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Industry
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Use cases
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Cloud services
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Typical bandwidth
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Real time
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Analytics
|
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Manufacturing
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- Operational technology
- Brownfield
- Asset tracking
- Factory automation
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- Dashboards
- Bulk storage
- Data lakes
- SDN (hybrid cloud topology)
- Low latency
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- 500 GB/day/factory part produced
- 2 TB/minute mining operations
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Less than 1s
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- Recurrent neural nets
- Bayesian networks
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Logistics and transport
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- Geolocation tracking
- Asset tracking
- Equipment sensing
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- Dashboards
- Logging
- Storage
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- Vehicles: 4 TB/day/vehicle (50 sensors)
- Aircraft: 2.5 to 10 TB/day (6000 sensors)
- Assets tracking: 1 MB/day/beacon
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- Less than 1s (real-time)
- Daily (batch)
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Rule engines
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Healthcare
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- Asset tracking
- Patient tracking
- Home health monitoring
- Wireless health equipment
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- Reliability and HIPPA
- Private cloud option
- Storage and archival
- Load balancing
|
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- Less than 1s: Life critical
- Non-life critical: On each change
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- Recurrent Neural Networks (RNN)
- Decision trees
- Rules engines
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Agriculture
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- Livestock health and location tracking
- Soil chemistry analysis
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- Bulk storage - archiving
- Cloud-to-cloud provisioning
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- 512 KB/day/livestock head
- 1000 to 10000 head of cattle per feedlot
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- 1 second (real-time)
- 10 minutes (batch)
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Rules engines
|
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Energy
|
- Smart meters
- Remote energy monitoring (solar, natural gas, oil)
- Failure prediction
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- Dashboards
- Data lakes
- Bulk storage for Historical rate prediction
- SDN
- Low latency
|
- 100-200 GB/day/wind turbine
- 1 to 2 TB/day/oil rig
- 100 MB/day/smart meter
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- Less than 1s: energy production
- 1 minute: smart meters
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- RNN
- Bayesian networks
- Rules engines
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Consumer
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- Real-time health logging
- Presence detection
- Lighting and heating/AC
- Security
- Connected home
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- Dashboards
- PaaS
- Load balancing
- Bulk storage
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- Security camera: 500 GB/day/camera
- Smart device: 1-1000 KB/day/sensor-device
- Smart home: 100 MB/day/home
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- Video: less than 1s
- Smart home: 1s
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- Convolutional neural nets (image sensing)
- Rules engines
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Retail
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- Cold chain sensing
- POS machines
- Security systems
- Beaconing
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- SDN/SDP
- Micro-segmentation
- Dashboards
|
- Security: 500 GB/day/camera
- General: 1-1000 MB/day/device
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- POS and credit transaction: 100ms
- Beaconing: 1s
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- Rules engines
- Convolutional neural networks for security
|
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Smart City
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- Smart parking
- Smart trash pickup
- Environmental sensors
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- Dashboards
- Data lakes
- Cloud-to-cloud services
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- Energy monitors: 2.5 GB/day/city (70K sensors)
- Parking spots: 300 MB/day (80,000 sensors)
- Waste monitors: 350 MB/day (200,000 sensors)
- Noise monitors: 650 MB/day (30,000 sensors)
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- Electric meters: 1 minute
- Temperature: 15 minutes
- Noise: 1 minute
- Waste: 10 minutes
- Parking spots: every change
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- Rules engine
- Decision trees
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