* 발표 동영상: https://youtu.be/emc8j-N_JUs 클라우드 환경에서 어플리케이션을 개발하는 것은 서버리스 서비스를 쉽게 활용하는 부분과 마이크로 서비스 아키텍처의 장점의 이해가 필요합니다. 이러한 요건에 대한 이해를 도울 수 있는 세션입니다. 중간에 적절한 Database 선택에 대한 옵션도 소개됩니다. Cloud Native Application에 관심 있는 분들에게 도움이 되는 소개 세션입니다.

1. Builders Online Series
Microservice Architecture & Application
Modernization
김일호
Lead Solutions Architect for Emerging Tech.

2. Customer
Obsessed
Modern Digital
Business
Organized
for Value
Technology
at the Core
Strategic Use
of Data
Test & Learn
Culture
1000x more market events
Querying from mins to secs
Home Delivery in 4 months
Scalable to 1M orders / hour
New features in weeks
Enabling Developers Globally
Invest, Test, Learn, & Fail Quickly
Retrained 2500 employees to agile
Characteristics of a Modern Digital Business

3. Technology decisions drive your business
strategy
Modular
services
As managed as
possible
Automated
& standardized
Everyone’s
responsibility
Purpose
built
Architectural
patterns
1
Operational
model
2
Software
delivery
3
Management &
Governance
4
Data
management
5

4. A serverless business strategy
Serverless-First is the decision to opt for serverless technologies
in your application as a first choice.
 No server management
 Flexible, automated scaling
 Pay for value
 Automated high availability
What do we mean when we say serverless?

5. Modernization changes how you work
Builders
Start from scratch
Goal is innovation
Operators
Deploy, debug, & monitor
Goal is low risk & high
reliability/availability

6. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved.

7. monolithic application
+ teams
2001
Lesson learned: decompose for agility
2002
microservices
+ 2 pizza teams
Development transformation at Amazon: 2001 –
2002

8. Two-pizza teams are fast & agile
Full ownership & autonomy
You build it, you run it
DevOps – small, nimble teams
Focused innovation

9. Traditional three-tier application
architecture
Web servers
Presentation layers
Application
servers
Business logic
Database servers
Data layer

10. A modern three-tier application architecture
Presentation
Business logic
Data
Queues/messages
Events Events
APIs

11. APIs are the front door of
microservices

12. 2002 - Bezos API Mandate

13. Realtor.com uses APIs between services
Lambda
function
AWS
Amazon CloudWatch
monitoring
Amazon
CloudFront
Mobile
apps
API
Gateway cache
Websites
Image Processing
Internet
Image
Repository
“We process 800 million
images per day through
Amazon API Gateway...”
Kuntal Shah,
SVP Engineering,
Realtor.com

14. Events are the connective tissue of
modern applications

15. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved.

16. Government
Financial Services
Publication
Education Manufacturing
Media & EntertainmentRetail Health Care
Loosely coupled, larger scale, more fault tolerant systems with less dependencies → faster innovation
Citizen engagement
Trades and transactions
Document capture &
publication, search
Learning and engagement Multi-step process
Social Media, Gaming,
Image, or video processing
Order processing and
fulfillment
Clinical data exchange
Events and messaging are the nervous system…

17. A short history of the messaging broker…

18. ON-PREMISES
On-premise message broker
CLOUD/MICROSERVICE
AWS native messaging
Higher Scalability, Reliability &
Decoupling
Event driven architectures
- Expensive (Capex & Opex)
- Specialized skillset
- Maintenance and Management
- Difficult to scale
INFRASTRUCTURE MANAGEMENT APPLICATION FOCUS
AWS managed message broker
Cost Savings, Operational Efficiencies,
& Availability
Automation & Innovation
Evolution of messaging and events

19. Design considerations
Born In Cloud | Micro-Services
Cloud Migration & Modernization Hybrid & Multi-Cloud
SaaS Integrations
AWS
3rd
PartyMOM = Message Oriented Middleware

20. The end goal
And do it faster

21. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved.

22. event
[i-’vent] noun
A signal that a system’s
state has changed.

23. What are events?
• Event becomes the primary mechanism for sharing information across
services about the change in state
• Immutable - cannot change the past
• Events have semantic intent, represented as verbs in the past tense,
e.g. “customer_created”
• Lightweight, correlated by properties that are common across bounded
contexts “customer_id”

24. Events are observable, not directed
Directed commands Observable events

25. Challenges with distributed systems (Synchronous API)
Producer
Consumers

26. De-couple services with event routers
Abstracts producers and
consumers
Selects and filters events

27. Improve responsiveness and reduce dependencies

28. Improve resiliency and scalability with event stores
Event store

29. Event stores apply to messages and streams
Message Processing Stream Processing
• The individual message is the unit of work
• Computation/processing per message
• Message occurrence can varies
• Message are deleted after consumption
• No need to track the position
• DLQ functionality built-in
• The message stream is the unit of work
• Complex computation on many messages
• Constant stream of messages
• Messages are available after consumption until
expiration
• Each client needs to track the current position in
the stream
• No built-in DLQ functionality

30. Reliable, resilient, and independently scalable
“If your application is cloud-native, or large-scale, or distributed, and doesn’t include a
messaging or event component, that’s probably a bug.” Tim Bray
VP / Distinguished Engineer
Messaging, Eventing & Orchestration

31. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved.

32. AWS Messaging and Event Services
Event Store Event Router
Queues Streams Topics Event Bus
AWS Native
Managed Open
Source
Amazon SQS
Amazon MQ
Amazon SNS
Amazon MQ
Amazon Kinesis
Amazon MSK
Amazon EventBridge

33. Design considerations
Born In Cloud | Micro-Services
Cloud Migration & Modernization Hybrid & Multi-Cloud
SaaS Integrations
AWS
3rd
PartyMOM = Message Oriented Middleware

34. Design Considerations
Born In Cloud | Micro-Services
Cloud Migration & Modernization Hybrid & Multi-Cloud
SaaS Integrations
AWS
3rd
PartyMOM = Message Oriented Middleware

35. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Amazon
Simple Queue Service
Fully managed message queues for microservices, distributed
systems, and serverless applications

36. Amazon Simple Queue Service (SQS)
WHAT IT IS
Simple, flexible, fully
managed message
queuing service for
reliably and
continuously
exchanging any volume
of messages from
anywhere
(Standard and FIFO)
USE CASE
Build decoupled, highly
scalable microservices,
distributed systems,
and serverless
applications in the
cloud
COOL CAPABILITIES
Nearly infinite scalability
without pre-
provisioning capacity
25B messages per hour
Event Source

37. Processing High Volume Big Data With SQS

38. Better Together: SQS as an Event Source
Before:
- Customer wrote a service to poll an SQS queue including
logic to back off polling, delete message, etc.
- Customer monitored, scaled, and maintained
After:
- Lambda service is managing message polling, scaling of
consumers, receiving messages, passing on to Lambda
function, and deleting messages.
Result:
- Customers write and manage less code
- Customers leverage SQS and Lambda together to automate
functions.
Facts:
- SQS is the #1 event source for Lambda
New SQS FIFO as Lambda event-trigger launched Nov 2019!

39. Real-time Data Analysis and Alerting

40. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Amazon
Simple Notification
Service
Fully managed pub/sub messaging for microservices, distributed
systems, and serverless applications

41. Amazon Simple Notification Service (SNS)
WHAT IT IS
Simple, flexible, fully
managed publish/subscribe
messaging and mobile push
notification service for high
throughput, highly reliable
message delivery
USE CASE
Notify multiple subscribed
applications
Replicate data across
regions
Invoke multiple steps in
workloads
Parallel processing
Trigger serverless actions
COOL
CAPABILITIES
Highly reliable delivery of
any volume of messages to
any number of recipients
across multiple protocols

42. Mapping events to topics
Amazon SNS “US
Orders”
Topic
Amazon SQS “US
Orders” Queue
Publisher
AWS Lambda
Amazon SNS
Subscription
Amazon SNS “EU
Orders”
Topic
Amazon SQS “EU
Orders” Queue
AWS Lambda
Amazon SNS
Subscription
Each message type is mapped to
logical destination

43. Serverless Ride Hailing Application
Unicorn
AWS Cloud
{
"from": "...",
"to": "...",
"duration": "...",
"distance": "...",
"customer": "...",
"fare": "..."
}
Ride
completion
topic
Topic-queue-chaining
https://...
submit-ride-completion
201 Created
Location: ...
Content-Location: ...
{
<cmpl-ride-repr>
}
SNS message filter:
fare >= x
distance >= y
Unicorn
management
service
Customer
notification
service
Customer
accounting
service
Customer
loyalty
service
Data lake
ingestion
service
Extraordinary
rides
service
Rides
store
Wild Rydes
unicorn app

44. Customer Adoption Patterns
Born In Cloud | Micro-Services
Cloud Migration & Modernization Hybrid & Multi-Cloud
SaaS Integrations
AWS
3rd
PartyMOM = Message Oriented Middleware

45. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Amazon
EventBridge
A serverless event bus service for AWS services, your own
applications,
and SaaS providers

46. Amazon EventBridge
WHAT IT IS
Simple, flexible, fully
managed, pay as you go,
event bus service that
makes it easy to ingest and
process data from AWS
services, your own
applications, and SaaS
applications.
USE CASE
Remove friction of having to
write point-to-point
integrations between
services. Take action on
SaaS messages, run
workflows, apply
intelligence, audit and
analyze, and synchronize
data.
COOL CAPABILITIES
17 Targets including
Lambda, SQS, SNS,
Kinesis, and Firehose
Schema Registry stores a
collection of schemas a and
allows developers to
SEARCH/FIND/TRACK
different schemas that are
used for applications
Event Source

47. Amazon EventBridge Architecture
Partner
event source Rules
Default event bus
Custom event bus
SaaS event bus
Amazon EventBridge

48. Consume events from over 115 AWS Services

49. Over 24 Amazon EventBridge SaaS Integrations…

50. Amazon EventBridge
AWS services
Custom events
SaaS apps Partner
event source Rules
Amazon EventBridge
Default event bus
Custom event bus
SaaS event bus
Event
buses

51. Amazon EventBridge
AWS services
Custom events
SaaS apps Partner
event source Rules
Default event bus
Custom event bus
SaaS event bus
Amazon EventBridge

52. Amazon EventBridge
AWS services
Custom events
SaaS apps Partner
event source Rules
Targets
Default event bus
Custom event bus
SaaS event bus
Amazon EventBridge

53. Event Routers: Eventbridge and/or SNS
EVENTBRIDGE
• Reacting to events from SaaS
applications, AWS services (115), or
customer applications.
• Pre-defined schema: Create rules
that are applied across the entire
event body to filter before pushing to
consumers
SNS
• High throughput and low latency
events published by other
applications, microservices, or AWS
services.
• Very high fanout (thousands or
millions of endpoints)

54. New service release - AWS AppFlow
transfer data to/from SaaS applications

55. AWS AppFlow – transfer data to/from SaaS applications

56. Design Considerations
Born In Cloud | Micro-Services
Cloud Migration & Modernization Hybrid & Multi-Cloud
SaaS Integrations
AWS
3rd
PartyMOM = Message Oriented Middleware

57. Message-oriented middleware (MoM) or Message Broker
Traditional On Premise Deployment
Traditional distributed architectures

58. Re-Architecture effort
Eliminate broker
licensing and CAPEX
Existing On-Premise
Investments
Increased capabilities
Eliminate broker
management
Public cloud risks
For many organizations these risks are barriers to cloud adoption
Benefits
Considerations
Enterprise Messaging Cloud Adoption

59. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Amazon MQ
Fully-managed message broker service for open source Apache ActiveMQ

60. A fully-managed message broker service for open source Apache ActiveMQ that
makes it easy to set up and operate message brokers in the cloud
Breaking barriers with Amazon MQ
Industry-standard
OpenSource messaging
Highly Available,
Durable, and Scalable*
AZ1
AZ2
Easy to manage Secure
VPC
Enable customers to migrate applications and re-factor faster

61. Amazon MQ meets customers where they are
On-premises to AWS Bridge 3rd Party Cloud Connectors

62. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Amazon MSK

63. Amazon MSK for Kafka workloads

64. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Bringing it together

65. Design considerations
Born In Cloud | Micro-Services
Cloud Migration & Modernization Hybrid & Multi-Cloud
SaaS Integrations
AWS
3rd
PartyMOM = Message Oriented Middleware
Amazon SQS
Amazon SNS
Amazon EventBridge
Amazon MQ
Amazon MQ
Amazon
EventBridge
Amazon MSK
Amazon MSK

66. A decoupled data strategy improves fault
tolerance

67. Decoupling your data

68. Decoupling data into each service improves resilience

69. Purpose built databases
Massive data volume?
One size does
not fit all.
What are the data needs of each modular service?
Data warehousing?
High speed rendering?

70. Redshift
Data warehousing
EMR
Hadoop + Spark
Athena
Interactive analytics
Kinesis Data Analytics
Real time
Elasticsearch Service
Operational Analytics
RDS
MySQL, PostgreSQL, MariaDB,
Oracle, SQL Server
Aurora
MySQL, PostgreSQL
QuickSight SageMaker
DynamoDB
Key value
ElastiCache
Redis, Memcached
Neptune
Graph
Timestream
Time Series
QLDB
Ledger Database
S3/Glacier
Glue
ETL & Data Catalog
Lake Formation
Data Lakes
Database Migration Service | Snowball | Snowmobile | Kinesis Data Firehose | Kinesis Data Streams
Data Movement
Analytics Databases
Data, Business Intelligence & Machine Learning
Data Lake
Blockchain
RDS on VMware
DocumentDB
Document
The broadest portfolio for all your data and analytics needs
Managed
Blockchain
Blockchain
Templates
MCS
Cassandra

71. © 2020, Amazon Web Services, Inc. or its affiliates. All rights reserved.

72. developers
delivery pipelines
services
monitorreleasetestbuild
Deployment: Monolith development lifecycle

73. developers services
monitorreleasetestbuild
delivery pipelines
monitorreleasetestbuild
monitorreleasetestbuild
monitorreleasetestbuild
monitorreleasetestbuild
monitorreleasetestbuild
Deployment: Microservice development lifecycle

74. © 2020, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Operators take on a more strategic role in
organizations that build modern applications

76. AWS 온라인 교육 과정
• AWS Cloud Practitioner Essentials
AWS 클라우드의 기초를 배우고, AWS Certified Cloud
Practitioner 공인 자격 시험을 준비할 수 있는 과정입니다.
https://www.aws.training/Details/Curriculum?id=32442
• AWS 클라우드 보안 기초
AWS 액세스 제어 및 관리, 거버넌스, 로깅 및 암호화 방법 등
AWS의 보안 개념을 소개합니다.
https://www.aws.training/Details/Curriculum?id=11048
• Amazon Elastic Block Storage (EBS) 소개
AWS 클라우드의 Amazon EC2 인스턴스에 사용할 블록
스토리지 볼륨을 제공하는 Amazon Elastic Block
Store(EBS)를 소개합니다.
https://www.aws.training/Details/Video?id=37393
자신의 속도에 맞춰 학습하세요.
무료 AWS 디지털 교육을 통해
편한 시간에 원하는 장소에서
최신 클라우드 기술을
학습할 수 있습니다.

77. AWS Builders Online Series에
참석해주셔서 대단히 감사합니다.
aws-korea-marketing@amazon.com
twitter.com/AWSKorea
facebook.com/amazonwebservices.ko
youtube.com/user/AWSKorea
slideshare.net/awskorea
twitch.tv/aws
저희가 준비한 내용, 어떻게 보셨나요?
더 나은 세미나를 위하여 설문을 꼭 작성해 주시기 바랍니다.

78. Builders Online Series
Thank you