lumada iot architecture today and tomorrow
TRANSCRIPT
Lumada IoT Architecture Today and
Tomorrow
Rob TiffanyCTO and Global Product Manager/Lumada IoT
9/18/2017
Session Objectives:
▪ Discover the baseline architecture found in most IoT platforms.
▪ Learn about Lumada’s high-performance architecture that integrates
with a customer’s existing systems.
▪ Get a glimpse of the highly-distributed, global future of Lumada.
Key Takeaway:
You should be able to describe a secure, global IoT system designed to
deliver customer value at unprecedented scale.
Session Objectives and Takeaways
Common IoT Architectures
Generic IoT Platform Architecture
IoT
Device
SDK
AuthIoT Cloud
Gateway
Message
Queue
Do
IoT
Device
Registry
Unique Device ID
Security Token
Something
Let’s Build it in the Cloud!
Cloud
Gateway
Device
Registry
Analytics
Thing Thing
Thing Thing
ThingThing
Thing Thing
Thing Thing
Lumada Architecture
Lumada at a Glance
Core
Data Collection
Asset
Management
Asset Avatar
Foundry
Intelligent Composable Secure Flexible
IT Systems
Business Data
OT Systems
Machine Data
Human Data
Analytics
Batch / Stream
Analytics
Artificial
Intelligence
Data Blending
/ Orchestration
StudioAlerts /
NotificationsDashboard
Application
Enablement
Edge
Edge
Analytics
Real time
Control
Asset
Integration
Data Caching /
Filtering
▪ An asset avatar type is a digital blueprint for a class of physical assets
of the same type.
First We Start with an Asset Avatar Type
▪ Asset avatars are an instance of an asset avatar type and inherit a
subset of properties and metadata.
Asset
Avatar
Type
Asset
Asset
Asset
Asset
Avatar
Asset
Avatar
Asset
Avatar
Asset
AvatarAsset
Avatar
▪ An asset avatar is a digital representation of a physical asset.
Then We Derive Asset Avatars
▪ It serves as a digital proxy for physical assets with continuously updated
sensor values to meet the needs of data consumers.
Asset
Avatar
Asset
Avatar
Asset
Avatar
Sensor StateAsset
Physical Digital
Sensor
Sensor
Sensor Sensor
SensorSensor
Sensor
Value
Sensor
Value
Sensor
Value
Sensor
Value
Sensor
Value
Sensor
Value
Data
Query
Service
▪ Not all of our Industrial IoT customers are prepared to move their data
and operations to the cloud, so Lumada runs everywhere.
Portability to Meet Customers Where They Are
Assets Edge Core
▪ Lumada runs fully on-prem, in a hybrid on-prem to cloud configuration
or completely in the cloud as needed.
Assets EdgeAssets
Core Core
Assets Assets Assets
▪ Many customers have already made a sizable investment in their own
apps, analytics, data management and visualization systems.
▪ Customers can integrate with Lumada via the asset avatar data query
service, the real-time data consumer queue and data integration
connectors.
Flexibility to Work with Customer Systems
Asset
Avatar
Data Query
Service
Data
Integration
Connectors
Visualization
Alerts
Apps Analytics Data Consumer Message Queue Cloud
Databases
CRM
ERP
Real Time Subscription
Lumada 2.0 Architecture
Real Time TelemetryAssets
OT DataS
eri
aliza
tio
n o
f
Se
ns
or
Va
lue
s
Edge
Edge SDK
for Securable IP
Edge Devices w/
Compute + Storage
Analytics
Batch File Telemetry
MQ
TT
AM
QP
HT
TP
/RE
ST
Se
cu
rity
To
ke
n T
LS
IT Data
Business Data
Cloud Data
CRM
ERP
CSV
JSON
Studio
Interactive
Dashboards
Reporting
Enterprise
Integration
Initiate Actions
in Customer
Business
Systems via
Data Integration
Connectors
Real-Time Alerts
via SMS, Email
and Mobile Push
NotificationsData Blending
Streaming
Analytics
Data Pipelines
Workflow Engine
Machine
Learning
Python, R, Weka
Spark Execution
Engines
Core
Asset Registry
Assets + Gateways + People
Security Tokens
Producer Message Queue
Asset Avatars
Properties + State + History
KPIs + Thresholds + Rules
Consumer Message Queue
Unstructured Storage
Data Lake
APIs
Data Integration Connectors
Private or Public Cloud (IaaS)
Active Directory
Update Avatars
Update Queue
Da
ta R
ep
lay
FoundryMicroservices + Clustering + SSO + Authentication
Authorization + Multi-Cloud Deployment + Logging
Data Producers
Data Consumers
Solution Cores
Qu
eu
e S
ub
sc
rip
tio
n
As
se
t A
va
tar
Data
Qu
ery
Se
rvic
eD
ata
Sin
k
Asset SDK
for Securable IP
Endpoint Devices
w/ Compute +
Storage
Protocol
Adapter Framework
OPC UA HTTP
CAN Bus. Proprietary
TCP UDP
APIs
The Future of Lumada
The Future of Asset Avatar Types
Asset
Avatar
Type
Baseline metadata about this type of asset
Names, data types, and units of measure for every sensor and actuator exposed by
the asset
User-defined KPIs, thresholds, and rate of change velocity per sampling for each sensor
Asset configuration information including network interface, protocols, data formats,
parsing and data transformation information required to initiate telemetry ingestion
Code to be executed against incoming telemetry since data structure is known in advance
Analytic engines or runtimes used to execute code
New or updated metadata contributed by one asset avatar to be shared with all asset
avatars of the same type
If it’s a Child of a complex Parent Asset Avatar Type, it will also contain the Unique ID
of the Parent Asset Avatar Type to maintain the Parent/Child relationship
Latest versions of Software and firmware plus the path to retrieve updates
The Future of Asset Avatars
Asset
Avatar
Baseline metadata about this particular asset
Names of every asset sensor along with current and historical values
Names of every asset actuator to receive commands from authorized services
and relay them to the actual asset
New or updated metadata to be shared with the Asset Avatar Type it’s derived from
If it’s a Child of a complex Parent Asset Avatar, it will also contain the Unique ID of
the Parent Asset Avatar to maintain the Parent/Child relationship
The Unique ID of the Asset Avatar Type it is derived from
Ongoing maintenance records
The Unique IDs of one or more groups the asset belongs to
Current version of Software and firmware to compare with Asset Avatar Type version
URL of authoritative upstream server node
Location (GPS or other)
Activated + Retired Flag + associated dates and data retention policy
▪ Lumada will move to a distributed, global cloud model that looks like the
Internet using data replication services that work like the Internet
Domain Name Servers (DNS).
▪ Administrators can create and maintain groups, roles, asset avatars,
analytics, ML models, and global instances of Core, Fog, Edge and
Assets with a single SaaS system.
▪ Hitachi and partners will connect Assets to Edge and Fog infrastructure.
Hitachi and partner domain experts will create Asset Avatar Types.
Hitachi and partner data scientists will pick Machine Learning algorithms
and create/train models. Hitachi, partners or the customer will manage
and monitor the entire environment from a single cloud location.
Moving to a Global Offering
Global
Company
Japan
AssemblyLineOne
AssemblyLineTwo
FactoryTwo
FactoryOne
Tokyo
Kyoto
MachineOne
FactoryThree
Solving for Global Scale
AssemblyLine
Three
MachineTwoMachine
Three
MachineFour
MachineFive
Osaka
Japan Core
ML
Model
Training
Identity
Avatars
Se
c
AP
Is
Fog Fog
Smart Connected AssetsE
dg
eE
dg
e
Identity
Avatars
Se
c
AP
Is
Identity
Avatars
Se
c
AP
Is
EMEA Core
ASIA Core
Identity
Avatars
Se
c
AP
Is
Americas Core
ML
Model
Training
ML
Model
Training
ML
Model
Training
Identity
Avatars
Se
c
AP
Is
Sync
Sync
Identity
Avatars
Se
c
AP
Is
Identity
Avatars
Se
c
AP
Is
Fog
Fog
Edge
Edge
Consumer
Producer
Identity
Avatars
Se
c
AP
Is
Consumer
Producer
Identity
Avatars
Se
c
AP
Is
Consumer
ProducerIdentity
Avatars
Se
c
AP
Is
Consumer
Producer
Sec
APIs
Ide
ntity
Ava
tars
Sec
APIs
Ide
ntity
Ava
tars
Sm
art
Co
nn
ec
ted
As
se
tsS
ma
rt Co
nn
ec
ted
As
se
ts
Smart Connected Assets
Studio
Analytics
Analytics Analytics
Analytics
An
aly
tic
s
An
aly
tic
s
An
aly
tic
s
An
aly
tic
s
Studio
Stu
dio
Stu
dio
Sync SyncSync
Sync
Sync
Sync
Data Sync
Session Objectives:
▪ Discover the baseline architecture found in most IoT platforms.
▪ Learn about Lumada’s high-performance architecture that integrates
with a customer’s existing systems.
▪ Get a glimpse of the highly-distributed, global future of Lumada.
Key Takeaway:
You should be able to describe a secure, global IoT system designed to
deliver customer value at unprecedented scale.
In Review: Session Objectives and Takeaways
Q & A
Thank You