20. Azure Express Route
Azure Storage, Data Lake Gen2
Azure Data Box
Azure Compute
Azure Batch AI
Cycle Cloud
Databricks & HDInsight
Azure Machine Learning
Cognitive Services
Azure IoT Edge
Azure Kubernetes Service
Azure Key Vault, AAD
Test Vehicle Ingest/ Store
Test-Drive
Integrate Build
Train
Simulate
ReplayTag
Sensor/ Algorithm
Testing (Open Loop)
Process,
Sample, Reduce
Render/Convert
Control Logic
Validation
Performance
Simulation
Generate
Code
Software
in the loop
Hardware
in the loop
DATA INGEST & CURATE TEST | TRAIN | SIMULATE BUILD | VALIDATE
F(x)
21. Data Ingest
Express
Route
Data Box
Azure Edge
• Private, secure, predictable
• network
• 100+ carrier partners
• 10+ Gbps
• IoT Edge
• AI Toolkit
Multiple options to filter and ingest PBs
data every day regardless of fleet type or
location
Data Storage Data Curation
Disk Import
Data Box Disk
Data Box – 100 TB
Data
Extraction
Data
Preparation
Annotation
Microsoft Services
Scalable
• Foundational service for
Microsoft*
• 40 million transactions per second
• Multi-PB accounts
Performant
• 100 Gbps ingress
• 200 Gbps egress
• Account-scale object throughput
Secure &
Compliant
• Client & Service Encryption
• AAD Integration + ACLs
• Broad & deep compliance
portfolio
Durable
• Multiple redundancy options
• Strong consistency, data integrity
• Policy: Versioning & WORM locks
Cost
Effective
• Interested storage tiers
• Lifecycle management
• Rich Metrics
Massively scalable object storage for
unstructured data
Transform and process, PII data redaction,
annotation & training data preparation on
both 1st and 3rd party tools
22. Fully integrated, globally distributed
workflow management and toolset for
high quality manual labeling workloads
Humans-in-the-loop quality control
Random quality sampling
Ability to manage quality at scale
Feedback loop for continuous improvement.
Efficient Tools for 2D and 3D Labeling
Metadata tags
3D LIDARPer-pixel segmentation Polygon and Bounding boxes
36. Multiplexed I/O
SPII2CUARTI2STDMPWMGPIO ADC
ARM
Cortex-M
for real time
processing
Azure Sphere Architecture
Network
Connection
WiFi in first chips
FLASH
≥ 4MB
SRAM
≥ 4MB
ARM
Cortex-A
optimized for
low power
Firewall
Microsoft
Pluton
Security
Subsystem
Firewall
Firewall
Firewall
Firewall
Firewall
App Containers for
POSIX (on Cortex-A)
App Containers for
I/O (on Cortex-Ms)
OS
Layer 4
On-chip Cloud Services
OS
Layer 3
HLOS Kernel
OS
Layer 2
Security Monitor
OS
Layer 1
Azure Sphere MCUsHardware
Azure Sphere OS ArchitectureAzure Sphere MCU Architecture
