This document discusses using graph databases like Neo4j for data modeling in telecommunications. It provides examples of how Neo4j can be used to model cellular network topology, geographic spatial indexes, open street map data, user access management, event log correlation, network management and critical infrastructure, and business intelligence and statistics. Neo4j is well suited for these types of models due to its high performance on complex traversals and ability to match the domain model to the database schema.
The Panama Papers: analysing it with neo4j and neo4j spatial - MINC 2016Craig Taverner
In May 2016, the ICIJ stunned the world by making available a download of "The Panama Papers".
This remarkable dataset represents the largest leak of offshore financial networks ever, at least 10 times bigger than the previous largest leak. Luckily for those of us keen to analyse this data, they made the data available as a ready-to-run instance of the Neo4j graph database, with all data pre-loaded. In this presentation we'll show you how to download and run this database, and how to perform various queries using the Cypher query language to gain insights into the structure of the offshore financial networks used by people and corporations around the world.
And don't worry, you won't need to know Neo4j or Cypher, or even what the Panama Papers are. We'll introduce everything before pulling out the Cypher queries!
Basic explanation about graph mining for social network analysis (SNA). I tried to describe some metrics and benefit from SNA (focusing on telecommunication field). Basic spark with graphx script to analyse the graph also in the slide
The Panama Papers: analysing it with neo4j and neo4j spatial - MINC 2016Craig Taverner
In May 2016, the ICIJ stunned the world by making available a download of "The Panama Papers".
This remarkable dataset represents the largest leak of offshore financial networks ever, at least 10 times bigger than the previous largest leak. Luckily for those of us keen to analyse this data, they made the data available as a ready-to-run instance of the Neo4j graph database, with all data pre-loaded. In this presentation we'll show you how to download and run this database, and how to perform various queries using the Cypher query language to gain insights into the structure of the offshore financial networks used by people and corporations around the world.
And don't worry, you won't need to know Neo4j or Cypher, or even what the Panama Papers are. We'll introduce everything before pulling out the Cypher queries!
Basic explanation about graph mining for social network analysis (SNA). I tried to describe some metrics and benefit from SNA (focusing on telecommunication field). Basic spark with graphx script to analyse the graph also in the slide
Shunichiro Tejima
Senior Vice President
NEC Corporation
ONS2015: http://bit.ly/ons2015sd
ONS Inspire! Webinars: http://bit.ly/oiw-sd
Watch the talk (video) on ONS Content Archives: http://bit.ly/ons-archives-sd
MT85 Challenges at the Edge: Dell Edge GatewaysDell EMC World
"Fog architecture for computing at the edge of the network utilizes edge gateways to aggregate data from multiple devices, perform edge analytics and take real-time action, and introduce data and network security at the edge. This session will explore the differences between traditional proprietary gateways and Dell's intelligent edge gateways including communication protocols, operating systems, and software and hardware-level security.
"
Glare Technocons Private Limited is providing solutions in telecom,information technology and SAP.For SAP Support and Implementation ,consultancy please feel free to contact us.
For more info :www.glare.co.in
Mail Us:info@glare.co.in
A modern data warehouse lets you bring together all your data at any scale easily, and to get insights through analytical dashboards, operational reports, or advanced analytics for all your users.
Norbert Kraft, Referent Research & Technology, Nokia Siemens Networks
Durch die weltweite Verfügbarkeit, Abdeckung und Nutzung sind Mobile Telekommunikationsnetze heute ein typisches Anwendungsgebiet für 'Big Data' und insbesondere für komplexe Datenanalyseverfahren. Norbert Kraft beschreibt in dieser Session Einsatzszenarien dieser Technologien in der Telekommunikationsindustrie anhand konkreter Beispiele, die im Rahmen eines Forschungsprojektes des Zentralbereiches 'Technologie und Innovation' von Nokia entstanden sind. In einen Entwicklungsprototypen wurden hier Möglichkeiten der Netzausfallvorhersage sowie der Ursachenanalyse für solche Ereignisse untersucht und entwickelt. Hierbei kommen unterschiedliche Data Mining und Machine Learning Verfahren zum Einsatz, z.B. (Un-)supervised Learning, Clustering Verfahren für die Klassifizierung von Kundenprofilen oder Radiozellen sowie eine Zeitreihenanalyse zur Vorhersage von Netzausfällen. Eine wichtige Rolle neben der Erkennung von Fehlerszenarien ist hierbei immer die Ermittlung einer möglichen Fehlerursache, wobei der erkannte Netzfehler mit einer Vielzahl möglicher Einflussgrößen (z.B. SW Konfiguration, Lastprofil) korreliert wird.
GraphConnect EU 2017 - Performance Improvements in Neo4j 3.2Craig Taverner
At GraphConnect London in May 2017 I presented the performance improvements in Neo4j 3.2, mostly related to improved indexes, Cypher runtime and Cypher planner.
Neo4j and the Panama Papers - FooCafe June 2016Craig Taverner
In May 2016, the ICIJ stunned the world by making available a download of "The Panama Papers".
This remarkable dataset represents the largest leak of offshore financial networks ever, at least 10 times bigger than the previous largest leak. Luckily for those of us keen to analyse this data, they made the data available as a ready-to-run instance of the Neo4j graph database, with all data pre-loaded. In this presentation we'll show you how to download and run this database, and how to perform various queries using the Cypher query language to gain insights into the structure of the offshore financial networks used by people and corporations around the world.
And don't worry, you won't need to know Neo4j or Cypher, or even what the Panama Papers are. We'll introduce everything before pulling out the Cypher queries!
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Shunichiro Tejima
Senior Vice President
NEC Corporation
ONS2015: http://bit.ly/ons2015sd
ONS Inspire! Webinars: http://bit.ly/oiw-sd
Watch the talk (video) on ONS Content Archives: http://bit.ly/ons-archives-sd
MT85 Challenges at the Edge: Dell Edge GatewaysDell EMC World
"Fog architecture for computing at the edge of the network utilizes edge gateways to aggregate data from multiple devices, perform edge analytics and take real-time action, and introduce data and network security at the edge. This session will explore the differences between traditional proprietary gateways and Dell's intelligent edge gateways including communication protocols, operating systems, and software and hardware-level security.
"
Glare Technocons Private Limited is providing solutions in telecom,information technology and SAP.For SAP Support and Implementation ,consultancy please feel free to contact us.
For more info :www.glare.co.in
Mail Us:info@glare.co.in
A modern data warehouse lets you bring together all your data at any scale easily, and to get insights through analytical dashboards, operational reports, or advanced analytics for all your users.
Norbert Kraft, Referent Research & Technology, Nokia Siemens Networks
Durch die weltweite Verfügbarkeit, Abdeckung und Nutzung sind Mobile Telekommunikationsnetze heute ein typisches Anwendungsgebiet für 'Big Data' und insbesondere für komplexe Datenanalyseverfahren. Norbert Kraft beschreibt in dieser Session Einsatzszenarien dieser Technologien in der Telekommunikationsindustrie anhand konkreter Beispiele, die im Rahmen eines Forschungsprojektes des Zentralbereiches 'Technologie und Innovation' von Nokia entstanden sind. In einen Entwicklungsprototypen wurden hier Möglichkeiten der Netzausfallvorhersage sowie der Ursachenanalyse für solche Ereignisse untersucht und entwickelt. Hierbei kommen unterschiedliche Data Mining und Machine Learning Verfahren zum Einsatz, z.B. (Un-)supervised Learning, Clustering Verfahren für die Klassifizierung von Kundenprofilen oder Radiozellen sowie eine Zeitreihenanalyse zur Vorhersage von Netzausfällen. Eine wichtige Rolle neben der Erkennung von Fehlerszenarien ist hierbei immer die Ermittlung einer möglichen Fehlerursache, wobei der erkannte Netzfehler mit einer Vielzahl möglicher Einflussgrößen (z.B. SW Konfiguration, Lastprofil) korreliert wird.
GraphConnect EU 2017 - Performance Improvements in Neo4j 3.2Craig Taverner
At GraphConnect London in May 2017 I presented the performance improvements in Neo4j 3.2, mostly related to improved indexes, Cypher runtime and Cypher planner.
Neo4j and the Panama Papers - FooCafe June 2016Craig Taverner
In May 2016, the ICIJ stunned the world by making available a download of "The Panama Papers".
This remarkable dataset represents the largest leak of offshore financial networks ever, at least 10 times bigger than the previous largest leak. Luckily for those of us keen to analyse this data, they made the data available as a ready-to-run instance of the Neo4j graph database, with all data pre-loaded. In this presentation we'll show you how to download and run this database, and how to perform various queries using the Cypher query language to gain insights into the structure of the offshore financial networks used by people and corporations around the world.
And don't worry, you won't need to know Neo4j or Cypher, or even what the Panama Papers are. We'll introduce everything before pulling out the Cypher queries!
Normally people like to talk, or rather argue, about how to manage remote development teams. The first mistake in this discussion is the focus on the word 'management'. The mere fact that they are remote already implies a certain loss of control. And the harder you try to regain control, the less control you may actually have. Forty years ago "The Mythical Man-Month" debunked the idea that throwing people at a problem will help, and yet we still see that kind of thinking with remote development. Successful companies these days usually have successful managers who focus both on removing barriers to performance in their direct reports, as well as giving their own managers the
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The world is a big place, and getting bigger all the time. In the last few decade the internet has been at the core of a massive explosion in the amount of data, and the complexity of data out there. The world of databases, and applications that use databases, has responded with some amazing new solutions from well known names like google, amazon and facebook, as well as some less well known, but equally important solutions.
One of these comes from right here in Malmö. Neo4j is the leading "graph database", aimed at handling the new world of complex connected data. Neo4j especially well suited at dealing with relationships in data, like social networks and geographically connected data.
Neo4j Spatial is a community supported library designed to help you model geographic data in Neo4j and build applications that make the most of location information in a connected way. In this talk we will introduce you to Neo4j, the concept of a "graph database", and why this approach is so well suited to the modern world. We will give you a taste of the various options available for building location aware data applications.
And to end off, we will give you a sneak peek at some of the up-coming spatial features planned for future releases of Neo4j, which help make it even easier to model location data with high performance.
Neo4j Spatial at LocationDay 2013 in MalmöCraig Taverner
Craig presented 'Neo4j Spatial' at http://locationday.io, an innovative one-day conference in December 2013 in Malmö, Sweden, featuring live streaming of all presentations. A recording of the presentation can also be seen on YouTube at https://www.youtube.com/watch?v=TaV0J5pFMFU
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.
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* Frameworks - Why code one, when you can find one: Eclipse RCP
* Developers - local and remote, loose and Agile, and open source
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Neo4j Spatial - Backing a GIS with a true graph databaseCraig Taverner
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We will discuss the advantages of using a graph database for geographic data, the performance and scalability implications, and the opportunities enabled by this approach. In today's highly connected social web, there is an increasing need for graph-based data management. At the same time applications are becoming more and more location aware. The time is right for the first geographic graph database.
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5. AWE-2009
Neo4j – graph database
● extremely high performance on deep traversals and mining of complex data,
● rapid schema evolution for changing business requirements, and
● simplified development through perfect match between domain model
and database schema.
25. Data Mining OSM
timestamp > 1207014810000 and timestamp < 1208310810000 and
(
user = 'Zenon' or user = 'tomasCY' or user = 'muffu' or
user = 'dcp' or user = 'cartOMike' or user = 'djanda' or
user = 'Peter14' or user = 'toaster' or user = 'user_7363' or
user = 'lyx'
)
Two and a half years ago I was on safari in South Africa and I took this photograph. This is my nephew standing on the edge of a 100m high cliff
Why is he doing that?
The view is great! You can see families of giraffe in the valley.
It is exciting, kids are attracted to excitement.
My talk is about finding excitement in development by playing on the edge. Taking risks and thereby finding a more efficient route.
Unless you fall off the edge, that is!
(Two types of edge – cliffs and interfaces)
We made a key, revolutionary change. Look, the map is still there and the scripting console is still there, but what is that ferris wheel to the top right?
Ported the data structures onto the graph database, Neo4j, made by Neo Technologies right here in Malmö. This is one of the very first screenshots of the prototype results of getting the network data onto neo4j.
The addition of neo4j lead to a revolution in thinking. Instead of data and analysis and reporting being different levels or different structures, they are all just graph structure in the database. This means you can analyse the results of previous analyses. Just keep adding structure to the database.
All the views are direct maps onto the database:
GIS traverses gis-next edges
Tree traverses child edges
Charts traverse aggregation-child edges
Property tables display node properties
Neo4j has added a whole new angle to the use of the word &apos;EDGE&apos; :-)