Open Source Geospatial Business Intelligence (Geo-BI)

•

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The document discusses geospatial business intelligence (Geo-BI). It defines BI as using data analysis to understand business operations and support decision making. Geo-BI adds spatial analysis and maps to allow exploration of spatial relationships in data. About 80% of corporate data has a spatial component, and representing some phenomena on maps can better aid interpretation and decisions. The document introduces open source Geo-BI software from Spatialytics, including Pentaho tools for ETL, OLAP, and reporting integrated with geospatial capabilities.

Technology Business

Open Source
Geospatial Business Intelligence
p g
(Geo-BI)
By Dr. Thierry Badard, CTO

CLLAP 2009, Quebec City Canada – November 5th, 2009
2009 City,

05/11/2009 Geospatial Business Intelligence 1

What is Business Intelligence ( )
g (BI)?
• As you probably know :
– Business Intelligence applications are usually
used to better understand historical, current and
future aspects of business operations in a
company.
– The applications typically offer ways to mine
database- and spreadsheet-centric data, and
produce graphical table-based and other types of
graphical, table based
analytics regarding business operations.
– They support the decision process and allow to
take more informed decision!

05/11/2009 Geospatial Business Intelligence 2

05/11/2009 Geospatial Business Intelligence 3

Business Intelligence applications
g pp
• Rely on an architecture with complex components
and applications:
– ETL tools & data warehousing g
– On-line Analytical Processing (OLAP) servers and clients
– Reporting tools & dashboards
– Data mining
DATA BI TECHNOLOGY ARCHITECTURE
SOURCES
MDX
ETL End‐User Applications
BDMS flat files
Data
Warehouse (OLAP)
sensors

05/11/2009 Geospatial Business Intelligence 4

What is Geospatial BI?
p
• Geospatial BI adds maps and spatial analysis !
• Why ?
– Because … “About eighty percent of all data stored in
corporate databases has a spatial component” [Franklin 1992]
– Enable the exploration of spatial relations between data
• To take into account all aspects of data
• And then make more informed decisions
–S
Some phenomena can only b observed and i t
h l be b d d interpreted by
t db
representing them on a map!
• Spatial distribution
distribution,
• Spatiotemporal evolution,
• etc.

05/11/2009 Geospatial Business Intelligence 5

05/11/2009 Geospatial Business Intelligence 6

Pentaho
• Kettle : ETL / Data Integration
• Mondrian : OLAP Server
• End-User Applications:
– Pentaho Reporting
– CDF (Community Dashboard Framework)
– Weka for Data Mining
DATA
SOURCES MDX
ETL End‐User Applications
E d U A li i

flat files
Data
BDMS
Warehouse (
(OLAP)
)

sensors

CDF

05/11/2009 Geospatial Business Intelligence 7

Based on Pentaho components ...
p
provides a complete open
source Geo-BI software stack:

_

_

_

05/11/2009 Geospatial Business Intelligence 8

Spatialytics.com
• :

─ leads and sponsors all of its core open source
Geo-BI projects, available at

─ provides services :
•professional support
•training
i i
•consulting
•project development
•…

05/11/2009 Geospatial Business Intelligence 9

QUESTIONS ?

Thank you and I am available for demos!

Contact info:

Luc Vaillancourt, Spatialytics CEO lvaillancourt@spatialytics.com @l_vaillancourt

Thierry Badard Spatialytics CTO
Badard, tbadard@spatialytics.com
tb d d@ ti l ti @tbadard
@tb d d

Spatialytics.COM @spatialytics
WWW
Spatialytics.ORG

05/11/2009 Geospatial Business Intelligence 10

The document discusses geospatial business intelligence (GeoBI), including its definition, architectures, open source solutions, and outlook. Specifically, it defines GeoBI as bringing maps and geospatial analysis tools into BI systems to fully analyze spatial dimensions in corporate data. It presents open source GeoBI solutions like GeoKettle and GeoMondrian, describing their roles in extracting, transforming, loading, and analyzing geospatial data in BI systems.

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My slides at Nordic Testing Days 6.6.2024 Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.

June Patch Tuesday

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Ivanti’s Patch Tuesday breakdown goes beyond patching your applications and brings you the intelligence and guidance needed to prioritize where to focus your attention first. Catch early analysis on our Ivanti blog, then join industry expert Chris Goettl for the Patch Tuesday Webinar Event. There we’ll do a deep dive into each of the bulletins and give guidance on the risks associated with the newly-identified vulnerabilities.

Full-RAG: A modern architecture for hyper-personalization

Zilliz

Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.

Essentials of Automations: The Art of Triggers and Actions in FME

Safe Software

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Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API? Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose? Which one is cheapest? Which one is fastest? Which one will scale to meet our needs? Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!

HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU

panagenda

Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/ DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen! Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell. Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten. Diese Themen werden behandelt - Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten - Wie funktionieren CCB- und CCX-Lizenzen wirklich? - Verstehen des DLAU-Tools und wie man es am besten nutzt - Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw. - Praxisbeispiele und Best Practices zum sofortigen Umsetzen

TrustArc Webinar - 2024 Global Privacy Survey

TrustArc

How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024? In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores. See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe. This webinar will review: - The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey - The top challenges for privacy leaders, practitioners, and organizations in 2024 - Key themes to consider in developing and maintaining your privacy program

Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack

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HCL Notes and Domino License Cost Reduction in the World of DLAU

panagenda

Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/ The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this! We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model. Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward. These topics will be covered - Reducing license cost by finding and fixing misconfigurations and superfluous accounts - How do CCB and CCX licenses really work? - Understanding the DLAU tool and how to best utilize it - Tips for common problem areas, like team mailboxes, functional/test users, etc - Practical examples and best practices to implement right away

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Open Source Geospatial Business Intelligence (Geo-BI)

1. Open Source Geospatial Business Intelligence p g (Geo-BI) By Dr. Thierry Badard, CTO CLLAP 2009, Quebec City Canada – November 5th, 2009 2009 City, 05/11/2009 Geospatial Business Intelligence 1

2. What is Business Intelligence ( ) g (BI)? • As you probably know : – Business Intelligence applications are usually used to better understand historical, current and future aspects of business operations in a company. – The applications typically offer ways to mine database- and spreadsheet-centric data, and produce graphical table-based and other types of graphical, table based analytics regarding business operations. – They support the decision process and allow to take more informed decision! 05/11/2009 Geospatial Business Intelligence 2

3. 05/11/2009 Geospatial Business Intelligence 3

4. Business Intelligence applications g pp • Rely on an architecture with complex components and applications: – ETL tools & data warehousing g – On-line Analytical Processing (OLAP) servers and clients – Reporting tools & dashboards – Data mining DATA BI TECHNOLOGY ARCHITECTURE SOURCES MDX ETL End‐User Applications BDMS flat files Data Warehouse (OLAP) sensors 05/11/2009 Geospatial Business Intelligence 4

5. What is Geospatial BI? p • Geospatial BI adds maps and spatial analysis ! • Why ? – Because … “About eighty percent of all data stored in corporate databases has a spatial component” [Franklin 1992] – Enable the exploration of spatial relations between data • To take into account all aspects of data • And then make more informed decisions –S Some phenomena can only b observed and i t h l be b d d interpreted by t db representing them on a map! • Spatial distribution distribution, • Spatiotemporal evolution, • etc. 05/11/2009 Geospatial Business Intelligence 5

6. 05/11/2009 Geospatial Business Intelligence 6

7. Pentaho • Kettle : ETL / Data Integration • Mondrian : OLAP Server • End-User Applications: – Pentaho Reporting – CDF (Community Dashboard Framework) – Weka for Data Mining DATA SOURCES MDX ETL End‐User Applications E d U A li i flat files Data BDMS Warehouse ( (OLAP) ) sensors CDF 05/11/2009 Geospatial Business Intelligence 7

8. Based on Pentaho components ... p provides a complete open source Geo-BI software stack: _ _ _ 05/11/2009 Geospatial Business Intelligence 8

9. Spatialytics.com • : ─ leads and sponsors all of its core open source Geo-BI projects, available at ─ provides services : •professional support •training i i •consulting •project development •… 05/11/2009 Geospatial Business Intelligence 9

10. QUESTIONS ? Thank you and I am available for demos! Contact info: Luc Vaillancourt, Spatialytics CEO lvaillancourt@spatialytics.com @l_vaillancourt Thierry Badard Spatialytics CTO Badard, tbadard@spatialytics.com tb d d@ ti l ti @tbadard @tb d d Spatialytics.COM @spatialytics WWW Spatialytics.ORG 05/11/2009 Geospatial Business Intelligence 10

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