ArcGIS Analytics for IoT: An Introduction · Brian Watson. ArcGIS Analytics for IoT: An...
Transcript of ArcGIS Analytics for IoT: An Introduction · Brian Watson. ArcGIS Analytics for IoT: An...
![Page 1: ArcGIS Analytics for IoT: An Introduction · Brian Watson. ArcGIS Analytics for IoT: An Introduction. Market needs and capabilities. Product Overview. welcome to the connected world.](https://reader031.fdocuments.us/reader031/viewer/2022013022/5f6b0273794345701b28f56d/html5/thumbnails/1.jpg)
Suzanne FossBrian Watson
ArcGIS Analytics for IoT:An Introduction
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Market needs and capabilitiesProduct Overview
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welcome
to the
connected world
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Operations Monitoring
SCADA Integration
Personnel Tracking
Infrastructure Protection
Resource Optimization
Connected Cars
Asset & Entity Tracking
Soil & Crop Monitoring
Air Quality MonitoringAnomalyDetection
Geospatial use cases in the internet of things…
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Key challenges in meeting needs of IoT use casesHigh volume and high velocity data in support of mission critical applications
…an opportunity to leverage advances in cloud computing and distributed systems technology
Ingest Alert Analyze
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ArcGIS Analytics for IoTReal-time and big data capabilities for ArcGIS Online
…connects to industry leading cloud IoT platforms, data lakes, and sensor vendor APIs
ArcGIS Online
Analytics for IoT
Feed Real-TimeAnalytic
Big DataAnalytic
MapLayer
FeatureLayer
StreamLayer
New Item Types
Sensors
IoT platforms
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New Application – ArcGIS Analytics for IoT
…ingest, process, and analyze your real-time data with ArcGIS Online
Ingest Alert Analyze
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Real-time data ingestion & analysis
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FeedsIngest and visualize real-time data streams
…discover and share real-time data streams as items in ArcGIS
• Connect to data sources- ArcGIS (Feature & Stream Layers)- Cloud IoTs (Amazon, Azure, Cisco)- Web & Messaging (HTTP, Kafka, RSS…)
• Schema auto-discovery
• Behaves like a stream layer
• Immediate display of new data
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Real-Time AnalyticsProcess and analyze real-time data streams
…generating alerts from and triggering actions to IoT devices in real-time
• Input Sources- Feeds (one or more)- Static data sources (enrichment, joins)
• Analytic Tools- Build a pipeline of zero to many….- Analyze individual observations
• Outputs- ArcGIS Layers (Map & Feature)- Alerts & Notifications (Email, Actuations)
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Big data analysis
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Big Data Analytics
• Input Sources- ArcGIS (Feature Layers)- Cloud (Amazon S3, Azure Blob)- Web & Messaging (HTTP, RSS…)
• Analytic Tools- Analyze Patterns- Find Locations- Manage, Summarize, Enrich Data
• Output results to one or more destinations
Perform batch analysis on stored big data
…big data analysis pipelines on demand or scheduled for recurring execution
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Summarize DataAggregate Points
Reconstruct Tracks
Summarize Attributes
Summarize Within
Use ProximityCreate Buffers
Snap to Network
Calculate Distance
Analyze PatternsCalculate Density
Find Hot Spots
Detect Incidents
Calculate Journeys
Manage Data
Join Features
Find Locations Overlay Layers
Project
Dissolve Boundaries
Calculate Fields
Map Fields
Merge
Select Fields
Filter
Calculate Motion Statistics
Spatiotemporal analysis
Enrich Data
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Ingestion Geofencing
Incident Detection Trend Analysis
Visualization
Alerting
ArcGIS Analytics for IoTSummary of real-time & big data capabilities
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Developer Enablement
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ContentReal-time data streams and analytics
• Feeds, Stream Layers- Real-time data visualization
• Feature and Map Image Layers- Curated observation data collections- High volume visualization- Automatic data retention
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Systems integrationExtending the ArcGIS platform…
• Data integration- Cloud-based integration for Analytics for
IoT –compatible feed types
• Direct integration- SaaS:
- No SDK- Automation API (late 2020)
- Offering for ArcGIS Enterprise under evaluation
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Input & output types Supported types and formats
Website (Poll) Endpoint (Receive)
Feature Layer
Kafka Broker
Azure IoT Hub
AWS IoT
Delimited Text
JSON
GeoJSON
EsriJSON
RSSRabbitMQ
Cisco Kinetic EFM
MQTT
Stream Layer
Web Socket
Simulator
Azure Service Bus
Feature Layer
Amazon S3
Azure Blob
Website (Poll)
Feature Layer
Amazon S3
Azure Blob
Azure IoT Hub
RabbitMQ
Email Shapefile
Parquet
Stream Layer
Feeds Sources Outputs Formats
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LicensingAn annual subscription on top of ArcGIS Online
…follows the same business rules and policies of ArcGIS Online
Feeds & Stream Layers
FeatureLayers
Map ImageLayers
Layers & Feeds - available to all users App –Creators and GIS Pros
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Ingestion Geofencing
Incident Detection Trend Analysis
Visualization
Alerting
ArcGIS Analytics for IoTReal-time & big data capabilities for Esri’s geospatial cloud
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Comments?Questions? Suzanne Foss
ArcGIS Analytics for IoTProduct [email protected]
Brian WatsonArcGIS Analytics for IoT
Product [email protected]
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