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Legacy data for microservices
Data Gateways
Hugo Guerrero
APIs & Messaging Developer
Advocate, Red Hat
DATAGATEWAYS
1
Agenda
DATA GATEWAYS
2
Architecture Evolution
The inevitable transformation
Microservices Data
The rise of the gateways
Microservices Data
Data Gateways
Types
Hugo Guerrero
Mexican @ MA, USA
APIs & Event-Driven
Specialist | Open
Source Advocate |
History, Travel & Food
Enthusiast
@hguerreroo
@hguerrerooDATA GATEWAYS
Modernize this
● 10,000+ types of
interconnected apps
○ function focused …
○ 300,000 system
interfaces
● 100,000+ databases
○ 95% unused data
● Siloed product/service
orgs/processes
@hguerreroo
McKinsey: Next-generation core banking platforms: A golden ticket?
https://www.mckinsey.com/industries/financial-services/our-insights/banking-matters/next-generation-core-banking-platforms-a-golden-ticket
DATA GATEWAYS
@hguerreroo
Source: IDC Moving toward the future of banking infrastructure
DATA GATEWAYS
Cornerstone of Hybrid Cloud
@hguerrerooDATA GATEWAYS
6
Photo credit: JD Hancock on Visualhunt.com / CC BY
MICROSERVICES
ARCHITECTURE
MONOLITHIC
DATABASE
@hguerrerooDATA GATEWAYS
7
Source: https://www.infoq.com/articles/data-gateways-cloud-native/
Distributed Architecture
We don’t need ESBs
anymore, but we still need
integration
@hguerreroo
9
DATA GATEWAYS
The Rise of API Gateways
Developer Apps
API Backend 2
API Gateway
API Request Authorized API Request
API Backend 1
API Backend 3
@hguerreroo
10
DATA GATEWAYS
Microservices Data
● Independent database per microservice
○ Independent database instance
○ Independent schema and logical grouping of
tables
● Only one microservice owns the data
● Polyglot persistence layer
@hguerrerooDATA GATEWAYS
11
Source: https://www.infoq.com/articles/data-gateways-cloud-native/
Gateways
@hguerreroo
Source: https://www.infoq.com/articles/data-gateways-cloud-native/
“A data gateway is like an API
gateway, but it understands and
acts on the data layer
implementation rather than the
networking layer”
DATA GATEWAYS
12
@hguerreroo
13
DATA GATEWAYS
Data Gateways
Developer Apps API-based Data
StoreData Gateway
API REST /
OData
Authorized API Request
Relational Data
Store
Non-relational
Data Store
BI Users
Data Scientists
ODBC
JDBC
@hguerreroo
14
DATA GATEWAYS
Data Gateway Capabilities
● Abstraction / Decoupling
○ Hides implementation
○ Abstracts physical source
● Security
○ Access control based on data model (row, column, etc.)
● Scaling
○ Caching and materialized views
● Federation
● Schema-first based on SQL standard
@hguerreroo
15
DATA GATEWAYS
Many Types of Data Gateways
● Classic Data Virtualization
● Database with Federation
● GraphQL bridges
● Cloud-hosted
● Secure tunneling data-proxies
● Open source data gateways
@hguerrerooDATA GATEWAY
Virtual Application Network
● An abstraction layer between the network and the application
services / processes
● Applications don’t need to be modified
○ HTTP/REST
○ gRPC
○ Messaging
○ General TCP/UDP (JDBC, etc.)
● A natural fit into container platforms: Kubernetes /Docker
● Application topology independent from network topology
@hguerrerooDATA GATEWAY
skupper.io
@skupperio
@hguerrerooDATA GATEWAY
Secure data gateway with Governance
SSO
@hguerrerooDATA GATEWAY
Federation and abstraction
@hguerrerooDATA GATEWAY
BIAN Open Banking
“Data has gravity, requires granular access control, is hard
to scale, and difficult to move on/off/between
cloud-native infrastructures. Having a data gateway
component as part of the cloud-native tooling arsenal,
which is hybrid and works on multiple cloud providers,
supports different use cases is becoming a necessity.”
DATAGATEWAYS
21
Source: https://www.infoq.com/articles/data-gateways-cloud-native/
THANK YOU!
DATA GATEWAYS
@hguerreroo
youtube.com/hguerreroo
@hguerrerooDATA GATEWAY
Other use cases
● Data modernization & migration
● Data firewall
● API composition

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