The document discusses RIO, a logistics platform that digitizes the logistics supply chain. Key points: - RIO's vision is to make the transport and logistics ecosystem more transparent across manufacturers. - The RIO platform connects over 4,500 vehicles and 80,000 participants across 27 countries. - The architecture utilizes AWS services like Kafka, MQTT brokers, and microservices across multiple accounts to integrate vehicle data and provide features like fleet monitoring and performance analysis.

1. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
BuildingACloud-NativeAdvanced
Logistics Ecosystem
Christian Deger
Chief Architect
RIO The Logistics Flow | TRATON Group

2. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Agenda
What is RIO
10.000ft architecture
100ft use cases
Lessons learned
Next steps

3. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.

4. RIO'S VISION
RIO's vision is to make the
complete transport and
logistics ecosystem more
transparent – across all
manufacturers, and open to
all. The centralizing platform
creates the foundations for a
wide range of new business
and service models.

5. Digitization
of trucks with
the RIO Box
RIO DIGITIZES THE
LOGISTICS SUPPLY CHAIN.
Integration
of producer
platforms
System connection of
the receivers
TMS connection
of logistics service
providers

6. Fleet customers
registered at
RIO Platform
MORE THAN
4,500Vehicles
equipped with
RIO Box
MORE THAN
80,00027Participating
countries
OUR CUSTOMERS
ON THE RIO PLATFORM.

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Vehicleconnectivity

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Vehicleconnectivity
AWS Account Connectivity
Private APN

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Vehicleconnectivity
AWS Account Connectivity
Private APN
MQTT Broker
HiveMQ

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Vehicleconnectivity
AWS Account Connectivity
Private APN
MQTT Broker
HiveMQ
AWS Account Services
Peering

12. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Vehicleconnectivity
AWS Account Connectivity
Private APN
MQTT Broker
HiveMQ
Kafka
Event Bus
AWS Account Services
Peering

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Vehicleconnectivity
AWS Account Connectivity
Private APN
MQTT Broker
HiveMQ
Kafka
Event Bus
AWS Account Services
Peering
MQTT
Gateway

14. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Vehicleconnectivity
AWS Account Connectivity
Private APN
MQTT
Gateway
MQTT Broker
HiveMQ
Kafka
Event Bus
AWS Account Services
Peering

15. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Vehicleconnectivity
AWS Account Connectivity
Private APN
MQTT
Gateway
MQTT Broker
HiveMQ
Kafka
Event Bus
Receiver:
Decodes
Enriches
Routes
AWS Account Services
Peering

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Vehicleconnectivity
AWS Account Connectivity
Private APN
MQTT
Gateway
MQTT Broker
HiveMQ
Kafka
Event Bus
Receiver:
Decodes
Enriches
Routes
Microservices
AWS Account Services
Peering

17. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Vehicleconnectivity
AWS Account Connectivity
Private APN
MQTT
Gateway
MQTT Broker
HiveMQ
Kafka
Event Bus
Receiver:
Decodes
Enriches
Routes
Sender:
Routes
Microservices
AWS Account Services
Peering

18. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Vehicleconnectivity
AWS Account Connectivity
Private APN
MQTT
Gateway
MQTT Broker
HiveMQ
Proxy
NGINX
Kafka
Event Bus
Proxy
NGINX
Mobile Device
Management
Receiver:
Decodes
Enriches
Routes
Sender:
Routes
Microservices
AWS Account Services
Peering

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Telematicshardware – RIO box
AWS CloudCloud
Connect
Gateway

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Telematicshardware – RIO box
AWS CloudCloud
Connect
Gateway
• Over the air update of base software
• Over the air updates of individual apps
• End-to-end responsibility for teams
• Middleware includes MQTT broker
• App config changes via MQTT

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Dataarchitecture
Connectivity
Gateway
Connectivity
Gateway
Data or event flow

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Dataarchitecture
Event Bus
Connectivity
Gateway
Connectivity
Gateway
Kafka
Data or event flow

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Dataarchitecture
Event Bus
Connectivity
Gateway
Connectivity
Gateway
Microservice Microservice Microservice
Other sources
Kafka
Data or event flow

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Dataarchitecture
Event Bus
Connectivity
Gateway
Connectivity
Gateway
Microservice Microservice Microservice
Other sources
Kafka
Connect S3
Kafka Raw Data
Data or event flow

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Dataarchitecture
Event Bus
Connectivity
Gateway
Connectivity
Gateway
Microservice Microservice Microservice
Other sources
Data Lake
Kafka
Connect S3
Kafka Raw Data Data Hub
Data or event flow

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Dataarchitecture
Event Bus
Connectivity
Gateway
Connectivity
Gateway
Microservice Microservice Microservice
Other sources
Data Lake
Kafka
Connect S3
Kafka Raw Data Data Hub
Data or event flow
Analytics

27. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Dataarchitecture
Event Bus
Connectivity
Gateway
Connectivity
Gateway
Microservice Microservice Microservice
Other sources
Data Lake
Kafka
Connect S3
Kafka Raw Data Data Hub
Data or event flow
Analytics
Use case
data

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Bounded contexts
Event Bus
Microservices
Microservices
Microservice
Storage
API Gateway
Microservices
Microservices
Microservice
Storage
Bounded Context Bounded Context
A bounded context delimits
the applicability of a particular
model so that team members
have a clear and shared
understanding of what has to
be consistent and how it
relates to other contexts.
API Gateway

29. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Bounded contexts – Interfaces
Event Bus
Microservices
Microservices
Microservice
Storage
API Gateway
Microservices
Microservices
Microservice
Storage
Bounded Context Bounded Context
Bounded contexts interact
only via their interfaces
API Gateway

30. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Bounded contexts –AWSAccounts
Event Bus
Microservices
Microservices
Microservice
Storage
API Gateway
Microservices
Microservices
Microservice
Storage
AWS Account AWS Account
Strengthen the architecture
with AWS account as explicit
boundary
API Gateway

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Stereotypicalcontext account
AWS Account
Bounded Context

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Stereotypicalcontext account
AWS Account
Bounded Context

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Stereotypicalcontext account
AWS Account
Delivery
Bounded Context

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Stereotypicalcontext account
AWS Account
Delivery
Bounded Context
Hosted zone

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Stereotypicalcontext account
AWS Account
Delivery
Bounded Context
Hosted zone

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Stereotypicalcontext account
AWS Account
Parameter
Store
Delivery
Bounded Context
Hosted zone

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Stereotypicalcontext account
AWS Account
Parameter
Store
or or
Delivery
Bounded Context
MongoDB
Atlas
Hosted zone

38. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Stereotypicalcontext account
AWS Account
Hosted zone
Parameter
Store
or or
Delivery
Bounded Context
Kafka
MongoDB
Atlas

39. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Stereotypicalcontext account
AWS Account
Hosted zone
Parameter
Store
or or
Delivery
Bounded Context
Kafka
MongoDB
Atlas

40. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Stereotypicalcontext account
AWS Account
Hosted zone
Parameter
Store
or or
Delivery
Bounded Context
Kafka
MongoDB
Atlas

41. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Stereotypicalcontext account
AWS Account
Hosted zone
Parameter
Store
or or
Delivery
Bounded Context
Kafka
MongoDB
Atlas
React App

42. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Stereotypicalcontext account
AWS Account
Hosted zone
Parameter
Store
or or
Delivery
Bounded Context
Kafka
MongoDB
Atlas
React App

43. https://blog.crisp.se/wp-content/uploads/2013/09/culture-over-process.pdf

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Foster
autonomy
You build it, You run it teams…
• own one or more bounded contexts
• decide on micro architecture
• deploy and operate services in their
context accounts
• have end-to-end responsibility for
their services
• are cross-functional
Autonomy and alignment

45. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
You build it, You run it teams…
• own one or more bounded contexts
• decide on micro architecture
• deploy and operate services in their
context accounts
• have end-to-end responsibility for
their services
• are cross-functional
• Objectives and key results (OKR)
• Technology Radar
• Transparent decisions via
Macro Architecture Guild
Autonomy and alignment
Enable
alignment
Foster
autonomy

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Usecases
Fleet Monitor
End-to-end responsibility and
device configuration
Performance Analysis
Stream processing with higher
data volume
Tachograph Services
Polyglot microservices and
personal data

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Fleetmonitor

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Fleetmonitor – architecture
Async events
via Kafka
Vehicle
connectivity
HTTP calls

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Fleetmonitor – architecture
Location
MongoDB
Atlas
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Location reports

51. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Fleetmonitor – architecture
Location
MongoDB
Atlas
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Location reports

52. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Fleetmonitor – architecture
Location
MongoDB
Atlas
React App
Fleet monitor
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Location reports

53. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Fleetmonitor – architecture
Location
MongoDB
Atlas
Here Maps
API
Map Service
React App
Fleet monitor
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Location reports

54. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Fleetmonitor – architecture
Location
MongoDB
Atlas
Here Maps
API
Map Service
React App
Fleet monitor
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Location reports

55. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Fleetmonitor – architecture
Location
RIO
Marketplace
MongoDB
Atlas
Here Maps
API
Map Service
React App
Fleet monitor
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Location reports

56. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Fleetmonitor – architecture
Location
RIO
Marketplace
MongoDB
Atlas
Here Maps
API
Map Service
React App
Fleet monitor
MongoDB
Atlas
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Product activated
Map
Activation
Location reports

57. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Fleetmonitor – architecture
Location
RIO
Marketplace
MongoDB
Atlas
Here Maps
API
Map Service
React App
Fleet monitor
MongoDB
Atlas
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Product activated
Map
Activation
Change configuration
Location reports

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Performance analysis

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Performance analysis– architecture
Async events
via Kafka
Vehicle
connectivity
HTTP calls

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Performance analysis– architecture
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Performance data
Kafka
Streaming
Performance
Kafka Streams

61. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Performance analysis– architecture
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Performance data
Kafka
Streaming
Performance
Kafka Streams
Driver changed

62. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Performance analysis– architecture
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Performance data
Kafka
Streaming
Performance
Kafka Streams
Driver changed
• Deserialization, Deduplication, Filtering,
Repartitioning
• Group by fleet and vehicle
• Create 15 minute windows of snapshots
• Join vehicle snapshots with drivers
• Combine aggregates within windows

63. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Performance analysis– architecture
MongoDB
Atlas
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Performance data
Kafka
Streaming
Performance
Kafka Streams
Driver changed
15 min aggregates

64. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Performance analysis– architecture
Performance
History
MongoDB
Atlas
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Performance data
Kafka
Streaming
Performance
Kafka Streams
Driver changed
15 min aggregates

65. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Performance analysis– architecture
Performance
History
MongoDB
Atlas
React App
Performance
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Performance data
Kafka
Streaming
Performance
Kafka Streams
Driver changed
15 min aggregates

66. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Performance analysis– architecture
Performance
History
RIO
Marketplace
MongoDB
Atlas
React App
Performance
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Product activated
Product
Config
Change configuration,
including data reduction
Performance data
Kafka
Streaming
Performance
Kafka Streams
Driver changed
15 min aggregates

67. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Performance analysis– architecture
Performance
History
RIO
Marketplace
MongoDB
Atlas
React App
Performance
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Product activated
Product
Config
Change configuration,
including data reduction
Performance data
Kafka
Streaming
Performance
Kafka Streams
Driver changed
15 min aggregates
IoT throughput:
~4KB per truck per minute

68. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Performance analysis– architecture
Performance
History
RIO
Marketplace
MongoDB
Atlas
React App
Performance
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Product activated
Product
Config
Change configuration,
including data reduction
Performance data
Kafka
Streaming
Performance
Kafka Streams
Driver changed
15 min aggregates
IoT throughput:
~4KB per truck per minute Retention: 60 days

69. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Performance analysis– architecture
Performance
History
RIO
Marketplace
MongoDB
Atlas
React App
Performance
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Product activated
Product
Config
Change configuration,
including data reduction
Performance data
Kafka
Streaming
Performance
Kafka Streams
Driver changed
15 min aggregates
Write amplification
factor 12
IoT throughput:
~4KB per truck per minute Retention: 60 days

70. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Performance analysis– architecture
Performance
History
RIO
Marketplace
MongoDB
Atlas
React App
Performance
Async events
via Kafka
Vehicle
connectivity
HTTP calls
Product activated
Product
Config
Change configuration,
including data reduction
Performance data
Kafka
Streaming
Performance
Kafka Streams
Driver changed
15 min aggregates
Write amplification
factor 12
IoT throughput:
~4KB per truck per minute Retention: 60 days
Reprocessing of ~45 million
truck messages in
~14 hours, with 7 instances,
each 4 GB RAM, 1 vCPU

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KafkaStreamsalternatives
Kafka and Apache Flink
• Apache Flink is not so deeply integrated with Kafka
• Apache Flink is deployed as cluster, Kafka Streams is included as library
• Kafka Stream applications can be deployed to ECS
Amazon Kinesis and Apache Flink
• Deployment managed by AWS
• Amazon Kinesis Data Analytics for Java was not available yet

72. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Performance analysis– Keypoints
End-to-end responsibility from device to application allows fast iteration and
control
• Payload definition
• Various trigger for data collection
• Remote configurable aggregation on device
Stream processing
• Near real-time access to results
• Reprocessing of truck events possible
Elastic adjustment of capacity between reprocessing and normal operation

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Tachographservices

74. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Tachographservices – keypoints
• Multiple .NET Core services instead of
Java/Kotlin Spring Boot
• Windows application with card reader
• Automated download and archival of
digital tachograph and driver card to
Amazon S3
• Enabled compliant processing and
storage of personal data on AWS to fulfill
legal obligation of customers

75. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.

76. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Fleet monitor
Organization and architectural
End-to-end responsibility
• From embedded app to service
• Fast, local decisions
• Fit for initial purpose
Performance Analysis
Remaining driving time

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Organization and architectural
Align local optimizations with overall strategy
• Abstractions at the right level
• Connector abstraction required to address mixed fleets
Fleet monitor
Performance Analysis
Remaining driving time
Connector
Connector

78. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Domain-driven design
Improve collaboration with
domain experts by
• Explicitly defining bounded
contexts
• Building a context map of the
domain
• Exploring and designing with
event storming
• Using ubiquitous language

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Multi-AccountStrategy
One Account Dozens of
Accounts

80. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Multi-AccountStrategy
AWS Account AWS Account AWS Account AWS Account
Instances Instances Instances Instances Instances Instances

81. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Whymultipleaccounts?

82. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.

83. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Undifferentiated heavylifting
Value for
RIO customers
Undifferentiated
heavy lifting
On premise

84. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Undifferentiated heavylifting
Value for
RIO customers
Undifferentiated
heavy lifting
On premise
Value for
RIO customers
Undifferentiated
heavy lifting
AWS as infrastructure provider

85. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Undifferentiated heavylifting
Value for
RIO customers
Undifferentiated
heavy lifting
On premise
Value for
RIO customers
Undifferentiated
heavy lifting
AWS as infrastructure provider
Value for
RIO customers
Undifferentiated
heavy lifting
Embrace higher level AWS services

86. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AWS Firstprinciple
Favor AWS platform service
over managed service,
over self-hosted OSS,
over self-built solutions
Self-hosted OSS
Self-built solution
Managed service
AWS service
Higher level
AWS service

87. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AWS First– Examples
Self-hosted OSS
Self-built solution
Managed service
AWS service
Higher level
AWS service

88. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AWS First– Examples
Self-hosted OSS
Self-built solution
Managed service
AWS service
Higher level
AWS service
OSS IAM and
API Gateway
Amazon Cognito and
Amazon API Gateway

89. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AWS First– Examples
Self-hosted OSS
Self-built solution
Managed service
AWS service
Higher level
AWS service
OSS IAM and
API Gateway
Amazon Cognito and
Amazon API Gateway
Monitoring and
logging
DataDog

90. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AWS First– Examples
Self-hosted OSS
Self-built solution
Managed service
AWS service
Higher level
AWS service
OSS IAM and
API Gateway
Amazon Cognito and
Amazon API Gateway
Monitoring and
logging
DataDog
ECS launch
type EC2
ECS launch
type Fargate

91. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AWS First– Re-evaluatedecisions
Self-hosted OSS
Self-built solution
Managed service
AWS service
Higher level
AWS service

92. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AWS First– Re-evaluatedecisions
Self-hosted OSS
Self-built solution
Managed service
AWS service
Higher level
AWS service
IoT and MQTT stack
AWS IoT Core

93. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AWS First– Re-evaluatedecisions
Self-hosted OSS
Self-built solution
Managed service
AWS service
Higher level
AWS service
IoT and MQTT stack
AWS IoT Core
Managed Kafka
Kafka

94. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AWS First– Re-evaluatedecisions
Self-hosted OSS
Self-built solution
Managed service
AWS service
Higher level
AWS service
IoT and MQTT stack
AWS IoT Core
Managed Kafka
Kafka
Amazon Managed
Streaming for Kafka

95. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AWS First– Re-evaluatedecisions
Self-hosted OSS
Self-built solution
Managed service
AWS service
Higher level
AWS service
IoT and MQTT stack
AWS IoT Core
Kafka
Kinesis and Lambda
Amazon Managed
Streaming for Kafka
Managed Kafka

96. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Additional skills required:
Multi-account strategy,
AWS First and
You build it, you run it

97. That's why we need you!
https://rio.cloud/en/careers.html
SOFTWARE CAN
NEVER BE FINISHED

98. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Thank you!
S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Christian Deger
@cdeger

99. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I TS U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.