dev-serum
  • README.md
  • sitemap
  • cheat sheet
    • Front-End
    • IDE
      • JetBrain Products
      • VScode (feat. Cursor IDE)
  • devops-cloud
    • [Monitoring] Datadog
    • [FinOps] AWS
    • Docker
      • Docker env-variable mapping
      • Make snapshot
      • compose
      • Networking
      • [Docker] context (multi profile)
    • [Kubernates]
      • [Kubernates][Linux] check stdout log and restart
      • [Kubernates] with MSK
      • [Kebernbates] Commands
      • [Kubernates] EKS
    • Infrastructure as Code
      • cloud key,value manage
      • Terraform, Terragrunt
        • [Terraform] basic
        • Terraform with OnePassword
      • [Terraform] CDKTF
        • [Terraform] CDKTF Best Practice
        • [Terraform] CDKTF module apply
    • AWS Command
    • AWS
      • AWS ElsticCache VS MemoryDB
      • AWS Route 53
      • AWS Machine Learning
      • AWS::CloudWatch
      • AWS RAM (Resource Access Manager)
      • S3 vs CloudFront
      • AWS VPC & Subnet
        • AWS VPC & Subnet Strategy
        • AWS NAT gateway
      • AWS: Check List
      • AWS Fargate
      • AWS: Good Things To Know
      • AWS ElasticCache
      • AWS Load Balancer
      • AWS EFS
        • mount EFS on AWS ECS
      • [devserum] AWS setup guide for ECR event-based deploy
      • TECH-NEWS
        • AWS Fargate support spot instance
      • _Glossary
      • About Task volume
      • AWS Price
      • AWS EC2
        • Launch EC2 instance for ECS cluster
        • EC2 log
        • assign EC2 to ECS
      • Learn AWS
      • Cron jobs
      • AWS Codebuild
      • AWS API Gateway
      • AWS ECS
        • AWS ECS Quick Start
        • ECS service deployment and autoscaling
        • AWS ECS Task
        • Container Instance Draining
        • [editing][Serum] Create 'EC2 Linux + Networking Cluster' + Spot instance type
        • [editing] AWS ECS Guide
      • AWS S3
        • create S3 bucket for logging
      • AWS CodePipeline
        • CodePipeline setup based ECS push event
        • AWS Codebuild
      • AWS RDS
        • Aurora
      • AWS IAM
        • AWS IAM Custom Policy
      • AWS System Manager (parameter store)
      • AWS ECR
      • AWS Lambda (serverless)
      • [guide] network setup
      • [editing][Serum] AWS CodePipeline
        • create ECR
        • create CodeDeploy
        • create new pipeline
      • AWS Elastic IP
  • Computer Science
    • Database
    • Network
    • Design Pattern
    • Computer Science ETC
      • SIMD
      • Narcissistic number
      • Prime number
      • Fold (high-order function)
      • DFS (Deterministic finite automaton)
    • Object-Oriented Programming
  • Convention
    • API Design (RESTful) & Naming Convention
      • API Gateway & OAuth & API key
      • Authentication & Authorization
        • OAuth
    • File Naming Convention
  • DevOps & MLOps
    • Linux
      • Linux Tips
        • [Linux] tmux
        • [Linux] server terminal resolution
        • [Linux] SSH access control
          • SSH
        • [Linux] user & user group manage
      • CentOS
      • Linux commands
      • macOS command
      • Page 1
    • MLOps
      • ONNX on AWS Inferentia
      • Apache Airflow
      • [MLOps] Multi-GPU server setup
    • DevOps
      • Apache Flink
      • [cheatsheets] nginx
        • [cheetsheets] nginx & SSL certbot
      • CI / CD
        • [argocd]
      • Log ingeration
      • JMeter
      • Github
        • Github action
          • codeball
      • [Yaml] how to manage
    • Test
      • jmeter (stress test)
    • Jira
      • Jira Workflow Setup
      • Jira Board Configuraiton
      • Tips
      • JQL
      • Jira Ticket Automation
        • github action cheatsheets
        • reuse github action (github action template)
    • Git
      • git rollback process
      • private npm package
      • git token manage
    • [DevEnv]
      • [DevEnd] Ubuntu on Mac
      • [DevEnv] NodeJS
      • [DevEnv] Python setup
        • Pycharm
        • pipenv
        • [DevEnv] python setup on Windows
      • [DevEnv] Mac Setup QuickStart
      • [DevEnv] IDE - jetbrain
      • Java on Mac
      • asdf
      • Page 2
      • git
      • vimdiff
      • intellij + ammonite
      • iTerm2 + (fish-shell + advance) for macOS
    • DevOps: Good Things To Know
      • API Gateway & Reverse Proxy
      • Site Reliability Engineering
      • DevOps Topologies
    • Virtualization
    • Logging & Monitoring
      • Kibana
      • Fluent Bit & FluentD
    • Tech Standards
      • SIP: Session Initiation Protocol
  • Spring Framework
    • [Spring] N+1 solution
    • [Spring] Transaction
    • Gradle
    • [Spring] how autowired works?
    • [Spring] Test
  • Machine Learning
  • System Design
    • System Design
      • telemetry
      • Scalability
      • Stream Processing
      • System Design Pattern
      • Architecture
      • Cache
        • Chrome Cache
        • Redis as Cache
      • API Gateway
    • Serverless
      • Serverless framework deploy
      • AWS CloudFront
      • AWS:: Lambda@edge & CloudFront Function
        • deploy lambda@edge on existing cloudfront
      • lambda@edge (on the fly)
    • Image Server
  • Database
    • Data engineering
      • Metabase
    • RDBMS
      • PostgreSQL
        • Performance Tips
        • Postgres CDC with Airbyte on AWS RDS
    • Database Common Knowledge
    • In-memory
      • Redis
      • Redis
    • NoSQL
      • AWS Dynamo DB
      • Elasticsearch
  • Dive into
    • TS & JS
      • Express
      • Jest
      • NestJS
      • NodeJS
        • PM2
        • npm & yarn
        • node-http-proxy
        • Rollup JS
        • ExpressJS
      • JavaScript
        • for...in, for...of
        • RegExp
        • for iterator optimize
        • forEach vs map
      • TypeScript
        • Tips
        • Type & Interface
        • tslint on eslint
    • Golang
      • Go: Bootstrap
      • Go - Cheatsheet
      • Syntax
    • Python
      • Tips
      • pylint
      • packaging
      • Code Quality
      • Django
      • What's new
      • DRF
        • personal tutoring
      • Future of Language
      • TDD
      • Performance
    • Scala
    • C++
    • ETC
    • Kotlin & Spring Toy
  • Mathematics
    • Coursera Math
      • Systems of Equations
      • Systems of Sentences
    • Calculus
    • Math Cheatsheet
    • README.md Math
    • ETC
      • Why is a negative times a negative positive?
      • Interesting articles
    • Mathematical expression
    • Mathematics README.md
    • Pre-algebra
      • Factors and multiples
        • Least common multiple
    • Algebra I
      • Quadratic functions & equations
    • Algebra 2
    • Geometry
      • Circle
  • English
    • README.md - English
  • Data Structures & Algorithms
    • Math with Algorithm
    • Coding Challenges
      • Codewars-SQL
        • 7kyu
          • SQL Basics: Simple JOIN
        • 8kyu
          • Easy SQL: Convert to Hexadecimal
          • Easy SQL: Square Root and Log
          • Easy SQL: LowerCase
          • SQL Basics: Simple SUM
          • Countries Capitals for Trivia Night (SQL for Beginners #6)
          • SQL Basics: Simple DISTINCT
          • SQL Basics: Simple WHERE and ORDER BY
          • Easy SQL - Ordering
          • Adults only (SQL for Beginners #1)
      • Codewars
        • 4kyu
          • Strings Mix
        • 5kyu
          • Simple Pig Latin
        • 6kyu
          • Street Fighter 2 - Character Selection
          • String average
          • Casino chips
          • Design a Simple Automaton (Finite State Machine)
          • Numericals of a String
          • Strip Url Params
          • Row of the odd triangle
          • Calculate String Rotation
          • Prize Draw
          • Multiplication Tables
          • Primorial Of a Number
          • English beggars
          • Highest Rank Number in an Array
          • Tank Truck
          • IPv4 to int32
          • Sum The Tree
          • Prefill an Array
          • The Enigma Machine - Part 1: The Plugboard
          • If you can read this...
          • [draft]1/n- Cycle
          • Berlin Clock
          • Simple Fun #265: The Janitor And His Mop
          • Function Composition
          • Coordinates Validator
          • Meeting
          • Two Joggers
          • The Deaf Rats of Hamelin
          • Roman Numerals Decoder
        • 7kyu
          • Even numbers in an array
          • The highest profit wins!
          • Remove the minimum
          • Small enough? - Beginner
          • Compare Strings by Sum of Chars
          • Convert a linked list to a string
          • Halving Sum
          • My Languages
          • Folding your way to the moon
          • Gauß needs help! (Sums of a lot of numbers).
          • Sum of angles
          • Sum of Triangular Numbers
          • Flatten and sort an array
          • Triangular Treasure
          • Sorted? yes? no? how?
          • Most digits
          • Are the numbers in order?
          • Sort array by string length
          • Make a function that does arithmetic!
          • Find the stray number
          • two fighters, one winner.
          • Don't give me five!
          • Sum of the first nth term of Series
          • Largest 5 digit number in a series
          • Palindrome chain length
          • Sum of a sequence
          • Form The Largest
          • Credit Card Mask
          • List Filtering
          • Beginner Series #3 Sum of Numbers
          • Find the divisors!
          • Is this a triangle?
          • Find the next perfect square!
          • Square Every Digit
          • Every possible sum of two digits
          • A Gift Well Spent
          • Exclamation marks series #3: Remove all exclamation marks from sentence except at the end
          • Simple Fun #215: Properly Closed Bracket Word
          • Bit Plane Return
          • Playing with Sets : Sup/Sub
          • All Star Code Challenge #22
          • Simple Fun #213: Is Function?
          • Consecutive letters
          • Maximum Length Difference
          • L2: Triple X
          • Simple Fun #136: Missing Values
          • Merge two arrays
        • 8Kyu
          • Grasshopper - Array Mean
          • Lario and Muigi Pipe Problem
          • Add Length
          • Duck Duck Goose
          • Reverse List Order
          • Welcome!
          • Heads and Legs
          • Collatz Conjecture (3n+1)
          • Pirates!! Are the Cannons ready!??
          • The falling speed of petals
          • Formatting decimal places #0
          • Merge two sorted arrays into one
          • Find the Difference in Age between Oldest and Youngest Family Members
          • Convert to Binary
          • Thinkful - Number Drills: Pixelart planning
          • Holiday VIII - Duty Free
          • Closest elevator
          • Surface Area and Volume of a Box
          • Bin to Decimal
          • Is it even?
          • Check the exam
          • Hex to Decimal
          • Watermelon
          • Can we divide it?
          • Parse float
          • Twice as old
          • Get Nth Even Number
          • No zeros for heros
          • Volume of a Cuboid
          • Parse nice int from char problem
          • Will there be enough space?
          • Reversed Words
          • Short Long Short
          • Vowel remover
          • Beginner - Reduce but Grow
          • To square(root) or not to square(root)
          • Get the mean of an array
          • Count Odd Numbers below n
          • Convert a String to a Number!
          • You only need one - Beginner
          • Invert values
          • Keep Hydrated!
          • Convert a Number to a String!
          • Return Negative
          • Count of positives / sum of negatives
          • Square(n) Sum
          • Basic Mathematical Operations
          • Geometry Basics: Distance between points in 2D
          • Find the smallest integer in the array
          • Simple validation of a username with regex
          • Exclamation marks series #11: Replace all vowel to exclamation mark in the sentence
          • Removing Elements
          • Stringy Strings
          • Correct the mistakes of the character recognition software
          • Double Char
          • Rock Paper Scissors!
          • Count by X
          • Coefficients of the Quadratic Equation
          • Dollars and Cents
          • ES6 string addition
          • Character Frequency
          • SpeedCode #2 - Array Madness
    • Famous Algorithm Problems
      • Deterministic finite automaton
      • Fibonacci
      • Wheat and chessboard problem
    • Algorithm Technic & Optimization
      • JavaScript Algorithm Technic & Optimization
        • array compare optimize
      • Python Algorithm Technic
  • OpenStack
    • Manage IP addresses
  • Standards
    • ISO
    • IEEE
  • Good things to know
    • Web Technology
      • Untitled
  • BOOK-REVIEW
    • Tech
      • [KR-230607] 가상 면접 사례로 배우는 대규모 시스템 설계 기초 (원제 : System Design Interview)
      • [KR-2001061] '빅데이터를 지탱하는 기술' 리뷰
      • [KR-2001060] '성당과 시장' 리뷰
    • Candidates to read
    • Human Mind & Behavior
      • Unlimited Memory
      • Everybody Lies
    • Economics & Stock
      • One Up On Wall Street
    • Productivity
      • Get Organized: Do More in Less Time
  • quick-reference
    • API
      • API URL naming convention
    • TECH
      • Free Certificate (HTTPS)
      • GDPR + PostgreSQL & Sequelize Encryption
      • API Gateway
    • security
    • ETC
      • IDE / JetBrains / PyCharm
      • dev-env
        • web-storm
      • Github
    • Front-end
      • next.js
  • -------------------------------
  • ⇣ ⇣Legacy⇣ ⇣
  • -------------------------------
  • Cheat-sheet
    • JavaScript
      • eslint
    • ETC
      • [cheat-sheet] Git
  • -------------------------------
  • ⇣ ⇣Korean Contents ⇣ ⇣
  • -------------------------------
  • [kr] Tech-knowledge
    • Article
      • [KR-1912150] 모던 소프트웨어 개발, 배포 라이프사이클
  • [kr] dive-into
    • Software Design Principle
      • [KR-2001110] DRY - don't repeat yourself
  • [kr] Book-review
    • Candidates to read
  • ETC
    • Personal notes
      • [review] AWS Innovate Online Conference –AI and Machine Learning Edition
Powered by GitBook
On this page
  • Serverless Framework
  • Plugin
  • AWS Lambda
  • lambda + cloudfront
  • Use Cases
  • run ML container on AWS Lambda with API gateway
  • Deploy multiple machine learning models for inference on AWS Lambda and Amazon EFS
  • Machine learning inference at scale using AWS serverless
  • Tips
  • News

Was this helpful?

  1. System Design

Serverless

PreviousAPI GatewayNextServerless framework deploy

Last updated 2 years ago

Was this helpful?

Serverless Framework

Plugin

  • For TDD - https://www.serverless.com/plugins/serverless-offline

  • TypeScript - https://github.com/serverless/serverless-plugin-typescript

  • optimize bundling - https://github.com/AnomalyInnovations/serverless-bundle#readme

AWS Lambda

lambda + cloudfront

Use Cases

run ML container on AWS Lambda with API gateway

Deploy multiple machine learning models for inference on AWS Lambda and Amazon EFS

Machine learning inference at scale using AWS serverless

Tips

  • AWS Lambda support 'docker container image' - AWS: Creating Lambda container images

  • AWS X-Ray adds trace linking for event-driven applications built on Amazon SQS and AWS Lambda

  • Operating Lambda: Performance optimization – Part 1

News

  • Nov 18, 2022 - AWS Lambda adds support for Node.js 18

LogoServerless: Develop & Monitor Apps On AWS Lambda
LogoServerless Framework: Plugin Repository
LogoUsing AWS Lambda with CloudFront Lambda@Edge - AWS LambdaAWS Lambda
AWS: Deploying machine learning models with serverless templates