Raster data in GeoServer and GeoTools: Achievements, issues and future devel...GeoSolutions
The purpose of this presentation is, on a side, to dissect the developments performed during last year as far as raster data support in GeoTools and GeoServer is concerned, while on the other side to introduce and discuss the future development directions.
Advancements and improvements for the management of raster mosaic and pyramids will be introduced and analyzed, as well as the latest developments for the exploitation of GDAL raster sources.
Extensive details will be provided on the latest updates for the management of multidimensional raster data used in the Remote Sensing and MetOc fields.
The presentation will also introduce and provide updates on the JAITools and ImageIO-Ext projects. JAITools provides a number of new raster data analysis operators, including powerful and fast raster algebra support. ImageIO-Ext bridges the gap across the Java world and native raster data access libraries providing high performance access to GDAL, Kakadu and other libraries.
The presentation will wrap up providing an overview of unresolved issues and challenges that still need to be addressed, suggesting tips and workarounds allowing to leverage the full potential of the systems.
Crunching Data In GeoServer: Mastering Rendering Transformations, WPS Process...GeoSolutions
This presentation will provide the attendee with an introduction to data processing in GeoServer by means of WPS, rendering transformations and SQL views, describing real applications and how these facilities were used in them.
We'll start with the basic WPS capabilities, showing how to build processing request based on existing processes and how to build new processes leveraging scripting languages, and introducing unique GeoServer integration features, showing how processing can seamlessly integrate directly in the GeoServer data sources and complement existing services.
We'll also discuss how to integrate on the fly processing in WMS requests, achieving high performance data displays without having to pre-process the data in advance, and allowing the caller to interactively choose processing parameters.
While the above shows how to make GeoServer perform the work, the processing abilities of spatial databases should not be forgotten, so we’ll show how certain classes of processing can be achieved directly in the database.
At the end the attendee will be able to easily issue WPS requests both for Vectors and Rasters to GeoServer through the WPS Demo Builder, enrich SLDs with on-the-fly rendering transformations and play with SQL views in order to create dynamic layers.
Apache Pig: Introduction, Description, Installation, Pig Latin Commands, Use, Examples, Usefulness are demonstrated in this presentation.
Tushar B. Kute
Researcher,
http://tusharkute.com
Raster data in GeoServer and GeoTools: Achievements, issues and future devel...GeoSolutions
The purpose of this presentation is, on a side, to dissect the developments performed during last year as far as raster data support in GeoTools and GeoServer is concerned, while on the other side to introduce and discuss the future development directions.
Advancements and improvements for the management of raster mosaic and pyramids will be introduced and analyzed, as well as the latest developments for the exploitation of GDAL raster sources.
Extensive details will be provided on the latest updates for the management of multidimensional raster data used in the Remote Sensing and MetOc fields.
The presentation will also introduce and provide updates on the JAITools and ImageIO-Ext projects. JAITools provides a number of new raster data analysis operators, including powerful and fast raster algebra support. ImageIO-Ext bridges the gap across the Java world and native raster data access libraries providing high performance access to GDAL, Kakadu and other libraries.
The presentation will wrap up providing an overview of unresolved issues and challenges that still need to be addressed, suggesting tips and workarounds allowing to leverage the full potential of the systems.
Crunching Data In GeoServer: Mastering Rendering Transformations, WPS Process...GeoSolutions
This presentation will provide the attendee with an introduction to data processing in GeoServer by means of WPS, rendering transformations and SQL views, describing real applications and how these facilities were used in them.
We'll start with the basic WPS capabilities, showing how to build processing request based on existing processes and how to build new processes leveraging scripting languages, and introducing unique GeoServer integration features, showing how processing can seamlessly integrate directly in the GeoServer data sources and complement existing services.
We'll also discuss how to integrate on the fly processing in WMS requests, achieving high performance data displays without having to pre-process the data in advance, and allowing the caller to interactively choose processing parameters.
While the above shows how to make GeoServer perform the work, the processing abilities of spatial databases should not be forgotten, so we’ll show how certain classes of processing can be achieved directly in the database.
At the end the attendee will be able to easily issue WPS requests both for Vectors and Rasters to GeoServer through the WPS Demo Builder, enrich SLDs with on-the-fly rendering transformations and play with SQL views in order to create dynamic layers.
Apache Pig: Introduction, Description, Installation, Pig Latin Commands, Use, Examples, Usefulness are demonstrated in this presentation.
Tushar B. Kute
Researcher,
http://tusharkute.com
Formation à l'utilisation des données OpenStreetMap.
Explication du modèle de données et du système de tags.
Extraction de données OpenStreetMap brutes ou formatées, intégration des données dans une base de données (PostGIS) et utilisation dans un SIG (QGis). Requêtes avec Overpass Turbo.
Review this presentation to learn what it means to support a spatial database, and start to see the power of answering spatial questions inside a Postgres database.
This presentation will dive into a development team’s use case for choosing MongoDB as their spatially enabled NoSQL solution. The talk will also cover how the integration of GeoServer can expand the accessibility of your data. GeoServer is the open source implementation of Open Geospatial Consortium (OGC) standards and a core component of the Geospatial Web.
Apache Pig is a high-level platform for creating programs that runs on Apache Hadoop. The language for this platform is called Pig Latin. Pig can execute its Hadoop jobs in MapReduce, Apache Tez, or Apache Spark.
Slides from my Introduction to PostGIS workshop at the FOSS4G conference in 2009. The material is available at http://revenant.ca/www/postgis/workshop/
Polyglot Persistence with MongoDB and Neo4jCorie Pollock
Learn how to enhance your application by using Neo4j and MongoDB together. Polyglot persistence is the concept of taking advantage of the strengths of different database technologies to improve functionality and enhance your application. In this webinar we will examine some use cases where it makes sense to use a document database (MongoDB) with a graph database (Neo4j) in a single application. Specifically, we will show how MongoDB can be used to provide search and browsing functionality for a product catalog while using Neo4j to provide personalized product recommendations. Finally we will look at the Neo4j Doc Manager project which facilitates syncing data from MongoDB to Neo4j to make polyglot persistence with MongoDB and Neo4j much easier.
Raster Data In GeoServer And GeoTools: Achievements, Issues And Future Develo...GeoSolutions
The purpose of this presentation is to discuss the developments during last years in raster data support in GeoTools and GeoServer, and also to introduce and discuss future development directions.
GeoServer in Production: we do it, here is how!GeoSolutions
The presentation will describe how to setup a production system based on GeoServer from the points of view of performance, availability and security. The suggestions will start covering how a single node GeoServer should be prepared for internet usage, tuning logging, connection pools, security, data and JVM preparation, keeping disk, memory and CPU usage in check within the limits of the available resources. We’ll then move to tools used to monitor the production instances, ranging from probes to request auditing and watch-dogs. Finally the presentation will cover setting up a cluster of server and the strategies for keeping them in synch, from the traditional multi-tier setup (testing vs production) to the systems that need to keep an ever evolving catalog of layers constantly on-line and in synch.
Augmented Reality Children's Book ProjectMaxie Tran
"What is Augmented Reality?"
Augmented reality (AR) is a live, direct or indirect, view of a physical, real-world environment whose elements are augmented by computer-generated sensory input such as sound, video, graphics or GPS data.
-----
"Brief"
As a team of students at Kingston University. we were tasked with exploring present innovations and industry practices in the area of Augmented Reality.
This knowledge would be used to create an interactive children’s book using an existing AR application, based on our acquired knowledge, or develop a customised one.
Taking advantage of our mixed disciplinary team we covered aspects of user experience design, interactivity, the use of animation and the gamification to make our deliverables stand out and be competitive on the market.
Formation à l'utilisation des données OpenStreetMap.
Explication du modèle de données et du système de tags.
Extraction de données OpenStreetMap brutes ou formatées, intégration des données dans une base de données (PostGIS) et utilisation dans un SIG (QGis). Requêtes avec Overpass Turbo.
Review this presentation to learn what it means to support a spatial database, and start to see the power of answering spatial questions inside a Postgres database.
This presentation will dive into a development team’s use case for choosing MongoDB as their spatially enabled NoSQL solution. The talk will also cover how the integration of GeoServer can expand the accessibility of your data. GeoServer is the open source implementation of Open Geospatial Consortium (OGC) standards and a core component of the Geospatial Web.
Apache Pig is a high-level platform for creating programs that runs on Apache Hadoop. The language for this platform is called Pig Latin. Pig can execute its Hadoop jobs in MapReduce, Apache Tez, or Apache Spark.
Slides from my Introduction to PostGIS workshop at the FOSS4G conference in 2009. The material is available at http://revenant.ca/www/postgis/workshop/
Polyglot Persistence with MongoDB and Neo4jCorie Pollock
Learn how to enhance your application by using Neo4j and MongoDB together. Polyglot persistence is the concept of taking advantage of the strengths of different database technologies to improve functionality and enhance your application. In this webinar we will examine some use cases where it makes sense to use a document database (MongoDB) with a graph database (Neo4j) in a single application. Specifically, we will show how MongoDB can be used to provide search and browsing functionality for a product catalog while using Neo4j to provide personalized product recommendations. Finally we will look at the Neo4j Doc Manager project which facilitates syncing data from MongoDB to Neo4j to make polyglot persistence with MongoDB and Neo4j much easier.
Raster Data In GeoServer And GeoTools: Achievements, Issues And Future Develo...GeoSolutions
The purpose of this presentation is to discuss the developments during last years in raster data support in GeoTools and GeoServer, and also to introduce and discuss future development directions.
GeoServer in Production: we do it, here is how!GeoSolutions
The presentation will describe how to setup a production system based on GeoServer from the points of view of performance, availability and security. The suggestions will start covering how a single node GeoServer should be prepared for internet usage, tuning logging, connection pools, security, data and JVM preparation, keeping disk, memory and CPU usage in check within the limits of the available resources. We’ll then move to tools used to monitor the production instances, ranging from probes to request auditing and watch-dogs. Finally the presentation will cover setting up a cluster of server and the strategies for keeping them in synch, from the traditional multi-tier setup (testing vs production) to the systems that need to keep an ever evolving catalog of layers constantly on-line and in synch.
Augmented Reality Children's Book ProjectMaxie Tran
"What is Augmented Reality?"
Augmented reality (AR) is a live, direct or indirect, view of a physical, real-world environment whose elements are augmented by computer-generated sensory input such as sound, video, graphics or GPS data.
-----
"Brief"
As a team of students at Kingston University. we were tasked with exploring present innovations and industry practices in the area of Augmented Reality.
This knowledge would be used to create an interactive children’s book using an existing AR application, based on our acquired knowledge, or develop a customised one.
Taking advantage of our mixed disciplinary team we covered aspects of user experience design, interactivity, the use of animation and the gamification to make our deliverables stand out and be competitive on the market.
GeoServer for Spatio-temporal Data Handling With Examples For MetOc And Remot...GeoSolutions
This presentation will provide detailed information on how to ingest and configure SpatioTemporal in GeoServer to be served using OGC services, with examples from WMS and WCS services.
Topics covered are as follows:
- Discussion over existing data formats and how to preprocess them for best serving with GeoServer
- Configuring SpatioTemporal raster and vector data in GeoServer
- Serving SpatioTemporal raster and vector data with OGC Services
- Tips and techniques to optimize performance and allow maximum exploitation of the available data
The attendees will be provided with the basic knowledge needed to preprocess and ingest the most common spatiotemporal data from the MetOc and Remote Sensing field for serving via GeoServer.
GeoServer, an introduction for beginnersGeoSolutions
This presentation will provide an introduction to the GeoServer project and its abilities to publish data with a mix of well known OGC protocols and other pupolar protocol and data formats, including:
* Setting up vector and raster data from the GeoServer administration control
* Publishing data via WMS, WFS and WCS
* Styling layers using desktop tools, with a carousel of GeoServer mapping abilities
* Tile caching with WMTS
* Moving to data processing with WPS
* Brief introduction to security
GeoServer an introduction for beginnersGeoSolutions
This presentation will provide an introduction to the GeoServer project and its abilities to publish data with a mix of well-known OGC protocols and other popular protocols and data formats.
GeoServer The Open Source Solution for the interoperable management of geos...GeoSolutions
GeoServer is an open source geo-spatial server written in Java, following the common Java Enterprise practices, allowing for the handling, distribution and analysis of geospatial data.
GeoServer allows to distribute, handle and analyses data using the most widely accepted OGC standards (WMS, WFS, WCS and WPS), without forgetting specific extensions for a transparent interacting with clients such as Google Earth and commercial software in general, and providing support for the now common protocols based on REST and GeoJSON for the distribution of simple vector based data.
The presentation will give the audience an exhaustive introduction to the GeoServer functionalities for the creation of interoperable Spatial Data Infrastructures, with particular focus on the new functionalities introduced with the upcoming GeoServer 2.4 release, the WPS 1.0 spatial data analysis capabilities as well as on the level of INSPIRE Compliancy.
FOSS4G 2011 Presentation
What better way to perform geoprocessing than on a graph! And what better dataset to play with than Open Street Map!
Since we presented Neo4j Spatial at FOSS4G last year, our support for geoprocessing functions and for modeling, editing and visualization of OSM data has improved considerably. We will discuss the advantages of using a graph database for geographic data and geoprocessing, and we will demonstrate this using the amazing Open Street Map data model.
The presentation will provide an introduction to GeoServer own authentication and authorization subsystems. We’ll cover the supported authentication protocols, such as from basic/digest authentication and CAS support, check through the various identity providers, such as local config files, database tables and LDAP servers, and how it’s possible to combine the various bits in a single comprehensive authentication tool, as well as providing examples of custom authentication plugins for GeoServer, integrating it in a home grown security architecture.
We’ll then move on to authorization, describing the GeoServer pluggable authorization mechanism and comparing it with proxy based solution, and check the built in service and data security system, reviewing its benefits and limitations.
Finally we’ll explore an advanced authentication tool called GeoFence, and see how it can plug into GeoServer to provide graphical configuration abilities for use complex authorization rules over data and OGC services, taking into account spatial filters, attribute filters, attribute hiding as well as cropping raster data to areas of interest. Finally we’ll show how using LDAP both GeoFence and GeoServer can use a common users database, simplifying administrators job, and provide some real world examples.
Setting up a GeoServer can sometimes be deceptively simple. However, going from proof of concept to production requires a number of steps to be taken in order to optimize the server in terms of availability, performance and scalability. The presentation will show how to get from a basic set up to a battle ready, rock solid installation by showing the ropes an advanced user already mastered.
Advanced Security with GeoServer - FOSS4G 2015GeoSolutions
The presentation will provide an introduction to GeoServer own authentication and authorization subsystems. We’ll cover the supported authentication protocols, such as from basic/digest authentication and CAS support, check through the various identity providers, such as local config files, database tables and LDAP servers, and how it’s possible to combine the various bits in a single comprehensive authentication tool, as well as providing examples of custom authentication plugins for GeoServer, integrating it in a home grown security architecture.
We’ll then move on to authorization, describing the GeoServer pluggable authorization mechanism and comparing it with proxy based solution, and check the built in service and data security system, reviewing its benefits and limitations.
Finally we’ll explore the advanced authentication provider, GeoFence, explore the levels on integration with GeoSErver, from the simple and seamless direct integration to the more sophisticated external setup, and see how it can provide GeoServer with complex authorization rules over data and OGC services, taking into account the current user, OGC request and requested layers to enforce spatial filters and alphanumeric filters, attribute selection as well as cropping raster data to areas of interest.
MapStore 2 is an Open Source webmapping framework which uses ReactJS, Redux, OpenLayers, Leaflet and Cesium.
It supports various OGC Protocols like CSW, WMS, WFS and WMTS and allows end users to create charts and dashboards thanks to its integration with GeoServer.
GeoSolutions has been involved into a number of projects, ranging from local administrations to global institutions, involving GeoNode deployments, customizations and enhancements. A gallery of projects and use cases will showcase the versatility and effectiveness of GeoNode, both as a standalone application and as a service component, for building secured geodata catalogs and web mapping services. Lastly, ongoing and future developments will be presented ranging from the upcoming integration with MapStore to the monitoring and analytics dashboard or the support for time series data.
This presentation has been prepared with the objective to give readers a quick introduction to the Open Source GeoNode platform and its functionalities for the creation of a Spatial Data Infrastructure completely based on open Source components.
Serving earth observation data with GeoServer: addressing real world requirem...GeoSolutions
Information on the latest developments in GeoServer for the support for Earth Observation data with support for the various OGC services and OpenSearch.
This presentation goes over the most important features of GeoServer in order to give the reader an intro about what is good and what is super-good about GeoServer!
The current version reflects the presentation given at FOSS4G 2017 in Boston.
State of GeoServer provides an update on our community and reviews the new and noteworthy features for the Project. The community keeps an aggressive six month release cycle with GeoServer 2.11 and 2.12 being released this year. Each releases bring together exciting new features. This year a lot of work has been done on startup times, large catalogs, REST configuration upgrades, styling languages, styling interface, security,just to name a few. We will also take a look at community research into satellite imagery search and delivery, multi-resolution raster support and more. Attend this talk for a cheerful update on what is happening with this popular OSGeo project. Whether you are an expert user, a developer, or simply curious what these projects can do for you, this talk is for you.
MapStore 2, modern mashups with OL3, Leaflet and ReactGeoSolutions
MapStore 2 is an overhaul of the existing MapStore with the goal of creating a webmapping framework which is more lightweight but still modular and easy to work with. It can leverage both OpenLayers 3 or Leaflet as the mapping engine and uses ReactJS and Redux as the core JavaScript libraries. Moreover a 3D viewer based on CesiumJS is available.
MapStore 2 is both a framework and a standalone application. You can use it as a framework to develop your custom WebGis application composing MapStore ReactJS components and components from other libraries (like React Bootstrap), choosing the best mapping library for your purposes. You can also use the MapStore2 application directly, to create, save, and share in a simple and intuitive way maps and mashups created by selecting content from the server such as Google Maps, OpenStreetMap or WMS and WMTS.
The MapStore 2 application consists of two main components MapManager and GeoStore, respectively front-end and back-end. MapManager allows through a unique interface to create, modify, delete and search on maps definition as well as generate a univoque link to embed a map in an external website, share your own maps with the others. GeoStore implements a flexible Java Enterprise infrastructure to manage and search maps with proper management of authentication and authorization.
The presentation will give the audience an extensive overview of the MapStore 2 functionalities for the creation of mapping portals. Eventually, a range of GeoSolutions case studies of MapStore 2 will be presented.
State of GeoServer provides an update on our community and reviews the new and noteworthy features for the Project. The community keeps an aggressive six month release cycle with GeoServer 2.8 and 2.9 being released this year.
Each releases bring together exciting new features. This year a lot of work has been done on the user interface, clustering, security and compatibility with the latest Java platform. We will also take a look at community research into vector tiles, multi-resolution raster support and more.
Attend this talk for a cheerful update on what is happening with this popular OSGeo project. Whether you are an expert user, a developer, or simply curious what these projects can do for you, this talk is for you.
Creating Stunning Maps in GeoServer: mastering SLD and CSS stylesGeoSolutions
Various software can style maps and generate a proper SLD document for OGC compliant WMS like GeoServer to use. However, in most occasions, the styling allowed by the graphical tools is pretty limited and not good enough to achieve good looking, readable and efficient cartographic output. For those that like to write their own styles CSS also represents a nice alternatives thanks to its compactness and expressiveness.
Several topics will be covered, providing examples in both SLD and CSS for each, including: mastering multi-scale styling, using GeoServer extensions to build common hatch patterns, line styling beyond the basics, such as cased lines, controlling symbols along a line and the way they repeat, leveraging TTF symbol fonts and SVGs to generate good looking point thematic maps, using the full power of GeoServer label lay-outing tools to build pleasant, informative maps on both point, polygon and line layers, including adding road plates around labels, leverage the labeling subsystem conflict resolution engine to avoid overlaps in stand alone point symbology, blending charts into a map, dynamically transform data during rendering to get more explicative maps without the need to pre-process a large amount of views.
The presentation aims to provide the attendees with enough information to master SLD/CSS documents and most of GeoServer extensions to generate appealing, informative, readable maps that can be quickly rendered on screen.
Serving earth observation data with GeoServer: addressing real world requirem...GeoSolutions
The presentation will cover GeoSolutions experience in setting up GeoServer based production systems providing access to earth observation products, with indications of technical challenges, solutions, and deployment suggestion. The presentations will cover topics such as setting up a single unified mosaic from all the available data sources, tailoring access to it to different users, determining the most appropriate stacking order, dealing with multiresolution, different coordinate systems, multiband data, SAR integration, searching for the most appropriate products using a mix of WFS, CSW and so on, serving imagery with high performance WMS and WMTS, performing small and large data extractions with WCS and WPS, closing up with deployment examples and suggestions.
Mastering Security with GeoServer and GeoFence - FOSS4G EU 2017GeoSolutions
The presentation will provide an introduction to GeoServer own authentication and authorization subsystems. We’ll cover the supported authentication protocols, such as from basic/digest authentication and CAS support, check through the various identity providers, such as local config files, database tables and LDAP servers, and how it’s possible to combine the various bits in a single comprehensive authentication tool, as well as providing examples of custom authentication plugins for GeoServer, integrating it in a home grown security architecture. We’ll then move on to authorization, describing the GeoServer pluggable authorization mechanism and comparing it with proxy based solution, and check the built in service and data security system, reviewing its benefits and limitations. Finally we’ll explore the advanced authentication provider, GeoFence, explore the levels on integration with GeoServer, from the simple and seamless direct integration to the more sophisticated external setup, and see how it can provide GeoServer with complex authorization rules over data and OGC services, taking into account the current user, OGC request and requested layers to enforce spatial filters and alphanumeric filters, attribute selection as well as cropping raster data to areas of interest.
Raster Data In GeoServer and GeoTools: Achievements, Issues And Future Develo...GeoSolutions
The purpose of this presentation is, on a side, to dissect the developments performed during last year as far as raster data support in GeoTools and GeoServer is concerned, while on the other side to introduce and discuss the future development directions.
Advancements and improvements for the management of multidimensional raster data (NetCDF, GRIB, HDF) and mosaic thereof will be introduced, as well as the available ways to manage sliding windows of data via the REST API and importer.
Extensive details will be provided on the latest updates for the management of multidimensional raster data used in the Remote Sensing and MetOc fields, including support for WCS EO and WMS EO, and some considerations on the WCS MetOc extensions.
The presentation will also introduce and provide updates on jai-ext, imageio-ext, and JAITools. jai-ext provides extended JAI operators that correctly handle NODATA and regione of interests (masks), JAITools provides a number of new raster data analysis operators, including powerful and fast raster algebra support, while ImageIO-Ext bridges the gap across the Java world and native raster data access libraries providing high performance access to GDAL, Kakadu and other libraries.
The presentation will wrap up providing an overview of unresolved issues and challenges that still need to be addressed, suggesting tips and workarounds allowing to leverage the full potential of the systems.
Mapping the world beyond web mercator - FOSS4G 2015GeoSolutions
Most popular mapping presentations today, ranging from clients to servers, show and discuss only maps in EPSG:3857, the popular Mercator derived projection used by OSM as well as
most commercial tiles providers.
There is however an interesting, exciting world of map projections out there, that are still being used in a variety of context. This presentation will introduce the advancement made in GeoTools and GeoServer to handle those use cases, where users have a worldwide data set, and need to view all or part of it in multiple projections, some of which valid in a limited area, and requiring the software to perform a proper display of it on the fly, without any preparation.
We’ll discuss GeoTools/GeoServer “advanced projection handling” manages to deal with these cases, wrapping data, dealing with the poles and the dateline, cutting on the fly excess data, densifying on the fly long lines as needed to ensure a smooth reprojection, for a variety of cases, ranging from seemingly innocuous datum shifts, maps having the prime meridian over the pacific, and the various tricks to properly handle stereographic, transverse mercator, Lambert conic and other limited area projections against world wide source data sets.
Advanced Cartographic Map Rendering in GeoServerGeoSolutions
Various software can style maps and generate a proper SLD document for OGC compliant WMS like GeoServer to use. However, in most occasions, the styling allowed by the graphical tools is pretty limited and not good enough to achieve good looking, readable and efficient cartographic output. For those that like to write their own styles CSS also represents a nice alternatives thanks to its compact-ness and expressiveness.
Several topics will be covered, providing examples in both SLD and CSS for each, including: mastering multi-scale styling, using GeoServer extensions to build common hatch patterns, line styling beyond the basics, such as cased lines, controlling symbols along a line and the way they repeat, leveraging TTF symbol fonts and SVGs to generate good looking point thematic maps, using the full power of GeoServer label lay-outing tools to build pleasant, informative maps on both point, polygon and line layers, including adding road plates around labels, leverage the labelling subsystem conflict resolution engine to avoid overlaps in stand alone point symbology, blending charts into a map, dynamically transform data during rendering to get more explicative maps without the need to pre-process a large amount of views. The presentation aims to provide the attendees with enough information to master SLD/CSS documents and most of GeoServer extensions to generate appealing, informative, readable maps that can be quickly rendered on screen.
Spatio-temporal Data Handling With GeoServer for MetOc And Remote SensingGeoSolutions
This presentation will provide detailed information on how to handle SpatioTemporal metadata in GeoServer for serving with OGC Services, with a particular focus on WMS and WCS.
Enterprise class deployment for GeoServer and GeoWebcache Optimizing perform...GeoSolutions
Setting up a GeoServer can sometimes be deceptively simple. However, going from proof of concept to production requires a number of steps to be taken in order to optimize the server in terms of availability, performance and scalability. This presentation will show how to get from a basic set up to a battle ready, rock solid installation by showing the ropes an advanced user already mastered.
The following presentation was held by GeoSolutions founder and managing director Simone Giannecchini at GeoSpatial World Forum INSPIRE Conference in Lisbon, 2015.
The workshop will provide a hands on introduction to the basic GeoServer concepts, as well as usage and configuration, with particular attention to the setup of INSPIRE compliant view services with a demonstration set of data in various formats, both raster and vector.
The following presentation "Building Interoperable SDIs with Open Source Products" was held by GeoSolutions' founder and managing director at GeoSpatial World Forum 2015, Lisbon.
Main topics:
- GeoSolutions' presentation
- GeoSolutions' expertise
- GeoSolutions' products (GeoServer, GeoNetwork, MapStore)
- GeoSolutions' main clients
Presentation about GeoServer helded by GeoSolutions technical lead Mauro Bartolomeoli at GeoBusiness 2015, London.
Main topics:
-Quick intro to GeoServer
-What’s new in the 2.6.x and 2.7.x series
-What’s cooking for the future
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
AI for Every Business: Unlocking Your Product's Universal Potential by VP of ...
The status of the GeoServer WPS
1. The status of GeoServer WPS
Ing. Andrea Aime, GeoSolutions
Ing. Simone Giannecchini, GeoSolutions
FOSS4G 2011, Denver
12th-16th September 2011
2. Overview
Who we are
WPS introduction
Vector processes
Raster processes
Conversion processes
Accessing local data sources
Chaining
Examples
Rendering transformations
Limitations and wish list
Question time
FOSS4G 2011, Denver
12th-16th September 2011
3. GeoSolutions
Founded in Italy in 2006
Expertise
• Image Processing, GeoSpatial Data Fusion
• Java, Java Enterprise, C++, Python
• JPEG2000, JPIP, Advanced 2D visualization
Supporting/Developing FOSS4G projects
GeoTools, GeoServer
GeoBatch, GeoNetwork
Clients
Public Agencies
Private Companies
http://www.geo-solutions.it
FOSS4G 2011, Denver
12th-16th September 2011
5. WPS
Wikipedia introduces OGC WPS as:
[A service] designed to standardize the
way that GIS calculations are made
available to the Internet.
WPS can describe any calculation
including all of its inputs and outputs,
and trigger its execution
The specific processes served up by a WPS
implementation are defined by the owner of that
implementation.
Although WPS was designed to work with spatially
referenced data, it can be used with any kind of
data.
FOSS4G 2011, Denver
12th-16th September 2011
6. Capabilities document
Some metadata
about the server
and its owner
The list of available
processes, with a
description
Let’s say we’re
interested in the
JTS:buffer process
FOSS4G 2011, Denver
12th-16th September 2011
7. Process description
List of inputs
and outputs
Descriptions
List of accepted
formats (not
shown in the
xml)
FOSS4G 2011, Denver
12th-16th September 2011
8. Process execution
Buffer a L shaped
geometry with
distance “2”
Get the result back
as GML
FOSS4G 2011, Denver
12th-16th September 2011
10. GeoServer WPS history
Started by Refractions in 2008, with limited capabilities
(only single geometry and single feature support)
First overhaul attempt end of 2008 by the community,
added testing, support for vector collections
New development since mid 2010, mostly new
processes and input/output formats
Refractions GS community Current activity
2008 2009 2010 2011
FOSS4G 2011, Denver
12th-16th September 2011
11. WPS: demo builder
List processes
Describe
Set parameters and
execute
All in one form
FOSS4G 2011, Denver
12th-16th September 2011
13. IO setup
Processes parameters
defined in terms of Java
objects
Pluggable converters trade
between the java object
and the serialized
representation
If a input is internal straight
read from the source
Leveraging on all the
available optimizations!
FOSS4G 2011, Denver
12th-16th September 2011
14. “Primitives” IO Parameters
Numbers: byte, short, int, long, float, double, any Number
subclass, properly mapped in XML types
Strings and CharSequence in general
Date, Time, Timestamp
CoordinateReferenceSystem (EPSG:xxx and urn:… forms)
URLs
Range (min -> max)
Interpolation method
FOSS4G 2011, Denver
12th-16th September 2011
18. JTS processes
FOSS4G 2011, Denver
12th-16th September 2011
19. Example JTS process
Intersection
POLYGON ((5 10, 10 10, 10 5, 5 5, 5 10))
FOSS4G 2011, Denver
12th-16th September 2011
20. Query oriented processes
AKA “All you wanted WFS to do for you but he never
wanted to”
gs:Aggregate: count/avg/max/median/min/stddev/sum on
a feature collection
gs:Count: like WFS Hits, but on whatever source
gs:Bounds: bounds of whatever source, missing from
WFS
gs:Query: query any source like WFS
gs:Unique: unique values of an attribute
gs:Nearest: find the nearest features
FOSS4G 2011, Denver
12th-16th September 2011
21. Aggregation example
Get the min, max and
sum of the PERSONS
attribute in the
topp:states layer
FOSS4G 2011, Denver
12th-16th September 2011
22. Other Vector processes
gs:BufferFeatureCollection: buffer all features
gs:Clip: cookie cut featuresgs:Reproject: reproject any
vector source
gs:Simplify: DouglasPeucker simplifier, retain attributes
gs:Snap: snap to grid
gs:InclusionFeatureCollection: overlay and get all
features contained
gs:IntersectionFeatureCollection: overlay and intersect,
retain attributes from both
gs:UnionFeatureCollection: merge two collections in one
gs:Import: save the features as a new GeoServer layer
FOSS4G 2011, Denver
12th-16th September 2011
23. Buffer example
FOSS4G 2011, Denver
12th-16th September 2011
24. Geometry <=> Feature
gs:collectGeometries: lump up all feature geometries into
a geometry collection
gs:feature: turn a single geometry into a feature collection
MULTIPOINT (
(-74.01046109936333 40.707587626256554),
(-74.0108375113659 40.70754683896324),
(-74.01053023879955 40.70938711687079),
(-74.00857344353275 40.711945649065406),
(-74.0118315772888 40.708529961953786),
(-74.00153046439813 40.719885123828675))
FOSS4G 2011, Denver
12th-16th September 2011
26. Raster processes
AKA “All you wanted WCS to do for you but it never
wanted to”
Add/Multiply: add and multiply two rasters (waiting for full
algebra to be implemented)
Crop: crop a coverage based on the specified cutting
geometry
RangeLookup: classify raster image based on a set of
ranges ([min,max] -> value)
ScaleCoverage: rescale and translate a given raster
StyleCoverage: apply a SLD style to a raster, getting back a
styled (but still georeferenced) one
Georectify: turn a non geo-referenced coverage into one
based on ground control points
FOSS4G 2011, Denver
12th-16th September 2011
29. Conversion processes
Bridging the raster and the vector world
Contour: extracts isolines given a set of levels or a interval
RasterAsPointCollection: extracts one point for each cell,
with band contents as attributes
PolygonExtraction: extracts uniform polygons from raster,
eventually given a set of value ranges
RasterZonalStatistics: given a raster and a polygonal
compute min/max/sum/avg/stddev of the cells falling in
each polygon, return an augmented polygonal
VectorToRaster: rasterizes vectors keeping a chosen
attribute (a CQL expression eventually) as the band value
32. WPS Chaining
Feed the output of a process into another process
Allows for tree-like composition
Let’s see a typical “clip and ship” example, both raster and
vector:
Extract the rivers into the “restricted areas” polygons
Extract from Blumarble any pixel in the USA
FOSS4G 2011, Denver
12th-16th September 2011
33. Raster clip and ship
FOSS4G 2011, Denver
12th-16th September 2011
34. Raster clip and ship
FOSS4G 2011, Denver
12th-16th September 2011
35. Vector clip and ship
FOSS4G 2011, Denver
12th-16th September 2011
37. Direct data integration
WPS normally reads from remote WFS/WCS, parsing
GML/GeoJSON or GeoTiff/ArcGrid
When the source is local we can dodge it though, read
directly from the source (shapefile, DBMS, geotiff)
Hit the fictious http://geoserver/wfs url for local WFS
Hit the fictious http://geoserver/wcs url for local WCS
38. Store back results (only vector)
gs:Import: saves the
vector results into a
store of choice, and
publish as a layer
Use right away the
new layer from
WMS/WFS/WCS/WPS
Still missing the
equivalent for rasters
FOSS4G 2011, Denver
12th-16th September 2011
40. Rendering transformations
On-the-fly data transformations inside rendering
chain
Calling WPS processes from SLD docs
Optimized for performance
FOSS4G 2011, Denver
12th-16th September 2011
41. Rendering transformations
Point feature extraction from two band raster data (e.g.
Wind(u,v))
Computation of direction and module from SLD
Full SLD
Call gs:RasterAsPointCollection
Magnitude and direction of the arrow are computed on
the fly by using filter functions
<WellKnownName>shape://carrow</WellKnownName>
Working at visual resolution
Use overviews and
decimation
Fast with large datasets
FOSS4G 2011, Denver
12th-16th September 2011
43. WPS*
Deficiencies
No support for asynchronous requests
Missing request limits enforcements (e.g. input/output
maximum dimensions)
Wish list:
Scripting (Jython, GeoScript)
Sextante, IDL, JGrass (Grass?) integration
Improved robustness
Jiffle (jai-tools) based raster algebra
New layers as dynamic WPS processes (computing
data on the fly as people do WMS/WCS/WFS requests)
FOSS4G 2011, Denver
12th-16th September 2011
44. The End
Questions?
andrea.aime@geo-solutions.it
simone.giannecchini@geo-solutions.it
FOSS4G 2011, Denver
12th-16th September 2011