Big Data Use Cases. Thomas Paschke Product Specialist Real-Time & Big Data. EDC Forum - Big Data Analytics in Geographic Information Systems
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1 Big Data Use Cases Thomas Paschke Product Specialist Real-Time & Big Data EDC Forum - Big Data Analytics in Geographic Information Systems
2 ArcGIS Enterprise with real-time & big data capabilities ArcGIS Enterprise IoT Big Data GeoEvent Server spatiotemporal big data store GeoAnalytics Server 2 Esri Deutschland GmbH
3 Commercial - Financial Services - Insurance - Logistics / Trucking - Manufacturing - Media & Entertainment - Real Estate - Retail Defense & Intelligence - Intelligence - Military Operations Public Safety - Emergency / Disaster Mgmt - Fire, Rescue, EMS - Homeland Security - National Security - Law Enforcement - Special Events Natural Resources - Agriculture - Forestry - Mining - Oil & Gas - Pipeline 1,144 Organizations 85 Countries Health & Human Services - Hospital & Health Systems - Pharmaceuticals - Public Health Transportation - Aviation - DOT - Railways - Maritime & Ports - Public Transit Government - National - State - Local Utilities - Electric & Gas - Telco / Cable - Public Works Water - Water resources - Water / wastewater / stormwater Professional Services - AEC - Environmental Mgmt - GIS & IT Nonprofits & Education - Conservation - Humanitarian - Sustainable Development - Higher Ed - Research/Science Institutions Real-Time GIS usage as of June 2017
4 Boston Marathons Public Safety
5 2014/2015 Boston Marathon Public Safety
6 Los Angeles Bureau of Sanitation Vehicle Tracking & Service Management
7 Los Angeles Bureau of Sanitation Vehicle Tracking & Service Management
8 Alternative Energy Sensor Network Monitoring
9 Waze Real-Time Waze Traffic & Alert Feed
10 Waze Connected Citizens Live & Historic Traffic Data
11 ArcGIS Enterprise with real-time & big data capabilities ArcGIS Enterprise IoT Big Data GeoEvent Server spatiotemporal big data store GeoAnalytics Server 11 Esri Deutschland GmbH
12 Use Case PV Output Prediction Echtzeit: Weather Information Real-Time: Installed PV Output Capacity planning & optimization Ingest Real-Time Data Join weather forcast to PV locations Busines Logic: Calculate forcasted output GeoEvent (Realtime) GeoAnalytics Dashboard Stockexchange Broker Process Big Data Store Datatransfer 12
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17 Use Case Flood Warning + Ingest and analyze precipitation forcast via GeoEvent Server + Perform scheduled and reoccuring analysis to aggregate precipitation data into catchment areas for sewer system > Predict which roads will probably be flooded > Better coordinate help & counter measures 17 Esri Deutschland GmbH Source:
18 18 Esri Deutschland GmbH
19 19 Esri Deutschland GmbH
20 20 Esri Deutschland GmbH
21 21 Esri Deutschland GmbH
22 22 Esri Deutschland GmbH
23 23 Esri Deutschland GmbH
24 24 Esri Deutschland GmbH
25 PACI Kuwait
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28 Phone = Sensor
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31 Requirements No Single Point of Failure Still have data in SQLServer for legacy apps Fast Write and Read to database Log everything Quick Analytics and On Demand Maps
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37 Fast Road Snapper Given GPS location, heading, speed, time Given street type, direction, length Find snapped location Update and accumulate number of snaps per segment
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40 SOI ArcGIS Server Object Interceptor Intercepts MapService Request Invokes Spatial Query on Elasticsearch Creates Dynamic Map Image of Result
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42 GeoEvent Server GeoAnalytics Server spatiotemporal big data store Map service BDS MapService with on-the-fly Aggregation
43 Web Device Desktop project Trinity ArcGIS Enterprise with real-time & big data Sensors sources hubs real-time batch spatiotemporal archive
44 ArcGIS Enterprise with real-time & big data Continuous Resilient Stream Processing project Trinity Reoccurring every x Minutes sources hubs real-time spatiotemporal archive batch
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46 Predicting Crime Using Analytics and Big Data Map epidemiological issues, such as babies with low birth weights Aggregating personal health information to identify patterns Merged Esri s GIS software with police data and city maps to create new maps displaying the migration paths of neighborhood shootings [ ]. Social Media Content Fuels Big Data Analytics for Esri and IBM. Twitter content is now being mined and is used in analytics methodologies developed by Esri, IBM, and various stakeholders
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48 Esri Deutschland, Esri Schweiz, Esri Rwanda, Esri Burundi Esri Deutschland GmbH Ringstraße Kranzberg Telefon info@esri.de Niederlassung Berlin Karl-Liebknecht-Str Berlin Telefon info@berlin.esri.de Niederlassung Köln Konrad-Adenauer-Ufer Köln Telefon info@koeln.esri.de Niederlassung Leipzig Fechnerstraße Leipzig Telefon info@leipzig.esri.de Esri Schweiz AG Zürich Josefstrasse Zürich Telefon info@esri.ch Esri Suisse SA Nyon Grand-Rue Nyon Telefon info@nyon.esri.ch Esri Rwanda Ltd. Kigali KG 5 Ave, Nr 18, Kacyiru P.O. Box 6867 Kigali, Rwanda Lat. 1 56'46.9" S; Long. 30 5'24.8" E Telefon info@esri.rw Niederlassung Bonn Rheinallee Bonn Telefon info@bonn.esri.de Niederlassung Hannover Schiffgraben Hannover Telefon info@hannover.esri.de Niederlassung Münster Martin-Luther-King-Weg Münster Telefon info@muenster.esri.de Esri Rwanda Ltd. Kigali KG 5 Ave, Nr 18, Kacyiru P.O. Box 6867 Kigali, Rwanda Lat. 1 56'46.9" S; Long. 30 5'24.8" E Telefon info@esri.rw 48 Esri Deutschland GmbH
The Esri Public Works Platform. More Than Mapping
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