Handle massive traffic with serverless

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Describe serverless architecture models from beginning to advanced. In this slides, some of aws serverless services are used without operations, and accelerate the development when the service is growing up.

Software

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Handle massive traffic
from the beginning
with Serverless
Danggeun Market Inc.
Byun Kyuhyun

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Let’s talk about startup
Ref. https://limwonki.com/771

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
We don’t have enough time,
and engineers.

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
However....

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Our startup wants to grow
faster than others.
Ref. https://www.edaily.co.kr/news/read?newsId=01308726622722456

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Let's take a look at
the practical architecture
for Serverless
to become a Unicorn.

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
First step

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Single web server
API Gateway - Lambda - DynamoDB or RDS

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Second step

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Scheduled jobs
for querying statistically or analysing.
CloudWatch Timebase Trigger with Lambda

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
This is a simple architecture.
There is no need to maintain infrastructure.
But it requires monitoring.

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Monitor serverless services

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Build GUI Dashboard on CloudWatch
Ref. https://sinovi.uk/articles/web-application-dashboards-in-aws-cloudwatch

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Grafana with cloudwatch logs
Ref. https://jamesthom.as/2018/01/visualising-serverless-metrics-with-grafana-dashboards/

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Datadog with cloudwatch logs
Ref. https://www.datadoghq.com/blog/aws-1-click-integration/

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
But, we’re working at an enterprise.
We need to handle more traffic.

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
It’s good enough if you’re using DynamoDB.
But RDB isn’t so good with Lambda

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
How to handle RDB connections?

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
First,
Using a global variable to hold DB connections
can be a solution on Lambda.

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
What if there’s 10 times traffic within a minute?
Ref. https://www.ireckon.com/web-dev/how-do-you-cope-when-your-site-traffic-doesnt-just-spike-it-explodes/

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
There will be a CPU or Memory spike on RDB
because of many connections.

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
How to handle it?

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
RDS Proxy
holds RDB connections and passes queries.
Ref. https://aws.amazon.com/ko/rds/proxy/

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
How to handle insertions on Databases?

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
You may consider
the throttling issue on DynamoDB,
and the scaling issue on RDB.

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Let’s adopt
the eventually consistent model

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
SQS with Lambda
Automactically triggered Lambda by SQS events

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
SNS + HTTP notification
Automatically send http requests by SNS

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Let’s see Scheduled job again.

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Becoming an enterprise service means we have Big data.
We can not handle data on Lambda.

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Long period job,
just run code on Fargate

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Build docker image with your code
and run on ECS or EKS(not yet Seoul)

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
But, if you want to do full-scan on
DynamoDB or RDB...

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
First,
RDS Exports and
Glue with Athena can be a solution

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Run RDS exports to S3 via Lambda
Ref. https://docs.aws.amazon.com/ko_kr/AmazonRDS/latest/UserGuide/USER_ExportSnapshot.html
RDS Export

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Second,
let’s see DynamoDB with Glue

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
DynamoDB - Glue - S3
then, read schema using Crawler, register data catalog on Glue

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
But, DynamoDB is expensive when extracting all data.

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Turn on DynamoDB Stream
and save all of the histories on S3.

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Query via Athena, visualize via BI tools

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Data is always matters!
With this journey,
we can consider less about service architecture.
Focus on your business.

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
The architecture of today’s journey

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
We are hiring!
bit.ly/dangguen

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
Serverless is more.

2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun
THANK YOU !
Email: novemberde1@gmail.com
Blog: https://novemberde.github.io
Github:https://github.com/novemberde

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Handle massive traffic with serverless

1. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Handle massive traffic from the beginning with Serverless Danggeun Market Inc. Byun Kyuhyun

2. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun BYUN Kyuhyun Software Engineer at Dangguen Market. Inc AWS Serverless Hero AWSKRUG Organizer CircleCI UG Organizer

3. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Let’s talk about startup Ref. https://limwonki.com/771

4. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun We don’t have enough time, and engineers.

5. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun However....

6. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Our startup wants to grow faster than others. Ref. https://www.edaily.co.kr/news/read?newsId=01308726622722456

7. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Let's take a look at the practical architecture for Serverless to become a Unicorn.

8. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun First step

9. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Single web server API Gateway - Lambda - DynamoDB or RDS

10. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Second step

11. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Scheduled jobs for querying statistically or analysing. CloudWatch Timebase Trigger with Lambda

12. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun This is a simple architecture. There is no need to maintain infrastructure. But it requires monitoring.

13. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Monitor serverless services

14. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Build GUI Dashboard on CloudWatch Ref. https://sinovi.uk/articles/web-application-dashboards-in-aws-cloudwatch

15. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Grafana with cloudwatch logs Ref. https://jamesthom.as/2018/01/visualising-serverless-metrics-with-grafana-dashboards/

16. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Datadog with cloudwatch logs Ref. https://www.datadoghq.com/blog/aws-1-click-integration/

17. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun But, we’re working at an enterprise. We need to handle more traffic.

18. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun It’s good enough if you’re using DynamoDB. But RDB isn’t so good with Lambda

19. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun How to handle RDB connections?

20. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun First, Using a global variable to hold DB connections can be a solution on Lambda.

21. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun What if there’s 10 times traffic within a minute? Ref. https://www.ireckon.com/web-dev/how-do-you-cope-when-your-site-traffic-doesnt-just-spike-it-explodes/

22. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun There will be a CPU or Memory spike on RDB because of many connections.

23. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun How to handle it?

24. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun RDS Proxy holds RDB connections and passes queries. Ref. https://aws.amazon.com/ko/rds/proxy/

25. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun How to handle insertions on Databases?

26. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun You may consider the throttling issue on DynamoDB, and the scaling issue on RDB.

27. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Let’s adopt the eventually consistent model

28. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun SQS with Lambda Automactically triggered Lambda by SQS events

29. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun SNS + HTTP notification Automatically send http requests by SNS

30. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Let’s see Scheduled job again.

31. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Becoming an enterprise service means we have Big data. We can not handle data on Lambda.

32. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Long period job, just run code on Fargate

33. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Build docker image with your code and run on ECS or EKS(not yet Seoul)

34. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun But, if you want to do full-scan on DynamoDB or RDB...

35. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun First, RDS Exports and Glue with Athena can be a solution

36. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Run RDS exports to S3 via Lambda Ref. https://docs.aws.amazon.com/ko_kr/AmazonRDS/latest/UserGuide/USER_ExportSnapshot.html RDS Export

37. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Second, let’s see DynamoDB with Glue

38. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun DynamoDB - Glue - S3 then, read schema using Crawler, register data catalog on Glue

39. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun But, DynamoDB is expensive when extracting all data.

40. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Turn on DynamoDB Stream and save all of the histories on S3.

41. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Query via Athena, visualize via BI tools

42. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Data is always matters! With this journey, we can consider less about service architecture. Focus on your business.

43. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun The architecture of today’s journey

44. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun

45. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun We are hiring! bit.ly/dangguen

46. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun Serverless is more.

47. 2020.07.08 | AWS Dev Alliance Meetup | Handling mssive traffic with Serverless | Byun Kyuhyun THANK YOU ! Email: novemberde1@gmail.com Blog: https://novemberde.github.io Github:https://github.com/novemberde

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