Incidents Registered by the Municipal Police in Pl...
plan4all
 
FIWARE Tech Summit - Data Ahead - the New Data Logistic Approach
FIWARE Tech Summit - Data Ahead - the New Data Logistic ApproachFIWARE Tech Summit - Data Ahead - the New Data Logistic Approach
FIWARE Tech Summit - Data Ahead - the New Data Logistic Approach
FIWARE
 
FIWARE Tech Summit - Industrial Data Space - a New Idea For Sharing Data
FIWARE Tech Summit - Industrial Data Space - a New Idea For Sharing DataFIWARE Tech Summit - Industrial Data Space - a New Idea For Sharing Data
FIWARE Tech Summit - Industrial Data Space - a New Idea For Sharing Data
FIWARE
 
3 rd International Conference on Cloud, Big Data and Web Services (CBW 2022)
3 rd International Conference on Cloud, Big Data and Web Services (CBW 2022)3 rd International Conference on Cloud, Big Data and Web Services (CBW 2022)
3 rd International Conference on Cloud, Big Data and Web Services (CBW 2022)
ijait
 
FIWARE Global Summit - Alastria Blockchain Ecosystem
FIWARE Global Summit - Alastria Blockchain EcosystemFIWARE Global Summit - Alastria Blockchain Ecosystem
FIWARE Global Summit - Alastria Blockchain Ecosystem
FIWARE
 
ICARUS @EBDVF 2018 - TransformingTransport Session (November 2018, Vienna)
ICARUS @EBDVF 2018 - TransformingTransport Session (November 2018, Vienna)ICARUS @EBDVF 2018 - TransformingTransport Session (November 2018, Vienna)
ICARUS @EBDVF 2018 - TransformingTransport Session (November 2018, Vienna)
ICARUS2020.aero
 
FIWARE Wednesday Webinars - Cities as Enablers of the Data Economy: Smart Dat...
FIWARE Wednesday Webinars - Cities as Enablers of the Data Economy: Smart Dat...FIWARE Wednesday Webinars - Cities as Enablers of the Data Economy: Smart Dat...
FIWARE Wednesday Webinars - Cities as Enablers of the Data Economy: Smart Dat...
FIWARE
 
FIWARE Wednesday Webinars - Architecting Your Smart Solution Using FIWARE
FIWARE Wednesday Webinars - Architecting Your Smart Solution Using FIWAREFIWARE Wednesday Webinars - Architecting Your Smart Solution Using FIWARE
FIWARE Wednesday Webinars - Architecting Your Smart Solution Using FIWARE
FIWARE
 
FIWARE Tech Summit - How to Enable Industrial Data Platforms: Regulations, In...
FIWARE Tech Summit - How to Enable Industrial Data Platforms: Regulations, In...FIWARE Tech Summit - How to Enable Industrial Data Platforms: Regulations, In...
FIWARE Tech Summit - How to Enable Industrial Data Platforms: Regulations, In...
FIWARE
 
FIWARE Global Summit - FIWARE Today and Tomorrow
FIWARE Global Summit - FIWARE Today and TomorrowFIWARE Global Summit - FIWARE Today and Tomorrow
FIWARE Global Summit - FIWARE Today and Tomorrow
FIWARE
 
ICARUS @EASN 2019 - Industry 4.0 in Aeronautics Session (September 2019, Athens)
ICARUS @EASN 2019 - Industry 4.0 in Aeronautics Session (September 2019, Athens)ICARUS @EASN 2019 - Industry 4.0 in Aeronautics Session (September 2019, Athens)
ICARUS @EASN 2019 - Industry 4.0 in Aeronautics Session (September 2019, Athens)
ICARUS2020.aero
 
From farm to fork, DEMETER style
From farm to fork, DEMETER styleFrom farm to fork, DEMETER style
From farm to fork, DEMETER style
H2020 DEMETER
 
Denodo as the Core Pillar of your API Strategy
Denodo as the Core Pillar of your API StrategyDenodo as the Core Pillar of your API Strategy
Denodo as the Core Pillar of your API Strategy
Denodo
 
2012DESFutureSDIs
2012DESFutureSDIs2012DESFutureSDIs
2012DESFutureSDIs
sirf13
 
International Journal on Cloud Computing: Services and Architecture (IJCCSA)
International Journal on Cloud Computing: Services and Architecture (IJCCSA)International Journal on Cloud Computing: Services and Architecture (IJCCSA)
International Journal on Cloud Computing: Services and Architecture (IJCCSA)
ijccsa
 

What's hot (20)

FIWARE Global Summit - Thing’in, an NGSI-LD-compatible Graph Database for Sys...
FIWARE Global Summit - Thing’in, an NGSI-LD-compatible Graph Database for Sys...FIWARE Global Summit - Thing’in, an NGSI-LD-compatible Graph Database for Sys...
FIWARE Global Summit - Thing’in, an NGSI-LD-compatible Graph Database for Sys...
 
FIWARE Wednesday Webinars - NGSI-LD and Smart Data Models: Standard Access to...
FIWARE Wednesday Webinars - NGSI-LD and Smart Data Models: Standard Access to...FIWARE Wednesday Webinars - NGSI-LD and Smart Data Models: Standard Access to...
FIWARE Wednesday Webinars - NGSI-LD and Smart Data Models: Standard Access to...
 
FIWARE Tech Summit - Accelerating Materialization of the IDS Architecture
FIWARE Tech Summit - Accelerating Materialization of the IDS ArchitectureFIWARE Tech Summit - Accelerating Materialization of the IDS Architecture
FIWARE Tech Summit - Accelerating Materialization of the IDS Architecture
 
TEAMS 6, 7 and 8
TEAMS 6, 7 and 8TEAMS 6, 7 and 8
TEAMS 6, 7 and 8
 
Session 1.1 linked data applied: a field report from the netherlands
Session 1.1   linked data applied: a field report from the netherlandsSession 1.1   linked data applied: a field report from the netherlands
Session 1.1 linked data applied: a field report from the netherlands
 
TEAM 14: Analytical Map of Incidents Registered by the Municipal Police in Pl...
TEAM 14: Analytical Map of Incidents Registered by the Municipal Police in Pl...TEAM 14: Analytical Map of Incidents Registered by the Municipal Police in Pl...
TEAM 14: Analytical Map of Incidents Registered by the Municipal Police in Pl...
 
FIWARE Tech Summit - Data Ahead - the New Data Logistic Approach
FIWARE Tech Summit - Data Ahead - the New Data Logistic ApproachFIWARE Tech Summit - Data Ahead - the New Data Logistic Approach
FIWARE Tech Summit - Data Ahead - the New Data Logistic Approach
 
FIWARE Tech Summit - Industrial Data Space - a New Idea For Sharing Data
FIWARE Tech Summit - Industrial Data Space - a New Idea For Sharing DataFIWARE Tech Summit - Industrial Data Space - a New Idea For Sharing Data
FIWARE Tech Summit - Industrial Data Space - a New Idea For Sharing Data
 
3 rd International Conference on Cloud, Big Data and Web Services (CBW 2022)
3 rd International Conference on Cloud, Big Data and Web Services (CBW 2022)3 rd International Conference on Cloud, Big Data and Web Services (CBW 2022)
3 rd International Conference on Cloud, Big Data and Web Services (CBW 2022)
 
FIWARE Global Summit - Alastria Blockchain Ecosystem
FIWARE Global Summit - Alastria Blockchain EcosystemFIWARE Global Summit - Alastria Blockchain Ecosystem
FIWARE Global Summit - Alastria Blockchain Ecosystem
 
ICARUS @EBDVF 2018 - TransformingTransport Session (November 2018, Vienna)
ICARUS @EBDVF 2018 - TransformingTransport Session (November 2018, Vienna)ICARUS @EBDVF 2018 - TransformingTransport Session (November 2018, Vienna)
ICARUS @EBDVF 2018 - TransformingTransport Session (November 2018, Vienna)
 
FIWARE Wednesday Webinars - Cities as Enablers of the Data Economy: Smart Dat...
FIWARE Wednesday Webinars - Cities as Enablers of the Data Economy: Smart Dat...FIWARE Wednesday Webinars - Cities as Enablers of the Data Economy: Smart Dat...
FIWARE Wednesday Webinars - Cities as Enablers of the Data Economy: Smart Dat...
 
FIWARE Wednesday Webinars - Architecting Your Smart Solution Using FIWARE
FIWARE Wednesday Webinars - Architecting Your Smart Solution Using FIWAREFIWARE Wednesday Webinars - Architecting Your Smart Solution Using FIWARE
FIWARE Wednesday Webinars - Architecting Your Smart Solution Using FIWARE
 
FIWARE Tech Summit - How to Enable Industrial Data Platforms: Regulations, In...
FIWARE Tech Summit - How to Enable Industrial Data Platforms: Regulations, In...FIWARE Tech Summit - How to Enable Industrial Data Platforms: Regulations, In...
FIWARE Tech Summit - How to Enable Industrial Data Platforms: Regulations, In...
 
FIWARE Global Summit - FIWARE Today and Tomorrow
FIWARE Global Summit - FIWARE Today and TomorrowFIWARE Global Summit - FIWARE Today and Tomorrow
FIWARE Global Summit - FIWARE Today and Tomorrow
 
ICARUS @EASN 2019 - Industry 4.0 in Aeronautics Session (September 2019, Athens)
ICARUS @EASN 2019 - Industry 4.0 in Aeronautics Session (September 2019, Athens)ICARUS @EASN 2019 - Industry 4.0 in Aeronautics Session (September 2019, Athens)
ICARUS @EASN 2019 - Industry 4.0 in Aeronautics Session (September 2019, Athens)
 
From farm to fork, DEMETER style
From farm to fork, DEMETER styleFrom farm to fork, DEMETER style
From farm to fork, DEMETER style
 
Denodo as the Core Pillar of your API Strategy
Denodo as the Core Pillar of your API StrategyDenodo as the Core Pillar of your API Strategy
Denodo as the Core Pillar of your API Strategy
 
2012DESFutureSDIs
2012DESFutureSDIs2012DESFutureSDIs
2012DESFutureSDIs
 
International Journal on Cloud Computing: Services and Architecture (IJCCSA)
International Journal on Cloud Computing: Services and Architecture (IJCCSA)International Journal on Cloud Computing: Services and Architecture (IJCCSA)
International Journal on Cloud Computing: Services and Architecture (IJCCSA)
 

Similar to FIWARE Global Summit - Exploring a New Opportunity in Data Economy: A Case of a Field Experiment Ongoing in Japan

Veritas + MongoDB
Veritas + MongoDBVeritas + MongoDB
Veritas + MongoDB
MongoDB
 
Architecting for the Cloud with TOGAF®
Architecting for the Cloud with TOGAF®Architecting for the Cloud with TOGAF®
Architecting for the Cloud with TOGAF®
Sunil Kempegowda
 
Replatform your Teradata to a Next-Gen Cloud Data Platform in Weeks, Not Years
Replatform your Teradata to a Next-Gen Cloud Data Platform in Weeks, Not YearsReplatform your Teradata to a Next-Gen Cloud Data Platform in Weeks, Not Years
Replatform your Teradata to a Next-Gen Cloud Data Platform in Weeks, Not Years
VMware Tanzu
 
Comparing three data ingestion approaches where Apache Kafka integrates with ...
Comparing three data ingestion approaches where Apache Kafka integrates with ...Comparing three data ingestion approaches where Apache Kafka integrates with ...
Comparing three data ingestion approaches where Apache Kafka integrates with ...
HostedbyConfluent
 
QCon 2018 | Gimel | PayPal's Analytic Platform
QCon 2018 | Gimel | PayPal's Analytic PlatformQCon 2018 | Gimel | PayPal's Analytic Platform
QCon 2018 | Gimel | PayPal's Analytic Platform
Deepak Chandramouli
 
Jak konsolidovat Vaše databáze s využitím Cloud služeb?
Jak konsolidovat Vaše databáze s využitím Cloud služeb?Jak konsolidovat Vaše databáze s využitím Cloud služeb?
Jak konsolidovat Vaše databáze s využitím Cloud služeb?
MarketingArrowECS_CZ
 
Why You Need Manageability Now More than Ever and How to Get It
Why You Need Manageability Now More than Ever and How to Get ItWhy You Need Manageability Now More than Ever and How to Get It
Why You Need Manageability Now More than Ever and How to Get It
Gustavo Rene Antunez
 
What is the future of data strategy?
What is the future of data strategy?What is the future of data strategy?
What is the future of data strategy?
Denodo
 
Cloud and Data Analytics Architecture: Data Everywhere for Everyone
Cloud and Data Analytics Architecture: Data Everywhere for EveryoneCloud and Data Analytics Architecture: Data Everywhere for Everyone
Cloud and Data Analytics Architecture: Data Everywhere for Everyone
Michal Hodinka
 
Future of Data Strategy (ASEAN)
Future of Data Strategy (ASEAN)Future of Data Strategy (ASEAN)
Future of Data Strategy (ASEAN)
Denodo
 
Gimel at Dataworks Summit San Jose 2018
Gimel at Dataworks Summit San Jose 2018Gimel at Dataworks Summit San Jose 2018
Gimel at Dataworks Summit San Jose 2018
Romit Mehta
 
Dataworks | 2018-06-20 | Gimel data platform
Dataworks | 2018-06-20 | Gimel data platformDataworks | 2018-06-20 | Gimel data platform
Dataworks | 2018-06-20 | Gimel data platform
Deepak Chandramouli
 
The Data Platform Administration Handling the 100 PB.pdf
The Data Platform Administration Handling the 100 PB.pdfThe Data Platform Administration Handling the 100 PB.pdf
The Data Platform Administration Handling the 100 PB.pdf
Rakuten Group, Inc.
 
Session 2.4 virtual construction (v-con) and top braid cde – a linked data/...
Session 2.4   virtual construction (v-con) and top braid cde – a linked data/...Session 2.4   virtual construction (v-con) and top braid cde – a linked data/...
Session 2.4 virtual construction (v-con) and top braid cde – a linked data/...
semanticsconference
 
Digital Reinvention by NRB
Digital Reinvention by NRBDigital Reinvention by NRB
Digital Reinvention by NRB
William Poos
 
Data Acquisition Automation for NiFi in a Hybrid Cloud environment – the Path...
Data Acquisition Automation for NiFi in a Hybrid Cloud environment – the Path...Data Acquisition Automation for NiFi in a Hybrid Cloud environment – the Path...
Data Acquisition Automation for NiFi in a Hybrid Cloud environment – the Path...
DataWorks Summit
 
GoldenGate and Stream Processing with Special Guest Rakuten
GoldenGate and Stream Processing with Special Guest RakutenGoldenGate and Stream Processing with Special Guest Rakuten
GoldenGate and Stream Processing with Special Guest Rakuten
Jeffrey T. Pollock
 
Make your data fly - Building data platform in AWS
Make your data fly - Building data platform in AWSMake your data fly - Building data platform in AWS
Make your data fly - Building data platform in AWS
Kimmo Kantojärvi
 
Network Source of Truth and Infrastructure as Code revisited
Network Source of Truth and Infrastructure as Code revisitedNetwork Source of Truth and Infrastructure as Code revisited
Network Source of Truth and Infrastructure as Code revisited
Network Automation Forum
 
Deploying cost effective cloud data center
Deploying cost effective cloud data centerDeploying cost effective cloud data center
Deploying cost effective cloud data center
Wiudo Laos
 

Similar to FIWARE Global Summit - Exploring a New Opportunity in Data Economy: A Case of a Field Experiment Ongoing in Japan (20)

Veritas + MongoDB
Veritas + MongoDBVeritas + MongoDB
Veritas + MongoDB
 
Architecting for the Cloud with TOGAF®
Architecting for the Cloud with TOGAF®Architecting for the Cloud with TOGAF®
Architecting for the Cloud with TOGAF®
 
Replatform your Teradata to a Next-Gen Cloud Data Platform in Weeks, Not Years
Replatform your Teradata to a Next-Gen Cloud Data Platform in Weeks, Not YearsReplatform your Teradata to a Next-Gen Cloud Data Platform in Weeks, Not Years
Replatform your Teradata to a Next-Gen Cloud Data Platform in Weeks, Not Years
 
Comparing three data ingestion approaches where Apache Kafka integrates with ...
Comparing three data ingestion approaches where Apache Kafka integrates with ...Comparing three data ingestion approaches where Apache Kafka integrates with ...
Comparing three data ingestion approaches where Apache Kafka integrates with ...
 
QCon 2018 | Gimel | PayPal's Analytic Platform
QCon 2018 | Gimel | PayPal's Analytic PlatformQCon 2018 | Gimel | PayPal's Analytic Platform
QCon 2018 | Gimel | PayPal's Analytic Platform
 
Jak konsolidovat Vaše databáze s využitím Cloud služeb?
Jak konsolidovat Vaše databáze s využitím Cloud služeb?Jak konsolidovat Vaše databáze s využitím Cloud služeb?
Jak konsolidovat Vaše databáze s využitím Cloud služeb?
 
Why You Need Manageability Now More than Ever and How to Get It
Why You Need Manageability Now More than Ever and How to Get ItWhy You Need Manageability Now More than Ever and How to Get It
Why You Need Manageability Now More than Ever and How to Get It
 
What is the future of data strategy?
What is the future of data strategy?What is the future of data strategy?
What is the future of data strategy?
 
Cloud and Data Analytics Architecture: Data Everywhere for Everyone
Cloud and Data Analytics Architecture: Data Everywhere for EveryoneCloud and Data Analytics Architecture: Data Everywhere for Everyone
Cloud and Data Analytics Architecture: Data Everywhere for Everyone
 
Future of Data Strategy (ASEAN)
Future of Data Strategy (ASEAN)Future of Data Strategy (ASEAN)
Future of Data Strategy (ASEAN)
 
Gimel at Dataworks Summit San Jose 2018
Gimel at Dataworks Summit San Jose 2018Gimel at Dataworks Summit San Jose 2018
Gimel at Dataworks Summit San Jose 2018
 
Dataworks | 2018-06-20 | Gimel data platform
Dataworks | 2018-06-20 | Gimel data platformDataworks | 2018-06-20 | Gimel data platform
Dataworks | 2018-06-20 | Gimel data platform
 
The Data Platform Administration Handling the 100 PB.pdf
The Data Platform Administration Handling the 100 PB.pdfThe Data Platform Administration Handling the 100 PB.pdf
The Data Platform Administration Handling the 100 PB.pdf
 
Session 2.4 virtual construction (v-con) and top braid cde – a linked data/...
Session 2.4   virtual construction (v-con) and top braid cde – a linked data/...Session 2.4   virtual construction (v-con) and top braid cde – a linked data/...
Session 2.4 virtual construction (v-con) and top braid cde – a linked data/...
 
Digital Reinvention by NRB
Digital Reinvention by NRBDigital Reinvention by NRB
Digital Reinvention by NRB
 
Data Acquisition Automation for NiFi in a Hybrid Cloud environment – the Path...
Data Acquisition Automation for NiFi in a Hybrid Cloud environment – the Path...Data Acquisition Automation for NiFi in a Hybrid Cloud environment – the Path...
Data Acquisition Automation for NiFi in a Hybrid Cloud environment – the Path...
 
GoldenGate and Stream Processing with Special Guest Rakuten
GoldenGate and Stream Processing with Special Guest RakutenGoldenGate and Stream Processing with Special Guest Rakuten
GoldenGate and Stream Processing with Special Guest Rakuten
 
Make your data fly - Building data platform in AWS
Make your data fly - Building data platform in AWSMake your data fly - Building data platform in AWS
Make your data fly - Building data platform in AWS
 
Network Source of Truth and Infrastructure as Code revisited
Network Source of Truth and Infrastructure as Code revisitedNetwork Source of Truth and Infrastructure as Code revisited
Network Source of Truth and Infrastructure as Code revisited
 
Deploying cost effective cloud data center
Deploying cost effective cloud data centerDeploying cost effective cloud data center
Deploying cost effective cloud data center
 

More from FIWARE

Behm_Herne_NeMo_akt.pptx
Behm_Herne_NeMo_akt.pptxBehm_Herne_NeMo_akt.pptx
Behm_Herne_NeMo_akt.pptx
FIWARE
 
Katharina Hogrebe Herne Digital Days.pdf
 Katharina Hogrebe Herne Digital Days.pdf Katharina Hogrebe Herne Digital Days.pdf
Katharina Hogrebe Herne Digital Days.pdf
FIWARE
 
Christoph Mertens_IDSA_Introduction to Data Spaces.pptx
Christoph Mertens_IDSA_Introduction to Data Spaces.pptxChristoph Mertens_IDSA_Introduction to Data Spaces.pptx
Christoph Mertens_IDSA_Introduction to Data Spaces.pptx
FIWARE
 
Behm_Herne_NeMo.pptx
Behm_Herne_NeMo.pptxBehm_Herne_NeMo.pptx
Behm_Herne_NeMo.pptx
FIWARE
 
Evangelists + iHubs Promo Slides.pptx
Evangelists + iHubs Promo Slides.pptxEvangelists + iHubs Promo Slides.pptx
Evangelists + iHubs Promo Slides.pptx
FIWARE
 
Lukas Künzel Smart City Operating System.pptx
Lukas Künzel Smart City Operating System.pptxLukas Künzel Smart City Operating System.pptx
Lukas Künzel Smart City Operating System.pptx
FIWARE
 
Pierre Golz Der Transformationsprozess im Konzern Stadt.pptx
Pierre Golz Der Transformationsprozess im Konzern Stadt.pptxPierre Golz Der Transformationsprozess im Konzern Stadt.pptx
Pierre Golz Der Transformationsprozess im Konzern Stadt.pptx
FIWARE
 
Dennis Wendland_The i4Trust Collaboration Programme.pptx
Dennis Wendland_The i4Trust Collaboration Programme.pptxDennis Wendland_The i4Trust Collaboration Programme.pptx
Dennis Wendland_The i4Trust Collaboration Programme.pptx
FIWARE
 
Ulrich Ahle_FIWARE.pptx
Ulrich Ahle_FIWARE.pptxUlrich Ahle_FIWARE.pptx
Ulrich Ahle_FIWARE.pptx
FIWARE
 
Aleksandar Vrglevski _FIWARE DACH_OSIH.pptx
Aleksandar Vrglevski _FIWARE DACH_OSIH.pptxAleksandar Vrglevski _FIWARE DACH_OSIH.pptx
Aleksandar Vrglevski _FIWARE DACH_OSIH.pptx
FIWARE
 
Water Quality - Lukas Kuenzel.pdf
Water Quality - Lukas Kuenzel.pdfWater Quality - Lukas Kuenzel.pdf
Water Quality - Lukas Kuenzel.pdf
FIWARE
 
Cameron Brooks_FGS23_FIWARE Summit_Keynote_Cameron.pptx
Cameron Brooks_FGS23_FIWARE Summit_Keynote_Cameron.pptxCameron Brooks_FGS23_FIWARE Summit_Keynote_Cameron.pptx
Cameron Brooks_FGS23_FIWARE Summit_Keynote_Cameron.pptx
FIWARE
 
FiWareSummit.msGIS-Data-to-Value.2023.06.12.pptx
FiWareSummit.msGIS-Data-to-Value.2023.06.12.pptxFiWareSummit.msGIS-Data-to-Value.2023.06.12.pptx
FiWareSummit.msGIS-Data-to-Value.2023.06.12.pptx
FIWARE
 
Boris Otto_FGS2023_Opening- EU Innovations from Data_PUB_V1_BOt.pptx
Boris Otto_FGS2023_Opening- EU Innovations from Data_PUB_V1_BOt.pptxBoris Otto_FGS2023_Opening- EU Innovations from Data_PUB_V1_BOt.pptx
Boris Otto_FGS2023_Opening- EU Innovations from Data_PUB_V1_BOt.pptx
FIWARE
 
Bjoern de Vidts_FGS23_Opening_athumi - bjord de vidts - personal data spaces....
Bjoern de Vidts_FGS23_Opening_athumi - bjord de vidts - personal data spaces....Bjoern de Vidts_FGS23_Opening_athumi - bjord de vidts - personal data spaces....
Bjoern de Vidts_FGS23_Opening_athumi - bjord de vidts - personal data spaces....
FIWARE
 
Abdulrahman Ibrahim_FGS23 Opening - Abdulrahman Ibrahim.pdf
Abdulrahman Ibrahim_FGS23 Opening - Abdulrahman Ibrahim.pdfAbdulrahman Ibrahim_FGS23 Opening - Abdulrahman Ibrahim.pdf
Abdulrahman Ibrahim_FGS23 Opening - Abdulrahman Ibrahim.pdf
FIWARE
 
FGS2023_Opening_Red Hat Keynote Andrea Battaglia.pdf
FGS2023_Opening_Red Hat Keynote Andrea Battaglia.pdfFGS2023_Opening_Red Hat Keynote Andrea Battaglia.pdf
FGS2023_Opening_Red Hat Keynote Andrea Battaglia.pdf
FIWARE
 
HTAG_Skalierung_Plattform_lokal_final_versand.pptx
HTAG_Skalierung_Plattform_lokal_final_versand.pptxHTAG_Skalierung_Plattform_lokal_final_versand.pptx
HTAG_Skalierung_Plattform_lokal_final_versand.pptx
FIWARE
 
WE_LoRaWAN _ IoT.pptx
WE_LoRaWAN  _ IoT.pptxWE_LoRaWAN  _ IoT.pptx
WE_LoRaWAN _ IoT.pptx
FIWARE
 
EU Opp_Clara Pezuela - German chapter.pptx
EU Opp_Clara Pezuela - German chapter.pptxEU Opp_Clara Pezuela - German chapter.pptx
EU Opp_Clara Pezuela - German chapter.pptx
FIWARE
 

More from FIWARE (20)

Behm_Herne_NeMo_akt.pptx
Behm_Herne_NeMo_akt.pptxBehm_Herne_NeMo_akt.pptx
Behm_Herne_NeMo_akt.pptx
 
Katharina Hogrebe Herne Digital Days.pdf
 Katharina Hogrebe Herne Digital Days.pdf Katharina Hogrebe Herne Digital Days.pdf
Katharina Hogrebe Herne Digital Days.pdf
 
Christoph Mertens_IDSA_Introduction to Data Spaces.pptx
Christoph Mertens_IDSA_Introduction to Data Spaces.pptxChristoph Mertens_IDSA_Introduction to Data Spaces.pptx
Christoph Mertens_IDSA_Introduction to Data Spaces.pptx
 
Behm_Herne_NeMo.pptx
Behm_Herne_NeMo.pptxBehm_Herne_NeMo.pptx
Behm_Herne_NeMo.pptx
 
Evangelists + iHubs Promo Slides.pptx
Evangelists + iHubs Promo Slides.pptxEvangelists + iHubs Promo Slides.pptx
Evangelists + iHubs Promo Slides.pptx
 
Lukas Künzel Smart City Operating System.pptx
Lukas Künzel Smart City Operating System.pptxLukas Künzel Smart City Operating System.pptx
Lukas Künzel Smart City Operating System.pptx
 
Pierre Golz Der Transformationsprozess im Konzern Stadt.pptx
Pierre Golz Der Transformationsprozess im Konzern Stadt.pptxPierre Golz Der Transformationsprozess im Konzern Stadt.pptx
Pierre Golz Der Transformationsprozess im Konzern Stadt.pptx
 
Dennis Wendland_The i4Trust Collaboration Programme.pptx
Dennis Wendland_The i4Trust Collaboration Programme.pptxDennis Wendland_The i4Trust Collaboration Programme.pptx
Dennis Wendland_The i4Trust Collaboration Programme.pptx
 
Ulrich Ahle_FIWARE.pptx
Ulrich Ahle_FIWARE.pptxUlrich Ahle_FIWARE.pptx
Ulrich Ahle_FIWARE.pptx
 
Aleksandar Vrglevski _FIWARE DACH_OSIH.pptx
Aleksandar Vrglevski _FIWARE DACH_OSIH.pptxAleksandar Vrglevski _FIWARE DACH_OSIH.pptx
Aleksandar Vrglevski _FIWARE DACH_OSIH.pptx
 
Water Quality - Lukas Kuenzel.pdf
Water Quality - Lukas Kuenzel.pdfWater Quality - Lukas Kuenzel.pdf
Water Quality - Lukas Kuenzel.pdf
 
Cameron Brooks_FGS23_FIWARE Summit_Keynote_Cameron.pptx
Cameron Brooks_FGS23_FIWARE Summit_Keynote_Cameron.pptxCameron Brooks_FGS23_FIWARE Summit_Keynote_Cameron.pptx
Cameron Brooks_FGS23_FIWARE Summit_Keynote_Cameron.pptx
 
FiWareSummit.msGIS-Data-to-Value.2023.06.12.pptx
FiWareSummit.msGIS-Data-to-Value.2023.06.12.pptxFiWareSummit.msGIS-Data-to-Value.2023.06.12.pptx
FiWareSummit.msGIS-Data-to-Value.2023.06.12.pptx
 
Boris Otto_FGS2023_Opening- EU Innovations from Data_PUB_V1_BOt.pptx
Boris Otto_FGS2023_Opening- EU Innovations from Data_PUB_V1_BOt.pptxBoris Otto_FGS2023_Opening- EU Innovations from Data_PUB_V1_BOt.pptx
Boris Otto_FGS2023_Opening- EU Innovations from Data_PUB_V1_BOt.pptx
 
Bjoern de Vidts_FGS23_Opening_athumi - bjord de vidts - personal data spaces....
Bjoern de Vidts_FGS23_Opening_athumi - bjord de vidts - personal data spaces....Bjoern de Vidts_FGS23_Opening_athumi - bjord de vidts - personal data spaces....
Bjoern de Vidts_FGS23_Opening_athumi - bjord de vidts - personal data spaces....
 
Abdulrahman Ibrahim_FGS23 Opening - Abdulrahman Ibrahim.pdf
Abdulrahman Ibrahim_FGS23 Opening - Abdulrahman Ibrahim.pdfAbdulrahman Ibrahim_FGS23 Opening - Abdulrahman Ibrahim.pdf
Abdulrahman Ibrahim_FGS23 Opening - Abdulrahman Ibrahim.pdf
 
FGS2023_Opening_Red Hat Keynote Andrea Battaglia.pdf
FGS2023_Opening_Red Hat Keynote Andrea Battaglia.pdfFGS2023_Opening_Red Hat Keynote Andrea Battaglia.pdf
FGS2023_Opening_Red Hat Keynote Andrea Battaglia.pdf
 
HTAG_Skalierung_Plattform_lokal_final_versand.pptx
HTAG_Skalierung_Plattform_lokal_final_versand.pptxHTAG_Skalierung_Plattform_lokal_final_versand.pptx
HTAG_Skalierung_Plattform_lokal_final_versand.pptx
 
WE_LoRaWAN _ IoT.pptx
WE_LoRaWAN  _ IoT.pptxWE_LoRaWAN  _ IoT.pptx
WE_LoRaWAN _ IoT.pptx
 
EU Opp_Clara Pezuela - German chapter.pptx
EU Opp_Clara Pezuela - German chapter.pptxEU Opp_Clara Pezuela - German chapter.pptx
EU Opp_Clara Pezuela - German chapter.pptx
 

Recently uploaded

5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides
DanBrown980551
 
Leveraging the Graph for Clinical Trials and Standards
Leveraging the Graph for Clinical Trials and StandardsLeveraging the Graph for Clinical Trials and Standards
Leveraging the Graph for Clinical Trials and Standards
Neo4j
 
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
"Frontline Battles with DDoS: Best practices and Lessons Learned",  Igor Ivaniuk"Frontline Battles with DDoS: Best practices and Lessons Learned",  Igor Ivaniuk
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
Fwdays
 
Essentials of Automations: Exploring Attributes & Automation Parameters
Essentials of Automations: Exploring Attributes & Automation ParametersEssentials of Automations: Exploring Attributes & Automation Parameters
Essentials of Automations: Exploring Attributes & Automation Parameters
Safe Software
 
What is an RPA CoE? Session 1 – CoE Vision
What is an RPA CoE?  Session 1 – CoE VisionWhat is an RPA CoE?  Session 1 – CoE Vision
What is an RPA CoE? Session 1 – CoE Vision
DianaGray10
 
JavaLand 2024: Application Development Green Masterplan
JavaLand 2024: Application Development Green MasterplanJavaLand 2024: Application Development Green Masterplan
JavaLand 2024: Application Development Green Masterplan
Miro Wengner
 
Dandelion Hashtable: beyond billion requests per second on a commodity server
Dandelion Hashtable: beyond billion requests per second on a commodity serverDandelion Hashtable: beyond billion requests per second on a commodity server
Dandelion Hashtable: beyond billion requests per second on a commodity server
Antonios Katsarakis
 
Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
Biomedical Knowledge Graphs for Data Scientists and BioinformaticiansBiomedical Knowledge Graphs for Data Scientists and Bioinformaticians
Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
Neo4j
 
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
Jason Yip
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
MichaelKnudsen27
 
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
Edge AI and Vision Alliance
 
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their MainframeDigital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Precisely
 
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
saastr
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Safe Software
 
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectors
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectorsConnector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectors
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectors
DianaGray10
 
GNSS spoofing via SDR (Criptored Talks 2024)
GNSS spoofing via SDR (Criptored Talks 2024)GNSS spoofing via SDR (Criptored Talks 2024)
GNSS spoofing via SDR (Criptored Talks 2024)
Javier Junquera
 
Apps Break Data
Apps Break DataApps Break Data
Apps Break Data
Ivo Velitchkov
 
Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)
Jakub Marek
 
Introduction of Cybersecurity with OSS at Code Europe 2024
Introduction of Cybersecurity with OSS  at Code Europe 2024Introduction of Cybersecurity with OSS  at Code Europe 2024
Introduction of Cybersecurity with OSS at Code Europe 2024
Hiroshi SHIBATA
 
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyFreshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
ScyllaDB
 

Recently uploaded (20)

5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides
 
Leveraging the Graph for Clinical Trials and Standards
Leveraging the Graph for Clinical Trials and StandardsLeveraging the Graph for Clinical Trials and Standards
Leveraging the Graph for Clinical Trials and Standards
 
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
"Frontline Battles with DDoS: Best practices and Lessons Learned",  Igor Ivaniuk"Frontline Battles with DDoS: Best practices and Lessons Learned",  Igor Ivaniuk
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
 
Essentials of Automations: Exploring Attributes & Automation Parameters
Essentials of Automations: Exploring Attributes & Automation ParametersEssentials of Automations: Exploring Attributes & Automation Parameters
Essentials of Automations: Exploring Attributes & Automation Parameters
 
What is an RPA CoE? Session 1 – CoE Vision
What is an RPA CoE?  Session 1 – CoE VisionWhat is an RPA CoE?  Session 1 – CoE Vision
What is an RPA CoE? Session 1 – CoE Vision
 
JavaLand 2024: Application Development Green Masterplan
JavaLand 2024: Application Development Green MasterplanJavaLand 2024: Application Development Green Masterplan
JavaLand 2024: Application Development Green Masterplan
 
Dandelion Hashtable: beyond billion requests per second on a commodity server
Dandelion Hashtable: beyond billion requests per second on a commodity serverDandelion Hashtable: beyond billion requests per second on a commodity server
Dandelion Hashtable: beyond billion requests per second on a commodity server
 
Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
Biomedical Knowledge Graphs for Data Scientists and BioinformaticiansBiomedical Knowledge Graphs for Data Scientists and Bioinformaticians
Biomedical Knowledge Graphs for Data Scientists and Bioinformaticians
 
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
 
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
 
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their MainframeDigital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
 
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
 
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectors
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectorsConnector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectors
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectors
 
GNSS spoofing via SDR (Criptored Talks 2024)
GNSS spoofing via SDR (Criptored Talks 2024)GNSS spoofing via SDR (Criptored Talks 2024)
GNSS spoofing via SDR (Criptored Talks 2024)
 
Apps Break Data
Apps Break DataApps Break Data
Apps Break Data
 
Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)
 
Introduction of Cybersecurity with OSS at Code Europe 2024
Introduction of Cybersecurity with OSS  at Code Europe 2024Introduction of Cybersecurity with OSS  at Code Europe 2024
Introduction of Cybersecurity with OSS at Code Europe 2024
 
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyFreshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
 

FIWARE Global Summit - Exploring a New Opportunity in Data Economy: A Case of a Field Experiment Ongoing in Japan

  • 1. 1 © NEC Corporation 2018 Exploring a New Opportunity in Data Economy FIWARE Global Summit, Malaga Norio Uchida, NEC Corporation 28th Nov, 2018 – A Case of a Field Experiment Ongoing in Japan –
  • 2.
  • 3. Table of Contents ❑ Project Overview ❑ System Setup and Challenges ❑ Summary
  • 4. ❑ Project Overview ❑ System Setup and Challenges ❑ Summary
  • 5. 5 © NEC Corporation 2018 Backgrounds (in Japan) Open Data Initiatives by Governments 20k+ Data Sets on DATA.GO.JP •Hardly Machine-readable •File-based, No APIs Potential Opportunities Enterprise Data •No/Little Intercompany Exchange file file
  • 6. 6 © NEC Corporation 2018 Backgrounds (in Japan) Open Data Initiatives by Governments 20k+ Data Sets on DATA.GO.JP •No Machine-readable •Inaccessible via API Potential Opportunities Enterprise Data •No/Little Intercompany Exchange file file $ ● Laws, Acts, Guidelines in place ● Data Trading Alliance (DTA) Data Trading Market
  • 7. 7 © NEC Corporation 2018 Project Planning To Identify Needs for Data Trading To Clarify Issues in Monetizing Data Data Providers Key Objectives Sensed Data Config Details Apps (Big) Data Analysis Data Consumers End User Loop to Build an Ecosystem Data Exchange Platform Sakura Internet & NEC Attention Findings Suggestions ! Sense-of-Wonder
  • 8. 8 © NEC Corporation 2018 Source Fukuoka City Key Figures 16 Registered Users from 7 Organizations 9 GEs Deployed 20+ Data Sets in the Marketplace Why Fukuoka? o A Population-growing City o The Mayor's Strong Initiative to Foster Innovation o Opportunities of Inbound Tourism. Meetup, May 2018 Web Portal
  • 9. ❑ Project Overview ❑ System Setup and Challenges ❑ Summary
  • 10. 10 © NEC Corporation 2018 IoT Agent System Components Orion Context Broker Biz Framework Wilma PEP Proxy nginx STH Comet IoT Agent Keyrock ID Management ExtensionsCKAN Data Consumer Data Provider Wirecloud Cygnus AuthZForce PDP/PAP All Containers
  • 11. 11 © NEC Corporation 2018 IoT Agent System Components Orion Context Broker Biz Framework Wilma PEP Proxy nginx STH Comet IoT Agent Keyrock ID Management ExtensionsCKAN Data Consumer Data Provider Wirecloud Cygnus AuthZForce PDP/PAP All Containers Identity Management Data Catalogue Data Trade NGSI: Context Management UL2.0 Device Protocols Data Visualization App Mashup
  • 12. 12 © NEC Corporation 2018 Data Purchase Example Biz Framework Add to cart then Check out CKAN The API endpoint Service-Path, etc. Orion Context Broker NGSI (HTTP GET) Data Consumer
  • 13. 13 © NEC Corporation 2018 IoT Agent Challenges Orion Context Broker Biz Framework Wilma PEP Proxy nginx STH Comet IoT Agent Keyrock ID Management ExtensionsCKAN Data Consumer Data Provider Wirecloud Cygnus AuthZForce PDP/PAP a) Integration of GEs
  • 14. 14 © NEC Corporation 2018 a) Integration of GEs No Design Patterns (No Reference Models, in Particular for Data Protection, Data Trade Use Case ) ● Which / How FIWRE GEs can interwork each other?? ● AWS Reference Architectures ● AWS Cloud Design Patterns (CDP) ● Azure Cloud Design Patterns Biz Fram ework AuthZForce PDP/PAP Wilma PEPProxy Keyrock IDManagement Orion Context Broker Extensions CKAN Source: http://aws.clouddesignpat tern.org/ Web App Scale Out NFS Sharing
  • 15. 15 © NEC Corporation 2018 IoT Agent Challenges Orion Context Broker Biz Framework Wilma PEP Proxy nginx STH Comet IoT Agent Keyrock ID Management ExtensionsCKAN Data Consumer Data Provider Wirecloud Cygnus AuthZForce PDP/PAP Open Data b) Data Conversion to NGSI
  • 16. 16 © NEC Corporation 2018 b) Data Conversion to NGSI Data Models Diversity of Existing Data Formats – Need to manually convert existing data ▌ CSV ● e.g. Fukuoka Air Quality ▌ XML ▌ PDF ▌ XLSX ▌ Plain Text ▌ RDF ▌ FIWARE Data Models (JSON) ● Type: AirQualityObserved { "id": "AQ-9073-kashii", "type": "AirQualityObserved", "DateObserved": { …… }, "NO": { "type": "Number", "value": 112, "metadata": { "unit": { "type": "Text", "value": "ppm" } } } "Location": { Open Data Formats in Japan (Source: Cabinet Secretariat)
  • 17. ❑ Project Overview ❑ System Setup and Challenges ❑ Summary
  • 18. 18 © NEC Corporation 2018 Summary Sakura Internet and NEC jointly launched the testbed for proof of data trading concept. ● A data marketplace now works there. Challenges Faced ❖ Integration of GEs × Time Intensive Trial & Error ❖ Data Conversion to FIWARE NGSI Data Models × Dedicated Script for a Source Data Set Biz Framework
  • 19. 19 © NEC Corporation 2018 A Way forward ▌ Technical Enhancement ● Right time IoT Data Input •Via IoT Agents ● Tools for Data Conversion •Web-based Data Converter (Prototype) ▌ Developer Advocate ● Outreach to Local Developer Communities ● Ideathon, Hackathon Data, Data, Data
  • 20. 20 © NEC Corporation 2018 A Prototype: Web-based Data Converter Conversion Rule (YAML) Output NGSI JSON Log HTTP NGSI Export Orion Context Broker file file
  • 21. 21 © NEC Corporation 2018 https://www.fiware-testbed.jp