Provides information about the architecture for a Health Spatial Data Infrastructure, example of a grassroots efforts Application Program Interface (API) to share COVID data, connected to an open source client MapStore hosted in Amazon S3.
The presentation will provide the architecture and tricks to make available a low cost simple mapping capability for a rich geospatial web dashboard that can be used to track COVID-19. The dashboard is based on the open source MapStore Framework https://github.com/geosolutions-it/MapStore2. It interacts with an external API, following a distributed web architecture principle, and it has been deployed in an Amazon S3 bucket (https://www.covidtrackingmap.com/).
Interoperability and Standards for Disaster Risk ManagementLuis Bermudez
Presentation at the Strengthening Disaster Risk Reduction across the Americas: A Regional Summit on the Contribution of Earth Observations - https://disasters.nasa.gov/argentina-summit-2017
Setting up and testing NSG and DGIWG Profiles Luis Bermudez
This document provides an overview of setting up and testing National System for Geospatial Intelligence (NSG) and DGIWG profiles based on Open Geospatial Consortium (OGC) standards. It discusses NSG profiles for GeoPackage, WMS, WMTS and WFS standards and highlights from implementing compliance tests. It also describes the OGC validation tools and process for certifying compliance with OGC standards.
BigDataEurope @BDVA Summit2016 1: The BDE PlatformBigData_Europe
The document discusses the Big Data Integrator (BDI) platform, a one-stop solution for big and smart data management developed by the BigDataEurope project. The BDI is a flexible, generic platform that supports a variety of big data components through its Docker-based architecture. It addresses requirements from multiple stakeholders and goes beyond existing solutions by incorporating semantic capabilities and enabling easy deployment of customized data pipelines. A demo of the BDI platform shows how different big data stacks can be deployed through its user-friendly interfaces.
BDE-SC6 Hangout - “Insight into Virtual Currency Ecosystems”BigData_Europe
Third SC6 webinar was held on 16 February 2017. It was organised by the Consortium of Social Science Data Archives (CESSDA) from Norway and the Semantic Web Company (SWC) from Austria. Theme of the webinar was “Insight into Virtual Currency Ecosystems” presented by Dr. Bernhard Haslhofer, Data Scientist at the Austrian Institute of Technology.
GLOSIS vision | GSP Soil Data Facility, ISRIC - Bas KempenExternalEvents
This document provides an overview of the Global Soil Information System (GloSIS) being implemented from 2017-2020. GloSIS aims to create a federated system that brings together soil data from various national and institutional sources according to common standards. It will include a domain model, data exchange protocols, reference nodes for hosting data, and a discovery hub. A key goal is also establishing national soil information systems through the CountrySIS program to encourage more sources to participate. The implementation is proceeding through developing technical specifications, piloting the system, and providing support and guidelines to establish decentralized nodes and increase global soil data interoperability and sharing. Challenges include limited funding and voluntary contributions as well as engaging more countries
2016 urisa track: nhd hydro linked data registery by michael tinkerGIS in the Rockies
Michael Tinker presented on using ScienceBase and linked data to share hydrological event data beyond the standard USGS point event domains currently included in the National Hydrography Dataset (NHD). ScienceBase allows users to store and share hydro linked data in communities, generates web services, and honors FGDC-compliant metadata. A pilot project used ScienceBase to model a hydro linked data community for sharing events in the Lower Colorado River System beyond what is contained in the NHD. ScienceBase offers benefits like web services, metadata, and a place to store and share NHD hydro linked data with downstream applications.
The presentation will provide the architecture and tricks to make available a low cost simple mapping capability for a rich geospatial web dashboard that can be used to track COVID-19. The dashboard is based on the open source MapStore Framework https://github.com/geosolutions-it/MapStore2. It interacts with an external API, following a distributed web architecture principle, and it has been deployed in an Amazon S3 bucket (https://www.covidtrackingmap.com/).
Interoperability and Standards for Disaster Risk ManagementLuis Bermudez
Presentation at the Strengthening Disaster Risk Reduction across the Americas: A Regional Summit on the Contribution of Earth Observations - https://disasters.nasa.gov/argentina-summit-2017
Setting up and testing NSG and DGIWG Profiles Luis Bermudez
This document provides an overview of setting up and testing National System for Geospatial Intelligence (NSG) and DGIWG profiles based on Open Geospatial Consortium (OGC) standards. It discusses NSG profiles for GeoPackage, WMS, WMTS and WFS standards and highlights from implementing compliance tests. It also describes the OGC validation tools and process for certifying compliance with OGC standards.
BigDataEurope @BDVA Summit2016 1: The BDE PlatformBigData_Europe
The document discusses the Big Data Integrator (BDI) platform, a one-stop solution for big and smart data management developed by the BigDataEurope project. The BDI is a flexible, generic platform that supports a variety of big data components through its Docker-based architecture. It addresses requirements from multiple stakeholders and goes beyond existing solutions by incorporating semantic capabilities and enabling easy deployment of customized data pipelines. A demo of the BDI platform shows how different big data stacks can be deployed through its user-friendly interfaces.
BDE-SC6 Hangout - “Insight into Virtual Currency Ecosystems”BigData_Europe
Third SC6 webinar was held on 16 February 2017. It was organised by the Consortium of Social Science Data Archives (CESSDA) from Norway and the Semantic Web Company (SWC) from Austria. Theme of the webinar was “Insight into Virtual Currency Ecosystems” presented by Dr. Bernhard Haslhofer, Data Scientist at the Austrian Institute of Technology.
GLOSIS vision | GSP Soil Data Facility, ISRIC - Bas KempenExternalEvents
This document provides an overview of the Global Soil Information System (GloSIS) being implemented from 2017-2020. GloSIS aims to create a federated system that brings together soil data from various national and institutional sources according to common standards. It will include a domain model, data exchange protocols, reference nodes for hosting data, and a discovery hub. A key goal is also establishing national soil information systems through the CountrySIS program to encourage more sources to participate. The implementation is proceeding through developing technical specifications, piloting the system, and providing support and guidelines to establish decentralized nodes and increase global soil data interoperability and sharing. Challenges include limited funding and voluntary contributions as well as engaging more countries
2016 urisa track: nhd hydro linked data registery by michael tinkerGIS in the Rockies
Michael Tinker presented on using ScienceBase and linked data to share hydrological event data beyond the standard USGS point event domains currently included in the National Hydrography Dataset (NHD). ScienceBase allows users to store and share hydro linked data in communities, generates web services, and honors FGDC-compliant metadata. A pilot project used ScienceBase to model a hydro linked data community for sharing events in the Lower Colorado River System beyond what is contained in the NHD. ScienceBase offers benefits like web services, metadata, and a place to store and share NHD hydro linked data with downstream applications.
Slides of the paper presented at #COLD2014 available at http://ceur-ws.org/Vol-1264/cold2014_AtemezingT.pdf, on building a Linked-data Visualization Wizard.
This document discusses Danaos' use of BigDataStack data services for real-time shipping data. It describes how streaming data is handled at the edge and within the data center using Complex Event Processing (CEP). It also discusses how Danaos utilizes a CEP-integrated LXS database, a seamless component for single access to data, and a data skipping technique to improve query performance. The document recaps how these services enable predictive maintenance, data quality assessment, and an integrated Danaos platform for real-time shipping data analytics.
GOKb: The Global Open Knowledgebase (ICEDIS 2013)GOKb Project
GOKb is a freely available community-managed data repository that will contain key publication information about electronic resources such as publishers, content providers, and libraries. It aims to represent electronic resource data throughout the supply chain. The repository is funded by grants and enters Phase II in 2014, allowing for expanded functionality and new partners to contribute and access standardized data.
SC7 Hangout 3: Architecture of the BDE Pilot for Secure SocietiesBigData_Europe
This document describes the architecture of a pilot for secure societies that uses big data techniques. It involves workflows for event detection, change detection, and a common workflow. The event detection workflow crawls news, uses Cassandra to store items, detects events using Spark, and performs location enrichment. The change detection workflow aggregates images, detects changes using Spark, and clusters changes. The common workflow converts data to RDF using GeoTriples, stores and queries data using Strabon and SemaGrow, and includes a user interface called Sextant.
FIWARE Wednesday Webinars - FIWARE Building the FutureFIWARE
FIWARE Building the Future - 3 June 2020
Corresponding webinar recording: https://youtu.be/REoJA7yxJ_0
An in-depth look at where FIWARE is going next and integrates with blockchain and distributed ledger technologies, Artificial Intelligence or Robotics.
Chapter: Cross-Domain
Difficulty: 2
Audience: Any Technical
Presenter: Juanjo Hierro (CTO, FIWARE Foundation
The document discusses the EUDAT project's Data Preservation Service Area and its achievements and future plans. It summarizes that initially the service lacked metadata management, clear workflows, high-level data policies, and integration with EUDAT's Common Data Infrastructure (CDI). It is now producing features like the Data Policy Manager (DPM) for high-level data policies, improved authentication, and better documentation. Planned future work includes extending DPM's data policies, integrating a centralized PID registry, and improving metadata management, knowledge management, and interoperability. The objective is to improve DPM metadata, the PID catalog, and support FAIR data principles.
Esri Geoportal Server is an open source product that enables discovery and use of geospatial resources like datasets, rasters, and web services. It helps organizations manage and publish metadata for their geospatial resources so users can discover and connect to those resources. Geoportal Server supports standards-based clearinghouse and metadata discovery applications to make geospatial resources more accessible for improved discovery, use, and collaboration.
FIWARE Wednesday Webinars - FIWARE Vision and Value PropositionFIWARE
FIWARE Vision and Value Proposition - 20th May 2020
Corresponding webinar recording: https://youtu.be/7ZMUYEWD1gw
A broad overview of the value proposition of FIWARE and its position in a Smart Digital Future.
Chapter: Fundamentals
Difficulty: 1
Audience: Anyone
Presenter: Juanjo Hierro (CTO, FIWARE Foundation)
OGF Standards Overview - Globus World 2013Alan Sill
The document discusses the Open Grid Forum (OGF), an organization that develops standards for distributed computing including cloud and grid computing. It provides an overview of OGF's history, standards, and engagement with other standards bodies. Key points include:
1) OGF has developed many standards that form the basis for major science and business distributed computing including for resource management, data transfer, and service agreements.
2) OGF actively collaborates with other standards organizations through cooperative agreements and events like the Cloud Plugfest to promote interoperability.
3) OGF standards see significant adoption and are used in large-scale infrastructures worldwide like the Worldwide LHC Computing Grid which utilizes over 450,000 CPU
CPaaS.io Y1 Review Meeting - Holistic Data ManagementStephan Haller
Data management and governance aspects of the CPaaS.io platform as presented at the first year review meeting in Tokyo on October 5, 2017.
Disclaimer:
This document has been produced in the context of the CPaaS.io project which is jointly funded by the European Commission (grant agreement n° 723076) and NICT from Japan (management number 18302). All information provided in this document is provided "as is" and no guarantee or warranty is given that the information is fit for any particular purpose. The user thereof uses the information at its sole risk and liability. For the avoidance of all doubts, the European Commission and NICT have no liability in respect of this document, which is merely representing the view of the project consortium. This document is subject to change without notice.
Data Con LA 2018 - Big Data as a Service: Running Elasticsearch on Pure by Br...Data Con LA
Big Data as a Service: Running Elasticsearch on Pure by Brian Gold, Founding Member, FlashBlade, PureStorage
As organizations look to scale their use of modern analytics, the traditional deployment model of these tools has become a drag on productivity. Existing big-data architectures typically run on fixed sets of server instances with tightly coupled storage. While originally designed for scalability, these rigid environments cause server sprawl and increase time-to-deployment.
Building Pinterest Real-Time Ads Platform Using Kafka Streams confluent
Building Pinterest Real-Time Ads Platform Using Kafka Streams (Liquan Pei + Boyang Chen, Pinterest) Kafka Summit SF 2018
In this talk, we are sharing the experience of building Pinterest’s real-time Ads Platform utilizing Kafka Streams. The real-time budgeting system is the most mission-critical component of the Ads Platform as it controls how each ad is delivered to maximize user, advertiser and Pinterest value. The system needs to handle over 50,000 queries per section (QPS) impressions, requires less than five seconds of end-to-end latency and recovers within five minutes during outages. It also needs to be scalable to handle the fast growth of Pinterest’s ads business.
The real-time budgeting system is composed of real-time stream-stream joiner, real-time spend aggregator and a spend predictor. At Pinterest’s scale, we need to overcome quite a few challenges to make each component work. For example, the stream-stream joiner needs to maintain terabyte size state while supporting fast recovery, and the real-time spend aggregator needs to publish to thousands of ads servers while supporting over one million read QPS. We choose Kafka Streams as it provides milliseconds latency guarantee, scalable event-based processing and easy-to-use APIs. In the process of building the system, we performed tons of tuning to RocksDB, Kafka Producer and Consumer, and pushed several open source contributions to Apache Kafka. We are also working on adding a remote checkpoint for Kafka Streams state to reduce the time of code start when adding more machines to the application. We believe that our experience can be beneficial to people who want to build real-time streaming solutions at large scale and deeply understand Kafka Streams.
FIWARE IoT Agents Webinar - 3rd April 2019
Corresponding webinar recording: https://youtu.be/my6Kgiqx-OM
Chapter: IoT Agents
Difficulty: 1
Audience: Any Technical
How to connect IoT Devices to the Context Broker using an IoT Agent. How to ensure your device is FIWARE Ready.
Big Data Expo 2015 - Gigaspaces Making Sense of it allBigDataExpo
NOSQL are often limited in the type of queries that they can support due to the distributed nature of the data. In this session we would learn patterns on how we can overcome this limitation and combine multiple query semantics with NoSQL based engines. We will demonstrate specifically a combination of key/value, SQL like, Document model and Graph based queries as well as more advanced topic such as handling partial update and query through projection. We will also demonstrate how we can create a mash-up between those API's i.e. write fast through Key/Value API and execute complex queries on that same data through SQL query.
T6.6 Sensitive Data Activities - Abdulrahman Azab
University of Oslo
Presented : at OpenAIRE - EOSC-hub webinar “Data Privacy and Sensitive Data Services” https://www.openaire.eu/item/openaire-eosc-hub-webinar-data-privacy-and-sensitive-data-services
Spatial Data Infrastructure Best Practices with GeoNodeSebastian Benthall
The document discusses GeoNode, an open source software project that aims to build a next generation Spatial Data Infrastructure (SDI) based on best practices from modern web services. Some key points:
- GeoNode aims to make uploading, sharing, and working with spatial data as easy as blogging by reducing barriers to participation.
- It aligns incentives for contribution and use through features like user profiles, reputation systems, and ability to style and share maps.
- The software implements open standards and APIs to make data accessible and allow other applications to integrate.
Dotted Eyes - Open Software, Standards and DataDotted Eyes
Dotted Eyes is a UK-based spatial solutions provider with over 20 years of experience. They take a solution-led approach, focusing on open software, standards and data to provide tailored solutions that best meet customers' requirements. Case studies show how open solutions can help keep transport maps up to date for events and provide a cost-effective hosted application for contractor data analysis.
EDINA is a national data center in the UK that delivers geospatial data and services using open standards and open source software. It provides access to collections like Digimap and OpenBoundaries through web mapping applications and data downloads. EDINA uses open standards like OGC and open source software from OSGeo projects to build interoperable and resilient systems while reducing costs. This hybrid approach provides flexible and innovative services to users while meeting the needs of funders.
Slides of the paper presented at #COLD2014 available at http://ceur-ws.org/Vol-1264/cold2014_AtemezingT.pdf, on building a Linked-data Visualization Wizard.
This document discusses Danaos' use of BigDataStack data services for real-time shipping data. It describes how streaming data is handled at the edge and within the data center using Complex Event Processing (CEP). It also discusses how Danaos utilizes a CEP-integrated LXS database, a seamless component for single access to data, and a data skipping technique to improve query performance. The document recaps how these services enable predictive maintenance, data quality assessment, and an integrated Danaos platform for real-time shipping data analytics.
GOKb: The Global Open Knowledgebase (ICEDIS 2013)GOKb Project
GOKb is a freely available community-managed data repository that will contain key publication information about electronic resources such as publishers, content providers, and libraries. It aims to represent electronic resource data throughout the supply chain. The repository is funded by grants and enters Phase II in 2014, allowing for expanded functionality and new partners to contribute and access standardized data.
SC7 Hangout 3: Architecture of the BDE Pilot for Secure SocietiesBigData_Europe
This document describes the architecture of a pilot for secure societies that uses big data techniques. It involves workflows for event detection, change detection, and a common workflow. The event detection workflow crawls news, uses Cassandra to store items, detects events using Spark, and performs location enrichment. The change detection workflow aggregates images, detects changes using Spark, and clusters changes. The common workflow converts data to RDF using GeoTriples, stores and queries data using Strabon and SemaGrow, and includes a user interface called Sextant.
FIWARE Wednesday Webinars - FIWARE Building the FutureFIWARE
FIWARE Building the Future - 3 June 2020
Corresponding webinar recording: https://youtu.be/REoJA7yxJ_0
An in-depth look at where FIWARE is going next and integrates with blockchain and distributed ledger technologies, Artificial Intelligence or Robotics.
Chapter: Cross-Domain
Difficulty: 2
Audience: Any Technical
Presenter: Juanjo Hierro (CTO, FIWARE Foundation
The document discusses the EUDAT project's Data Preservation Service Area and its achievements and future plans. It summarizes that initially the service lacked metadata management, clear workflows, high-level data policies, and integration with EUDAT's Common Data Infrastructure (CDI). It is now producing features like the Data Policy Manager (DPM) for high-level data policies, improved authentication, and better documentation. Planned future work includes extending DPM's data policies, integrating a centralized PID registry, and improving metadata management, knowledge management, and interoperability. The objective is to improve DPM metadata, the PID catalog, and support FAIR data principles.
Esri Geoportal Server is an open source product that enables discovery and use of geospatial resources like datasets, rasters, and web services. It helps organizations manage and publish metadata for their geospatial resources so users can discover and connect to those resources. Geoportal Server supports standards-based clearinghouse and metadata discovery applications to make geospatial resources more accessible for improved discovery, use, and collaboration.
FIWARE Wednesday Webinars - FIWARE Vision and Value PropositionFIWARE
FIWARE Vision and Value Proposition - 20th May 2020
Corresponding webinar recording: https://youtu.be/7ZMUYEWD1gw
A broad overview of the value proposition of FIWARE and its position in a Smart Digital Future.
Chapter: Fundamentals
Difficulty: 1
Audience: Anyone
Presenter: Juanjo Hierro (CTO, FIWARE Foundation)
OGF Standards Overview - Globus World 2013Alan Sill
The document discusses the Open Grid Forum (OGF), an organization that develops standards for distributed computing including cloud and grid computing. It provides an overview of OGF's history, standards, and engagement with other standards bodies. Key points include:
1) OGF has developed many standards that form the basis for major science and business distributed computing including for resource management, data transfer, and service agreements.
2) OGF actively collaborates with other standards organizations through cooperative agreements and events like the Cloud Plugfest to promote interoperability.
3) OGF standards see significant adoption and are used in large-scale infrastructures worldwide like the Worldwide LHC Computing Grid which utilizes over 450,000 CPU
CPaaS.io Y1 Review Meeting - Holistic Data ManagementStephan Haller
Data management and governance aspects of the CPaaS.io platform as presented at the first year review meeting in Tokyo on October 5, 2017.
Disclaimer:
This document has been produced in the context of the CPaaS.io project which is jointly funded by the European Commission (grant agreement n° 723076) and NICT from Japan (management number 18302). All information provided in this document is provided "as is" and no guarantee or warranty is given that the information is fit for any particular purpose. The user thereof uses the information at its sole risk and liability. For the avoidance of all doubts, the European Commission and NICT have no liability in respect of this document, which is merely representing the view of the project consortium. This document is subject to change without notice.
Data Con LA 2018 - Big Data as a Service: Running Elasticsearch on Pure by Br...Data Con LA
Big Data as a Service: Running Elasticsearch on Pure by Brian Gold, Founding Member, FlashBlade, PureStorage
As organizations look to scale their use of modern analytics, the traditional deployment model of these tools has become a drag on productivity. Existing big-data architectures typically run on fixed sets of server instances with tightly coupled storage. While originally designed for scalability, these rigid environments cause server sprawl and increase time-to-deployment.
Building Pinterest Real-Time Ads Platform Using Kafka Streams confluent
Building Pinterest Real-Time Ads Platform Using Kafka Streams (Liquan Pei + Boyang Chen, Pinterest) Kafka Summit SF 2018
In this talk, we are sharing the experience of building Pinterest’s real-time Ads Platform utilizing Kafka Streams. The real-time budgeting system is the most mission-critical component of the Ads Platform as it controls how each ad is delivered to maximize user, advertiser and Pinterest value. The system needs to handle over 50,000 queries per section (QPS) impressions, requires less than five seconds of end-to-end latency and recovers within five minutes during outages. It also needs to be scalable to handle the fast growth of Pinterest’s ads business.
The real-time budgeting system is composed of real-time stream-stream joiner, real-time spend aggregator and a spend predictor. At Pinterest’s scale, we need to overcome quite a few challenges to make each component work. For example, the stream-stream joiner needs to maintain terabyte size state while supporting fast recovery, and the real-time spend aggregator needs to publish to thousands of ads servers while supporting over one million read QPS. We choose Kafka Streams as it provides milliseconds latency guarantee, scalable event-based processing and easy-to-use APIs. In the process of building the system, we performed tons of tuning to RocksDB, Kafka Producer and Consumer, and pushed several open source contributions to Apache Kafka. We are also working on adding a remote checkpoint for Kafka Streams state to reduce the time of code start when adding more machines to the application. We believe that our experience can be beneficial to people who want to build real-time streaming solutions at large scale and deeply understand Kafka Streams.
FIWARE IoT Agents Webinar - 3rd April 2019
Corresponding webinar recording: https://youtu.be/my6Kgiqx-OM
Chapter: IoT Agents
Difficulty: 1
Audience: Any Technical
How to connect IoT Devices to the Context Broker using an IoT Agent. How to ensure your device is FIWARE Ready.
Big Data Expo 2015 - Gigaspaces Making Sense of it allBigDataExpo
NOSQL are often limited in the type of queries that they can support due to the distributed nature of the data. In this session we would learn patterns on how we can overcome this limitation and combine multiple query semantics with NoSQL based engines. We will demonstrate specifically a combination of key/value, SQL like, Document model and Graph based queries as well as more advanced topic such as handling partial update and query through projection. We will also demonstrate how we can create a mash-up between those API's i.e. write fast through Key/Value API and execute complex queries on that same data through SQL query.
T6.6 Sensitive Data Activities - Abdulrahman Azab
University of Oslo
Presented : at OpenAIRE - EOSC-hub webinar “Data Privacy and Sensitive Data Services” https://www.openaire.eu/item/openaire-eosc-hub-webinar-data-privacy-and-sensitive-data-services
Spatial Data Infrastructure Best Practices with GeoNodeSebastian Benthall
The document discusses GeoNode, an open source software project that aims to build a next generation Spatial Data Infrastructure (SDI) based on best practices from modern web services. Some key points:
- GeoNode aims to make uploading, sharing, and working with spatial data as easy as blogging by reducing barriers to participation.
- It aligns incentives for contribution and use through features like user profiles, reputation systems, and ability to style and share maps.
- The software implements open standards and APIs to make data accessible and allow other applications to integrate.
Dotted Eyes - Open Software, Standards and DataDotted Eyes
Dotted Eyes is a UK-based spatial solutions provider with over 20 years of experience. They take a solution-led approach, focusing on open software, standards and data to provide tailored solutions that best meet customers' requirements. Case studies show how open solutions can help keep transport maps up to date for events and provide a cost-effective hosted application for contractor data analysis.
EDINA is a national data center in the UK that delivers geospatial data and services using open standards and open source software. It provides access to collections like Digimap and OpenBoundaries through web mapping applications and data downloads. EDINA uses open standards like OGC and open source software from OSGeo projects to build interoperable and resilient systems while reducing costs. This hybrid approach provides flexible and innovative services to users while meeting the needs of funders.
EDINA is a national data center in the UK that delivers geospatial data and services using open standards and open source software. It provides access to collections like Digimap and OpenBoundaries through web mapping applications and data downloads. EDINA uses open standards like OGC and open source software from projects in OSGeo to build robust and interoperable systems while reducing costs and increasing flexibility.
Open Data Portals: 9 Solutions and How they CompareSafe Software
Get a comparison of CKAN, Socrata, ArcGIS Open Data and other top open data solutions. Plus get answers to best practice questions such as: Which datasets are important to share? What are the approximate costs? Which file formats should the data be shared in? How often should the data get updated? And overall, how can we ensure success with our open data portal?
Introduction to Big Data Analytics: Batch, Real-Time, and the Best of Both Wo...WSO2
In this webinar, Srinath Perera, director of research at WSO2, will discuss
Big data landscape: concepts, use cases, and technologies
Real-time analytics with WSO2 CEP
Batch analytics with WSO2 BAM
Combining batch and real-time analytics
Introducing WSO2 Machine Learner
Advancing open source geospatial software for the do d ic edward pickle openg...Joshua L. Davis
The document discusses OpenGeo, an open source geospatial software company. It summarizes OpenGeo's products and services, including the OpenGeo Suite which bundles several open source geospatial projects. It also discusses how OpenGeo software is being used by organizations for mapping, visualization, and publishing geospatial data.
NIIT and Denodo: Business Continuity Planning in the times of the Covid-19 Pa...Denodo
Watch: https://bit.ly/349QjYr
Currently, the most common Analytical Solutions are implemented on large scalable ecosystems which involve massive Data Lakes and Data Warehouses. These solutions take time to build and incur substantial TCO. In today’s environment we need rapid technologies, and NIIT has developed a compelling solution powered by Denodo’s Data Virtualization and Data Catalog.
Rethink Your 2021 Data Management Strategy with Data Virtualization (ASEAN)Denodo
Watch full webinar here: https://bit.ly/2O2r3NP
In the last several decades, BI has evolved from large, monolithic implementations controlled by IT to orchestrated sets of smaller, more agile capabilities that include visual-based data discovery and governance. These new capabilities provide more democratic analytics accessibility that is increasingly being controlled by business users. However, given the rapid advancements in emerging technologies such as cloud and big data systems and the fast changing business requirements, creating a future-proof data management strategy is an incredibly complex task.
Catch this on demand session to understand:
- BI program modernization challenges
- What is data virtualization and why is its adoption growing so quickly?
- How data virtualization works and how it compares to alternative approaches to data integration
- How modern data virtualization can significantly increase agility while reducing costs
A Key to Real-time Insights in a Post-COVID World (ASEAN)Denodo
Watch full webinar here: https://bit.ly/2EpHGyd
Presented at Data Champions, Online Asia 2020
Businesses and individuals around the world are experiencing the impact of a global pandemic. With many workers and potential shoppers still sequestered, COVID-19 is proving to have a momentous impact on the global economy. Regardless of the current situation and post-pandemic era, real-time data becomes even more critical to healthcare practitioners, business owners, government officials, and the public at large where holistic and timely information are important to make quick decisions. It enables doctors to make quick decisions about where to focus the care, business owners to alter production schedules to meet the demand, government agencies to contain the epidemic, and the public to be informed about prevention.
In this on-demand session, you will learn about the capabilities of data virtualization as a modern data integration technique and how can organisations:
- Rapidly unify information from disparate data sources to make accurate decisions and analyse data in real-time
- Build a single engine for security that provides audit and control by geographies
- Accelerate delivery of insights from your advanced analytics project
GeoNode is an open source platform for developing spatial data infrastructures (SDIs) that aims to make uploading, sharing, and working with geospatial data as easy as blogging. It provides tools for publishing, styling, and mapping data; generating metadata; allowing federated searches across datasets; and including social features to encourage participation and ensure data quality. The software is being developed through a partnership between OpenGeo and organizations like the World Bank to support disaster risk reduction efforts and build an open geospatial web.
Advanced Analytics and Machine Learning with Data VirtualizationDenodo
Watch full webinar here: https://bit.ly/32c6TnG
Advanced data science techniques, like machine learning, have proven an extremely useful tool to derive valuable insights from existing data. Platforms like Spark, and complex libraries for R, Python and Scala put advanced techniques at the fingertips of the data scientists. However, these data scientists spent most of their time looking for the right data and massaging it into a usable format. Data virtualization offers a new alternative to address these issues in a more efficient and agile way.
Attend this webinar and learn:
- How data virtualization can accelerate data acquisition and massaging, providing the data scientist with a powerful tool to complement their practice
- How popular tools from the data science ecosystem: Spark, Python, Zeppelin, Jupyter, etc. integrate with Denodo
- How you can use the Denodo Platform with large data volumes in an efficient way
- About the success McCormick has had as a result of seasoning the Machine Learning and Blockchain Landscape with data virtualization
Yugam Anand is a software architect with over 8 years of experience developing Windows and web applications. He has expertise in C#, ASP.NET, and visualization technologies like Vizrt. Some of the projects he has worked on include election sites for Tanzania and India, TV programming guides, and inventory management systems. He is looking for new opportunities in software development.
Today’s highly connected world is flooding businesses with big and fast-moving data. The ability to trawl this data ocean and identify actionable insights can deliver a competitive advantage to any organization. The WSO2 Analytics Platform enables businesses to do just that by providing batch, real-time, interactive and predictive analysis capabilities all in one place.
In this tutorial we will
* Plug in the WSO2 Analytics Platform to some common business use cases
* Showcase the numerous capabilities of the platform
* Demonstrate how to collect data, analyze, predict and communicate effectively
* Demonstrate how it can analyze integration, security and IoT scenarios
Stick around till the end and you will walk away with the necessary skills to create a winning data strategy for your organization to stay ahead of its competition.
2018 GIS in the Rockies Vendor Showcase (Wed): Sharing Spatial Data FreelyGIS in the Rockies
One of the most important roles that can be filled by mature GIS agencies is that of a data librarian. Wikipedia notes that … “The role of a librarian is continually evolving to meet social and technological needs. A modern librarian may deal with provision and maintenance of information in many formats, including: books; electronic resources; magazines; newspapers; audio and video recordings; maps; manuscripts; photographs and …” Following along with this notion Boundless believes that sharing of maps should be as free as possible to permit GIS agencies to encourage widespread use of vital data and the information that will flow from this data. This presentation will show how Boundless is using its Exchange content management system with state and local governments to accommodate the need for GIS agencies to freely share spatial data both internally and externally to any user.
BIG Data & Hadoop Applications in LogisticsSkillspeed
Explore the applications of BIG Data & Hadoop in Logistics via Skillspeed.
BIG Data & Hadoop in Logistics is a key differentiator, especially in terms of optimizing back-end operations. They are used by companies for delivery optimization, demand & inventory forecasting and simplifying distribution networks.
To get more details regarding BIG Data & Hadoop, please visit - www.SkillSpeed.com
This document contains the professional summary and experience details of Kumar R L D P Godasi. He has over 8 years of experience in development and reporting. Currently he works as a Senior Software Engineer at United Health Group where he works on projects involving big data technologies like HDFS, Spark, Hive, Pig and Sqoop. Previously he worked at Bank of America as a Reporting Analyst. He has expertise in technologies such as SQL Server, SSIS, SSRS and Tableau for reporting and ETL.
Building a Self-service Data Download Application For AZGeoSafe Software
The presenters will share there experience in designing, developing and deploying the self-service web-application built on FME server, Openlayers and Angular JS. Future enhancements to the application will be discussed as well.
The document provides a summary of Guntamukkala DaliSwamy's work experience including 9 years and 6 months of experience in Information Technology. It lists 7 projects he worked on between 2006-2022 for clients like Ness Technologies, Standard & Poor's, and Deutsche Bank. The projects involved developing web services, ALDSP services, and SONIC ESB services using technologies like Java, Spring, XML, and databases like Oracle and SQL.
Similar to Simple APIs for Health Tracking - COVID Case (20)
Plataforma de gestión de riesgos de código libre - GeoSolutionsLuis Bermudez
Presenta que es una plataforma de código abierto y libre para la gestión de riesgos, la importancia de estándares abiertos, las ventajas de código abierto y ejemplos con GeoNode y MapStore
OGC Compliance and Certification - 2019Luis Bermudez
This document discusses OGC validation tools and the process for getting OGC certified. It describes the benefits of certification such as gaining more business and others trusting your product. It provides information on how to test products using the open source TEAM Engine validation tools either online, via API, or locally. The certification process involves adding your product details to the certification portal and signing an agreement to receive the OGC compliant badge. Resources are listed for learning more about the testing and certification process.
Estándares tecnológicos para la interoperabilidad en la administración inteli...Luis Bermudez
Este documento presenta una introducción a los estándares tecnológicos de la Open Geospatial Consortium (OGC) para la interoperabilidad en la administración inteligente del territorio. Explica brevemente la evolución de la capacidad de procesamiento de datos y el desafío de la gran variedad y volumen de datos. También describe cómo los estándares OGC permiten el intercambio y la integración de datos a través de interfaces acordadas, lo que habilita la interoperabilidad y la creación de infraestructuras de datos espaciales.
Habilitando Toma de Decisiones a Través de Estándares AbiertosLuis Bermudez
Resume el trabajo realizado en el piloto del OGC (Consorcio Geospatial Abierto), en cuando a desastres. Keynote Luis Bermudez, AmeriGEO, Lima, Aug 20, 2019
Efficient use of Standards-based Interfaces and Encodings in Geospatial Intel...Luis Bermudez
Presentation provided at GEOINT 2019. This training session Provides an overview of OGC standards that have been adapted by National System for Geospatial Intelligence (NSG) specifications. It will enable GEOINT professionals to more efficiently use standards-based interfaces and encoding formats to solve geospatial problems. By equipping GEOINT professionals with the skills to identify and apply OGC standards, this training course will improve the professionals’ ability to meet challenges within their day-to-day work.
Using Blockchain in Geospatial ApplicationsLuis Bermudez
Blockchain is a digital decentralized registry of electronic transactions that are secure and verifiable. The technology is used to record cryptocurrency transactions (e.g. Bitcoin) and smart contracts as well as others; however, very little has been documented about how blockchain can be used in the context of geospatial applications. This presentation will discuss use free open geospatial standards in blockchain.
Geoint2017 training open interfaces - luis bermudezLuis Bermudez
This document discusses various open geospatial standards and interfaces for sharing geospatial data, including Web Map Service (WMS), Web Feature Service (WFS), Sensor Observation Service (SOS), Sensor Things API, and GeoPackage. It provides examples of operations for each standard, such as GetCapabilities, GetMap, and GetFeatureInfo for WMS, and describes how they can be used to access and visualize different types of geospatial data like raster maps, vector features, and sensor observations.
OGC Sensor Web Enablement SOS 2.0, SensorML and WaterMLLuis Bermudez
This document discusses the OGC Sensor Web Enablement (SWE) standards including SensorML, Observations and Measurements (O&M), WaterML, and the Sensor Observation Service (SOS). It provides an overview of these standards and their roles in representing sensor systems, observations, and time series hydrological data in an interoperable way. The key SOS operations including GetCapabilities, DescribeSensor, and GetObservation are described. Examples of deployed SOS and benefits of the standards for sensor data sharing are also mentioned.
Geospatial Data and Key Characteristics of Geospatial Data Analysis and ScienceLuis Bermudez
The growing complexity and interdisciplinarity of research and applied science questions requires the developments of standards to exchange data within continuously growing communities as well as across domains. In most domains, geo-spatial data is the fundamental base layer for data science and analysis, as the vast majority have some spatial characteristics or apply to elements in space. Using the available standards, a good level of interoperability can already be realized. Nevertheless, the increasing complexity of research questions, the growing number of available data, and the increasing range of data providers, ranging from citizen scientists to fully automated sensor networks making their data directly available at the Internet, require even richer models that need to be developed to enhance the level of interoperability.
Evolution of System Architectures: Where Do We Need to Fail Next?Luis Bermudez
Innovation requires testing and failing. Thomas Edison was right when he said "I have not failed. I've just found 10,000 ways that won't work". For innovation and improvement of standards to happen, service Architectures have to be tested and tested. Within the Open Geospatial Consortium (OGC), testing of service architectures has occurred for the last 15 years. This talk will present an evolution of these service architectures and a possible future path.
Validation of services, data and metadataLuis Bermudez
Now days organizations are making available data (e.g. vector data, rasters) via web services, that follow open standards and are easier to integrate with other data. Validation of these services is important to guarantee that clients (e.g. web portals, mobile applications) can properly discover and download the data that a user needs. Validation can also serve as curation process to improve discovery on registries [1][2] or for certification purposes [3]. This session will provide an overview and a demo of the Open Geospatial Consortium (OGC) Validation tools. The participants will understand how to invoke a test and install the tools in their own environment. The validation tools are used to test servers, data and clients. The tests can be customized to not only test implementations against OGC standards but also community profiles. The validation engine and the tests are available as open source in GitHub.
[1] ESIP Discovery Cluster Testbed: Validate and Relate Data & Services - Draft - http://commons.esipfed.org/node/406
[2] Community Inventory of EarthCube Resources for Geosciences Interoperability - http://earthcube.org/group/cinergi
[3] OCG Validation Website - http://cite.opengeospatial.org/teamengine/
Workshop on OGC Compliance at GEOBUIZ Summit 2016Luis Bermudez
Standards play an important role in ensuring quality solutions for governments and businesses around the world. However did you know that when it comes to OGC standards you can request certified compliance for those solutions? An example where this used is the standards recommended by the Geospatial Intelligence (GEOINT) Standards Working Group in the United States, which includes standards developed by the Open Geospatial Consortium (OGC). The OGC has certified hundreds of products and maintains an online database with detailed information about the products that implement and comply with OGC standards.
The workshop will provide resources and tools that are required to understand the importance and verification of OGC Compliance. Topics include:
- Benefits of acquiring OGC compliant products, as opposed to products that implement OGC standards but have not been certified as being OGC compliant
- Guidance regarding language to use in specifying requirements for OGC compliant products in software acquisition (procurement) documents
- Verification process to access that a product is compliant
- Overview of the testing and compliance procedure
- Testing community profiles
Open Geospatial Consortium and Smart CitiesLuis Bermudez
The document summarizes the work of the Open Geospatial Consortium (OGC) in developing open standards for geospatial data and applications to support smart cities. It provides examples of OGC standards and pilots including the Web Feature Service, Sensor Observation Service, Sensor Things API, and CityGML. It introduces the OGC Smart Cities Spatial Information Framework for integrating geospatial data and applications across different city domains and layers. It also discusses social aspects of smart cities and how open data and technologies can promote public services, inclusion, and quality of life.
Introducción al OGC y el Programa de ConformidadLuis Bermudez
El OGC es una organización fundada en 1994 que lidera el desarrollo de estándares geoespaciales con más de 500 miembros y 40 estándares. Su misión es fomentar la interoperabilidad geoespacial a través de un foro global que coordina a desarrolladores y usuarios. Más de la mitad de sus miembros y reuniones se encuentran en Europa gracias a un acuerdo con la Comisión Europea. El OGC ofrece certificación de productos para que las organizaciones obtengan ventajas competitivas y oportunidades de
AI 101: An Introduction to the Basics and Impact of Artificial IntelligenceIndexBug
Imagine a world where machines not only perform tasks but also learn, adapt, and make decisions. This is the promise of Artificial Intelligence (AI), a technology that's not just enhancing our lives but revolutionizing entire industries.
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
5th LF Energy Power Grid Model Meet-up SlidesDanBrown980551
5th Power Grid Model Meet-up
It is with great pleasure that we extend to you an invitation to the 5th Power Grid Model Meet-up, scheduled for 6th June 2024. This event will adopt a hybrid format, allowing participants to join us either through an online Mircosoft Teams session or in person at TU/e located at Den Dolech 2, Eindhoven, Netherlands. The meet-up will be hosted by Eindhoven University of Technology (TU/e), a research university specializing in engineering science & technology.
Power Grid Model
The global energy transition is placing new and unprecedented demands on Distribution System Operators (DSOs). Alongside upgrades to grid capacity, processes such as digitization, capacity optimization, and congestion management are becoming vital for delivering reliable services.
Power Grid Model is an open source project from Linux Foundation Energy and provides a calculation engine that is increasingly essential for DSOs. It offers a standards-based foundation enabling real-time power systems analysis, simulations of electrical power grids, and sophisticated what-if analysis. In addition, it enables in-depth studies and analysis of the electrical power grid’s behavior and performance. This comprehensive model incorporates essential factors such as power generation capacity, electrical losses, voltage levels, power flows, and system stability.
Power Grid Model is currently being applied in a wide variety of use cases, including grid planning, expansion, reliability, and congestion studies. It can also help in analyzing the impact of renewable energy integration, assessing the effects of disturbances or faults, and developing strategies for grid control and optimization.
What to expect
For the upcoming meetup we are organizing, we have an exciting lineup of activities planned:
-Insightful presentations covering two practical applications of the Power Grid Model.
-An update on the latest advancements in Power Grid -Model technology during the first and second quarters of 2024.
-An interactive brainstorming session to discuss and propose new feature requests.
-An opportunity to connect with fellow Power Grid Model enthusiasts and users.
Best 20 SEO Techniques To Improve Website Visibility In SERPPixlogix Infotech
Boost your website's visibility with proven SEO techniques! Our latest blog dives into essential strategies to enhance your online presence, increase traffic, and rank higher on search engines. From keyword optimization to quality content creation, learn how to make your site stand out in the crowded digital landscape. Discover actionable tips and expert insights to elevate your SEO game.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Digital Marketing Trends in 2024 | Guide for Staying AheadWask
https://www.wask.co/ebooks/digital-marketing-trends-in-2024
Feeling lost in the digital marketing whirlwind of 2024? Technology is changing, consumer habits are evolving, and staying ahead of the curve feels like a never-ending pursuit. This e-book is your compass. Dive into actionable insights to handle the complexities of modern marketing. From hyper-personalization to the power of user-generated content, learn how to build long-term relationships with your audience and unlock the secrets to success in the ever-shifting digital landscape.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
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
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Fueling AI with Great Data with Airbyte WebinarZilliz
This talk will focus on how to collect data from a variety of sources, leveraging this data for RAG and other GenAI use cases, and finally charting your course to productionalization.
2. GeoSolutions
World’s leader providing enterprise open source
software for geospatial
• We have supported 180 customers since 2016
• Office opened in the US in 2020
• Our team are main contributors to GeoServer, GeoNode, GeoWebCache,
MapStore and GeoNetwork
• We actively participate in OGC Working Groups and we are continuously being
funded by the OGC Innovation Program to advance open standards
4. How to integrate data in a client?
Client
Data
API, Database,
Store
Data
API, Database,
Store
Data
API, Database,
Store
Current COVID
Data NY State
Current COVID
Data MD State
Current COVID
Data CA State
Dashboard / Map
For example:
aggregating
latest data from
different
sources
5. How to integrate data in a client?
Client
Data
API, Database,
Store
Data
API, Database,
Store
Data
API, Database,
Store
• How hardcoded is this
interaction?
• Is it vendor specific?
• Is is using open standards
• How easy is to plugin a new
data source or a new
client?
6. How easy it is to achieve interoperability?
Client
Data
API, Database,
Store
Data
API, Database,
Store
Data
API, Database,
Store
• How hardcoded is this
interaction?
• Is it vendor specific?
• Is is using open standards
• How easy is to plugin a new
data source or a new
client?
7. Spatial Data Infrastructure (SDI) - System
7
Client
(Data Consumer)
Data Provider
(Web Service)
Catalog
What, where, who,
what, how, when
Who has COVID
data for the US?
Who has latest
COVID data for
the state of NY?
Get me a map of COVID status in the US
Get me the latest data for the state of NY
1
2
0
8. Spatial Data Infrastructure (SDI) - System
8
Users
Processed Data for
efficient querying and
dissemination
Raw Data
Geospatial Enabled
Data Base
(metadata, indexing)
Client
Web Server
(Open APIs,
e.g. OGC WSF,
WMS, WMTS)
Authorization/
AuthenticationNote: Catalog is
not showed any
more
9. Open Source Stack for SDI
9
Users
Processed Data for
efficient querying and
dissemination
Raw Data
PostGIS
Data Base
GeoNode
MapStore
Client
GeoServer
Web Server
Authorization/
Authentication
10. Open Source Stack for SDI
1
Users
Processed Data for
efficient querying and
dissemination
Raw Data
PostGIS
Data Base
GeoNode
MapStore
Client
GeoServer
Web Server
Authorization/
Authentication
11. Client: MapStore Open Source Web GIS
Add, select, configure
transparency of layers
Zoom Search and Query Toolbox
MapStore enables to mix
data from Google Maps,
OpenStreetMap, Bing or
others adhering to OGC
standards.
Configurable Mapping
Engine: OpenLayers,
Leaflet or Cesium
20. Based on the OGC APIs can we create one to share
data related to a pandemic event?
For cases: Positive, Negative, Deaths, Recovered ..
Ventilators,
Beds
etc.