diff --git a/.eslintignore b/.eslintignore
index f06235c..76add87 100644
--- a/.eslintignore
+++ b/.eslintignore
@@ -1,2 +1,2 @@
 node_modules
-dist
+dist
\ No newline at end of file
diff --git a/.eslintrc.json b/.eslintrc.json
index eada90c..adf88e2 100644
--- a/.eslintrc.json
+++ b/.eslintrc.json
@@ -38,4 +38,4 @@
     ],
     "guard-for-in": "error"
   }
-}
+}
\ No newline at end of file
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index d54ab10..21495b9 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -9,10 +9,10 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout repository
-        uses: actions/checkout@master
+        uses: actions/checkout@v4
 
       - name: Install and test
-        uses: actions/setup-node@v2
+        uses: actions/setup-node@v4
         with:
           node-version: 16.x
           registry-url: 'https://registry.npmjs.org'
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 6a81a30..31ac3ef 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -10,18 +10,16 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        serverless: [ serverless-current, serverless-legacy ]
-        node-version: [ 14.x, 16.x, 18.x ]
+        node-version: [ 14.x, 16.x, 18.x, 20.x ]
     steps:
       - name: Checkout repository
-        uses: actions/checkout@master
+        uses: actions/checkout@v4
 
       - name: Use Node.js ${{ matrix.node-version }}
-        uses: actions/setup-node@v2
+        uses: actions/setup-node@v4
         with:
           node-version: ${{ matrix.node-version }}
           cache: 'npm'
       - run: npm install
-      - run: '[ "${{ matrix.serverless }}" == "serverless-legacy" ] && npm install serverless@latest-2 || true'
       - run: npm run lint
       - run: npm test
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 35e06c3..f8455ff 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,77 +1,119 @@
 # Changelog
+
 All notable changes to this project will be documented in this file.
 
 The format is based on [Keep a Changelog](http://keepachangelog.com/en/1.0.0/)
 and this project adheres to [Semantic Versioning](http://semver.org/spec/v2.0.0.html).
 
+## [5.0.0] - 2023-12-15
+
+### Changed
+
+- Moved from AWS SDK V1 to AWS SDK V3
+- Speed up VPC config setup by caching
+
 ## [4.1.0] - 2023-03-09
+
 ### Changed
- - Outdated packages updated
- - Minimum node version updated to 14
+
+- Outdated packages updated
+- Minimum node version updated to 14
 
 ## [4.0.2] - 2022-04-11
+
 ### Changed
- - Add integration with serverless 3 logging
- - Change Github workflows to run tests both with sls 2 and 3
+
+- Add integration with serverless 3 logging
+- Change Github workflows to run tests both with sls 2 and 3
 
 ## [4.0.1] - 2022-04-08
+
 ### Changed
- - Fixed audit issues. Added dependabot config
+
+- Fixed audit issues. Added dependabot config
 
 ## [4.0.0] - 2022-04-08
+
 ### Changed
- - Added compability with serverless 3
+
+- Added compability with serverless 3
 
 ## [3.1.2] - 2021-09-01
+
 ### Changed
- - Fixed y18n vulnerability
+
+- Fixed y18n vulnerability
 
 ## [3.1.1] - 2021-09-01
+
 ### Changed
+
 - Added serverless schema validation. Thank you @ROSeaboyer ([53](https://github.com/amplify-education/serverless-vpc-discovery/pull/53))
 
 ## [3.1.0] - 2021-09-01
+
 ### Changed
+
 - Dropped support of node versions < 12
 - Replaced Travis pipeline items with GitHub workflow
 
 ## [3.0.0] - 2020-12-24
+
 ### Added
-- Support for getting subnets and security groups by any tag key/value  
+
+- Support for getting subnets and security groups by any tag key/value
+
 ### Changed
+
 - ***Important!*** The `subnetNames` and `securityGroupNames` options have been deprecated and will be removed in the next major release. The new options are `subnets` and `securityGroups`.
 - ***Important!*** Drop `vpc` option support. The new option is `vpcDiscovery`.
 
 ## [2.3.0] - 2020-12-11
+
 ### Changed
+
 - Allow usage of wildcards in subnet and security group names. Thank you @RLRabinowitz ([#41](https://github.com/amplify-education/serverless-vpc-discovery/pull/41))
 
 ## [2.2.1] - 2020-12-02
+
 ### Changed
+
 - Fixed travis build
 
 ## [2.2.0] - 2020-12-02
+
 ### Changed
+
 - Set `custom.vpcDiscovery` optional.
 - Update travis config for github release tagging
 
 ## [2.1.0] - 2020-11-17
+
 ### Changed
+
 - ***Important!*** The `vpc` option has been deprecated but it still will work for a while. The new option is `vpcDiscovery`.
 - The VPC config applies to each function instead of the provider option.
 - Fixed logic for checking missing subnets and security groups.
+
 ### Added
+
 - A possibility to specify custom config for each function by specifying `function.vpcDiscovery` config
 - Added `warning` and `info` messages
 
 ## [2.0.0] - 2020-11-13
+
 ### Changed
+
 - The code rewritten to TypeScript. Added improvements. Updated travis config, lint and test scripts.
 
 ## [1.0.13] - 2018-10-10
+
 ### Added
+
 - Added our own configuration for AWS SDK's built in retry mechanism, increasing it from 3 retries to 20 so that this plugin is more easily used in an automated environment.
 
 ## [1.0.12] - 2018-08-01
+
 ### Added
+
 - This CHANGELOG file to make it easier for future updates to be documented. Sadly, will not be going back to document changes made for previous versions.
diff --git a/README.md b/README.md
index 0373b79..8174be4 100644
--- a/README.md
+++ b/README.md
@@ -1,14 +1,17 @@
 # serverless-vpc-discovery
+
 [![serverless](http://public.serverless.com/badges/v3.svg)](http://www.serverless.com)
 [![Build Status](https://travis-ci.org/amplify-education/serverless-vpc-discovery.svg?branch=master)](https://travis-ci.org/amplify-education/serverless-vpc-discovery)
 [![npm version](https://badge.fury.io/js/serverless-vpc-discovery.svg)](https://badge.fury.io/js/serverless-vpc-discovery)
 [![MIT licensed](https://img.shields.io/badge/license-MIT-blue.svg)](https://raw.githubusercontent.com/amplify-education/serverless-vpc-discovery/master/LICENSE)
-[![Codacy Badge](https://api.codacy.com/project/badge/Grade/c3ba87d04fe24b8f881252705e51cc29)](https://www.codacy.com/app/CFER/serverless-vpc-discovery?utm_source=github.com&utm_medium=referral&utm_content=amplify-education/serverless-vpc-discovery&utm_campaign=badger)
+[![Codacy Badge](https://app.codacy.com/project/badge/Grade/8135a66ac35648758d22e242fbdbd732)](https://app.codacy.com/gh/amplify-education/serverless-vpc-discovery/dashboard?utm_source=gh&utm_medium=referral&utm_content=&utm_campaign=Badge_grade)
 [![npm downloads](https://img.shields.io/npm/dt/serverless-vpc-discovery.svg?style=flat)](https://www.npmjs.com/package/serverless-vpc-discovery)
 
-The vpc discovery plugin takes the given vpc name, subnet tag key/value, and security group tag key/value or names in the serverless file to setup the vpc configuration for the lambda.
+The vpc discovery plugin takes the given vpc name, subnet tag key/value, and security group tag key/value or names in
+the serverless file to setup the vpc configuration for the lambda.
 
 Basically we use this config:
+
 ```
 vpcDiscovery:
     vpcName: '<vpc_name>'
@@ -21,7 +24,9 @@ vpcDiscovery:
         tagValues:
           - '<tag_value>'
 ```
+
 To generate this config:
+
 ```
 vpc:
     subnetIds:
@@ -31,30 +36,43 @@ vpc:
         - sg-123456789
         ...
 ```
+
 For each lambda function.
-      
-> Note: The core serverless `provider.vpc` settings will be used, if they are set, instead of `vpcDiscovery`. You can use also mix settings. For example you may set `provider.vpc.subnetIds` while using `vpcDiscovery` to set the `securityGroupIds`. Take a look at [official documentation](https://www.serverless.com/framework/docs/providers/aws/guide/functions#vpc-configuration). 
+
+> Note: The core serverless `provider.vpc` settings will be used, if they are set, instead of `vpcDiscovery`. You can
+> use also mix settings. For example you may set `provider.vpc.subnetIds` while using `vpcDiscovery` to set
+> the `securityGroupIds`. Take a look
+> at [official documentation](https://www.serverless.com/framework/docs/providers/aws/guide/functions#vpc-configuration).
 
 # About Amplify
-Amplify builds innovative and compelling digital educational products that empower teachers and students across the country. We have a long history as the leading innovator in K-12 education - and have been described as the best tech company in education and the best education company in tech. While others try to shrink the learning experience into the technology, we use technology to expand what is possible in real classrooms with real students and teachers.
+
+Amplify builds innovative and compelling digital educational products that empower teachers and students across the
+country. We have a long history as the leading innovator in K-12 education - and have been described as the best tech
+company in education and the best education company in tech. While others try to shrink the learning experience into the
+technology, we use technology to expand what is possible in real classrooms with real students and teachers.
 
 Learn more at https://www.amplify.com
 
 # Getting Started
 
 ## Prerequisites
+
 Make sure you have the following installed before starting:
+
 * [nodejs](https://nodejs.org/en/download/)
-* [npm](https://www.npmjs.com/get-npm?utm_source=house&utm_medium=homepage&utm_campaign=free%20orgs&utm_term=Install%20npm)
+* [npm](https://www.npmjs.com/get-npm?utm_source=house\&utm_medium=homepage\&utm_campaign=free%20orgs\&utm_term=Install%20npm)
 * [serverless](https://serverless.com/framework/docs/providers/aws/guide/installation/)
 
 Also allow the lambda to have the following IAM permissions:
+
 * ec2:CreateNetworkInterface
 * ec2:DescribeNetworkInterfaces
 * ec2:DeleteNetworkInterface
 
 ## Installation
+
 Run:
+
 ```
 # From npm (recommended)
 npm install serverless-vpc-discovery
@@ -62,7 +80,9 @@ npm install serverless-vpc-discovery
 # From github
 npm install https://github.com/amplify-education/serverless-vpc-discovery.git
 ```
+
 Then make the following edits to your serverless.yaml file:
+
 ```yaml
 plugins:
   - serverless-vpc-discovery
@@ -71,12 +91,12 @@ plugins:
 custom:
   vpcDiscovery:
     vpcName: '<vpc_name>'
-    
+
     # optional if `securityGroups` option is specified
     # list of tag key and values 
     subnets:
       - tagKey: <tag_name>
-        
+
         # an array of values
         tagValues:
           - '<tag_value>'
@@ -85,79 +105,83 @@ custom:
     # list of tag key and value or names
     securityGroups:
       - tagKey: <tag_name>
-        
+
         # an array of values
         tagValues:
           - '<tag_value>'
-      
+
       # optional if `tagKey` and `tagValues` are specified
       # an array of values
       - names:
-        - '<security_group_name>'
+          - '<security_group_name>'
 
 # Optional: Either set `custom.vpcDiscovery` or `functions.<function name>.vpcDiscovery`
 functions:
   example:
     handler: handler.example
     # inherit `custom.vpcDiscovery` config in case `custom.vpcDiscovery` is specified
-  
+
   example2:
     handler: handler.example
-    
+
     # skip vpc configuration for the current function
     vpcDiscovery: false
-    
+
   example3:
     handler: handler.example
-    
+
     # inherit `custom.vpcDiscovery` config in case `custom.vpcDiscovery` is specified and override security group names
     vpcDiscovery:
       vpcName: '<vpc_name>'
       securityGroups:
         - tagKey: <tag_name>
-          
+
           # an array of values
           tagValues:
             - '<tag_value>'
-  
+
   example4:
     handler: handler.example
     # override or set basic subnets and security groups items
     vpcDiscovery:
       vpcName: '<vpc_name>'
-      
+
       # optional if `custom.vpcDiscovery.securityGroups` option is specified
-      subnets: 
+      subnets:
         - tagKey: <tag_name>
-          
+
           # an array of values
           tagValues:
             - '<tag_value>'
 
       # optional if `custom.vpcDiscovery.subnets` option is specified
-      securityGroups: 
-        
+      securityGroups:
+
         # optional if `names` option is specified
         - tagKey: <tag_name>
-          
+
           # an array of values
           tagValues:
             - '<tag_value>'
-        
+
         # optional if `tagKey` and `tagValues` are specified
         # an array of values
-        - names: 
-          - '<security_group_name>'
+        - names:
+            - '<security_group_name>'
 ```
 
 ## Running Tests
+
 To run the test:
+
 ```
 npm test
 ```
+
 All tests should pass.
 
-To run integration tests, set an environment variable TEST_VPC_NAME to the VPC you will be testing for. Then,
+To run integration tests, set an environment variable TEST\_VPC\_NAME to the VPC you will be testing for. Then,
+
 ```
 export AWS_PROFILE=your_profile
 export TEST_VPC_NAME=vpc_name
@@ -165,16 +189,19 @@ npm build
 npm run integration-test
 ```
 
-If there is an error build and install the node_module inside the serverless-vpc-discovery folder:
+If there is an error build and install the node\_module inside the serverless-vpc-discovery folder:
+
 ```
 npm build
 npm install .
 ```
 
 ## Deploying with the plugin
+
 When deploying run:
+
 ```
-serverless deploy --env 'VPC Name'
+serverless deploy
 ```
 
 And that should be it! Good Luck!
@@ -185,14 +212,18 @@ The vpc, subnets, and security groups are found by filtering based on a specifie
 Vpc and subnets are found under the tag name `tag:Name`.
 Security groups are found by the name of the group under `group-name`.
 
-The vpc is found first as it is used to find the subnets and security groups. Once all of the subnets and security groups are found the serverless service provider creates a vpc object and stores the subnets and security groups.
+The vpc is found first as it is used to find the subnets and security groups. Once all of the subnets and security
+groups are found the serverless service provider creates a vpc object and stores the subnets and security groups.
 
 # Responsible Disclosure
+
 If you have any security issue to report, contact project maintainers privately.
 You can reach us at <github@amplify.com>
 
 # Contributing
+
 We welcome pull requests! For your pull request to be accepted smoothly, we suggest that you:
+
 1. For any sizable change, first open a GitHub issue to discuss your idea.
-2. Create a pull request.  Explain why you want to make the change and what it’s for.
-We’ll try to answer any PR’s promptly.
+2. Create a pull request. Explain why you want to make the change and what it’s for.
+   We’ll try to answer any PR’s promptly.
diff --git a/package-lock.json b/package-lock.json
index a45d7fa..c80f316 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,331 +1,805 @@
 {
   "name": "serverless-vpc-discovery",
-  "version": "4.1.0",
+  "version": "5.0.0",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "serverless-vpc-discovery",
-      "version": "4.1.0",
+      "version": "5.0.0",
       "license": "MIT",
       "dependencies": {
-        "aws-sdk": "^2.1331.0"
+        "@aws-sdk/client-ec2": "^3.467.0",
+        "@smithy/smithy-client": "^2.1.18",
+        "@smithy/util-retry": "^2.0.8",
+        "ts-md5": "^1.3.1"
       },
       "devDependencies": {
-        "@types/mocha": "^9.1.1",
-        "@types/node": "^16.18.14",
-        "@typescript-eslint/eslint-plugin": "^4.33.0",
-        "@typescript-eslint/parser": "^4.33.0",
-        "aws-sdk-mock": "^5.8.0",
-        "chai": "^4.3.7",
-        "chai-spies": "^1.0.0",
+        "@aws-sdk/client-lambda": "^3.465.0",
+        "@types/js-yaml": "^4.0.9",
+        "@types/mocha": "^10.0.6",
+        "@types/node": "^20.10.3",
+        "@types/randomstring": "^1.1.11",
+        "@types/shelljs": "^0.8.15",
+        "@typescript-eslint/eslint-plugin": "^5.62.0",
+        "@typescript-eslint/parser": "^5.62.0",
+        "aws-sdk-client-mock": "^3.0.0",
+        "chai": "^4.3.10",
+        "chai-spies": "^1.1.0",
         "eslint": "^7.32.0",
-        "eslint-config-airbnb": "^18.2.1",
         "eslint-config-standard": "^16.0.3",
-        "eslint-plugin-import": "^2.27.5",
-        "eslint-plugin-jsx-a11y": "6.4.1",
+        "eslint-plugin-import": "^2.29.0",
         "eslint-plugin-node": "^11.1.0",
         "eslint-plugin-promise": "^5.2.0",
-        "eslint-plugin-react": "^7.32.2",
-        "eslint-plugin-react-hooks": "^4.6.0",
         "js-yaml": "^4.1.0",
-        "mocha": "^9.2.2",
+        "mocha": "^10.2.0",
         "mocha-param": "^2.0.1",
         "nyc": "^15.1.0",
-        "randomstring": "^1.2.3",
-        "serverless": "^3.28.1",
+        "randomstring": "^1.3.0",
+        "serverless": "^3.38.0",
         "shelljs": "^0.8.5",
         "ts-node": "^10.9.1",
-        "typescript": "~4.3.5"
+        "typescript": "5.1.6"
       },
       "engines": {
         "node": ">=14"
       }
     },
+    "node_modules/@aashutoshrathi/word-wrap": {
+      "version": "1.2.6",
+      "resolved": "https://registry.npmjs.org/@aashutoshrathi/word-wrap/-/word-wrap-1.2.6.tgz",
+      "integrity": "sha512-1Yjs2SvM8TflER/OD3cOjhWWOZb58A2t7wpE2S9XfBYTiIl+XFhQG2bjy4Pu1I+EAlCNUzRDYDdFwFYUKvXcIA==",
+      "dev": true,
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
     "node_modules/@ampproject/remapping": {
-      "version": "2.2.0",
-      "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.2.0.tgz",
-      "integrity": "sha512-qRmjj8nj9qmLTQXXmaR1cck3UXSRMPrbsLJAasZpF+t3riI71BXed5ebIOYwQntykeZuhjsdweEc9BxH5Jc26w==",
+      "version": "2.2.1",
+      "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.2.1.tgz",
+      "integrity": "sha512-lFMjJTrFL3j7L9yBxwYfCq2k6qqwHyzuUl/XBnif78PWTJYyL/dfowQHWE3sp6U6ZzqWiiIZnpTMO96zhkjwtg==",
       "dev": true,
       "dependencies": {
-        "@jridgewell/gen-mapping": "^0.1.0",
+        "@jridgewell/gen-mapping": "^0.3.0",
         "@jridgewell/trace-mapping": "^0.3.9"
       },
       "engines": {
         "node": ">=6.0.0"
       }
     },
-    "node_modules/@babel/code-frame": {
-      "version": "7.12.11",
-      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.12.11.tgz",
-      "integrity": "sha512-Zt1yodBx1UcyiePMSkWnU4hPqhwq7hGi2nFL1LeA3EUl+q2LQx16MISgJ0+z7dnmgvP9QtIleuETGOiOH1RcIw==",
-      "dev": true,
+    "node_modules/@aws-crypto/crc32": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/@aws-crypto/crc32/-/crc32-3.0.0.tgz",
+      "integrity": "sha512-IzSgsrxUcsrejQbPVilIKy16kAT52EwB6zSaI+M3xxIhKh5+aldEyvI+z6erM7TCLB2BJsFrtHjp6/4/sr+3dA==",
       "dependencies": {
-        "@babel/highlight": "^7.10.4"
+        "@aws-crypto/util": "^3.0.0",
+        "@aws-sdk/types": "^3.222.0",
+        "tslib": "^1.11.1"
       }
     },
-    "node_modules/@babel/compat-data": {
-      "version": "7.21.0",
-      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.21.0.tgz",
-      "integrity": "sha512-gMuZsmsgxk/ENC3O/fRw5QY8A9/uxQbbCEypnLIiYYc/qVJtEV7ouxC3EllIIwNzMqAQee5tanFabWsUOutS7g==",
-      "dev": true,
-      "engines": {
-        "node": ">=6.9.0"
+    "node_modules/@aws-crypto/crc32/node_modules/tslib": {
+      "version": "1.14.1",
+      "resolved": "https://registry.npmjs.org/tslib/-/tslib-1.14.1.tgz",
+      "integrity": "sha512-Xni35NKzjgMrwevysHTCArtLDpPvye8zV/0E4EyYn43P7/7qvQwPh9BGkHewbMulVntbigmcT7rdX3BNo9wRJg=="
+    },
+    "node_modules/@aws-crypto/ie11-detection": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/@aws-crypto/ie11-detection/-/ie11-detection-3.0.0.tgz",
+      "integrity": "sha512-341lBBkiY1DfDNKai/wXM3aujNBkXR7tq1URPQDL9wi3AUbI80NR74uF1TXHMm7po1AcnFk8iu2S2IeU/+/A+Q==",
+      "dependencies": {
+        "tslib": "^1.11.1"
       }
     },
-    "node_modules/@babel/core": {
-      "version": "7.21.0",
-      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.21.0.tgz",
-      "integrity": "sha512-PuxUbxcW6ZYe656yL3EAhpy7qXKq0DmYsrJLpbB8XrsCP9Nm+XCg9XFMb5vIDliPD7+U/+M+QJlH17XOcB7eXA==",
-      "dev": true,
+    "node_modules/@aws-crypto/ie11-detection/node_modules/tslib": {
+      "version": "1.14.1",
+      "resolved": "https://registry.npmjs.org/tslib/-/tslib-1.14.1.tgz",
+      "integrity": "sha512-Xni35NKzjgMrwevysHTCArtLDpPvye8zV/0E4EyYn43P7/7qvQwPh9BGkHewbMulVntbigmcT7rdX3BNo9wRJg=="
+    },
+    "node_modules/@aws-crypto/sha256-browser": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/@aws-crypto/sha256-browser/-/sha256-browser-3.0.0.tgz",
+      "integrity": "sha512-8VLmW2B+gjFbU5uMeqtQM6Nj0/F1bro80xQXCW6CQBWgosFWXTx77aeOF5CAIAmbOK64SdMBJdNr6J41yP5mvQ==",
       "dependencies": {
-        "@ampproject/remapping": "^2.2.0",
-        "@babel/code-frame": "^7.18.6",
-        "@babel/generator": "^7.21.0",
-        "@babel/helper-compilation-targets": "^7.20.7",
-        "@babel/helper-module-transforms": "^7.21.0",
-        "@babel/helpers": "^7.21.0",
-        "@babel/parser": "^7.21.0",
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+      "integrity": "sha512-RofWgt/7fL5wP1Y7fxE7/EmTLzQVnB0ycyibJ0OOHIlJqTNzglYFxVwETOcIoJqJmpDXJ9xImDv+Fq34F/d4Dw==",
+      "dev": true
+    },
+    "node_modules/url/node_modules/querystring": {
+      "version": "0.2.0",
+      "resolved": "https://registry.npmjs.org/querystring/-/querystring-0.2.0.tgz",
+      "integrity": "sha512-X/xY82scca2tau62i9mDyU9K+I+djTMUsvwf7xnUX5GLvVzgJybOJf4Y6o9Zx3oJK/LSXg5tTZBjwzqVPaPO2g==",
+      "deprecated": "The querystring API is considered Legacy. new code should use the URLSearchParams API instead.",
+      "dev": true,
+      "engines": {
+        "node": ">=0.4.x"
+      }
     },
     "node_modules/util": {
       "version": "0.12.5",
       "resolved": "https://registry.npmjs.org/util/-/util-0.12.5.tgz",
       "integrity": "sha512-kZf/K6hEIrWHI6XqOFUiiMa+79wE/D8Q+NCNAWclkyg3b4d2k7s0QGepNjiABc+aR3N1PAyHL7p6UcLY6LmrnA==",
+      "dev": true,
       "dependencies": {
         "inherits": "^2.0.3",
         "is-arguments": "^1.0.4",
@@ -8978,17 +10865,17 @@
       "dev": true
     },
     "node_modules/uuid": {
-      "version": "8.0.0",
-      "resolved": "https://registry.npmjs.org/uuid/-/uuid-8.0.0.tgz",
-      "integrity": "sha512-jOXGuXZAWdsTH7eZLtyXMqUb9EcWMGZNbL9YcGBJl4MH4nrxHmZJhEHvyLFrkxo+28uLb/NYRcStH48fnD0Vzw==",
+      "version": "8.3.2",
+      "resolved": "https://registry.npmjs.org/uuid/-/uuid-8.3.2.tgz",
+      "integrity": "sha512-+NYs2QeMWy+GWFOEm9xnn6HCDp0l7QBD7ml8zLUmJ+93Q5NF0NocErnwkTkXVFNiX3/fpC6afS8Dhb/gz7R7eg==",
       "bin": {
         "uuid": "dist/bin/uuid"
       }
     },
     "node_modules/v8-compile-cache": {
-      "version": "2.3.0",
-      "resolved": "https://registry.npmjs.org/v8-compile-cache/-/v8-compile-cache-2.3.0.tgz",
-      "integrity": "sha512-l8lCEmLcLYZh4nbunNZvQCJc5pv7+RCwa8q/LdUx8u7lsWvPDKmpodJAJNwkAhJC//dFY48KuIEmjtd4RViDrA==",
+      "version": "2.4.0",
+      "resolved": "https://registry.npmjs.org/v8-compile-cache/-/v8-compile-cache-2.4.0.tgz",
+      "integrity": "sha512-ocyWc3bAHBB/guyqJQVI5o4BZkPhznPYUG2ea80Gond/BgNWpap8TOmLSeeQG7bnh2KMISxskdADG59j7zruhw==",
       "dev": true
     },
     "node_modules/v8-compile-cache-lib": {
@@ -9063,22 +10950,22 @@
       }
     },
     "node_modules/which-module": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/which-module/-/which-module-2.0.0.tgz",
-      "integrity": "sha512-B+enWhmw6cjfVC7kS8Pj9pCrKSc5txArRyaYGe088shv/FGWH+0Rjx/xPgtsWfsUtS27FkP697E4DDhgrgoc0Q==",
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/which-module/-/which-module-2.0.1.tgz",
+      "integrity": "sha512-iBdZ57RDvnOR9AGBhML2vFZf7h8vmBjhoaZqODJBFWHVtKkDmKuHai3cx5PgVMrX5YDNp27AofYbAwctSS+vhQ==",
       "dev": true
     },
     "node_modules/which-typed-array": {
-      "version": "1.1.9",
-      "resolved": "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.9.tgz",
-      "integrity": "sha512-w9c4xkx6mPidwp7180ckYWfMmvxpjlZuIudNtDf4N/tTAUB8VJbX25qZoAsrtGuYNnGw3pa0AXgbGKRB8/EceA==",
+      "version": "1.1.13",
+      "resolved": "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.13.tgz",
+      "integrity": "sha512-P5Nra0qjSncduVPEAr7xhoF5guty49ArDTwzJ/yNuPIbZppyRxFQsRCWrocxIY+CnMVG+qfbU2FmDKyvSGClow==",
+      "dev": true,
       "dependencies": {
         "available-typed-arrays": "^1.0.5",
-        "call-bind": "^1.0.2",
+        "call-bind": "^1.0.4",
         "for-each": "^0.3.3",
         "gopd": "^1.0.1",
-        "has-tostringtag": "^1.0.0",
-        "is-typed-array": "^1.1.10"
+        "has-tostringtag": "^1.0.0"
       },
       "engines": {
         "node": ">= 0.4"
@@ -9087,25 +10974,16 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
-    "node_modules/word-wrap": {
-      "version": "1.2.3",
-      "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.3.tgz",
-      "integrity": "sha512-Hz/mrNwitNRh/HUAtM/VT/5VH+ygD6DV7mYKZAtHOrbs8U7lvPS6xf7EJKMF0uW1KJCl0H701g3ZGus+muE5vQ==",
-      "dev": true,
-      "engines": {
-        "node": ">=0.10.0"
-      }
-    },
     "node_modules/workerpool": {
-      "version": "6.2.0",
-      "resolved": "https://registry.npmjs.org/workerpool/-/workerpool-6.2.0.tgz",
-      "integrity": "sha512-Rsk5qQHJ9eowMH28Jwhe8HEbmdYDX4lwoMWshiCXugjtHqMD9ZbiqSDLxcsfdqsETPzVUtX5s1Z5kStiIM6l4A==",
+      "version": "6.2.1",
+      "resolved": "https://registry.npmjs.org/workerpool/-/workerpool-6.2.1.tgz",
+      "integrity": "sha512-ILEIE97kDZvF9Wb9f6h5aXK4swSlKGUcOEGiIYb2OOu/IrDU9iwj0fD//SsA6E5ibwJxpEvhullJY4Sl4GcpAw==",
       "dev": true
     },
     "node_modules/wrap-ansi": {
-      "version": "7.0.0",
-      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
-      "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==",
+      "version": "6.2.0",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-6.2.0.tgz",
+      "integrity": "sha512-r6lPcBGxZXlIcymEu7InxDMhdW0KDxpLgoFLcguasxCaJ/SOIZwINatK9KY/tf+ZrlywOKU0UDj3ATXUBfxJXA==",
       "dev": true,
       "dependencies": {
         "ansi-styles": "^4.0.0",
@@ -9113,10 +10991,7 @@
         "strip-ansi": "^6.0.0"
       },
       "engines": {
-        "node": ">=10"
-      },
-      "funding": {
-        "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
+        "node": ">=8"
       }
     },
     "node_modules/wrappy": {
@@ -9159,18 +11034,23 @@
       }
     },
     "node_modules/xml2js": {
-      "version": "0.4.19",
-      "resolved": "https://registry.npmjs.org/xml2js/-/xml2js-0.4.19.tgz",
-      "integrity": "sha512-esZnJZJOiJR9wWKMyuvSE1y6Dq5LCuJanqhxslH2bxM6duahNZ+HMpCLhBQGZkbX6xRf8x1Y2eJlgt2q3qo49Q==",
+      "version": "0.5.0",
+      "resolved": "https://registry.npmjs.org/xml2js/-/xml2js-0.5.0.tgz",
+      "integrity": "sha512-drPFnkQJik/O+uPKpqSgr22mpuFHqKdbS835iAQrUC73L2F5WkboIRd63ai/2Yg6I1jzifPFKH2NTK+cfglkIA==",
+      "dev": true,
       "dependencies": {
         "sax": ">=0.6.0",
-        "xmlbuilder": "~9.0.1"
+        "xmlbuilder": "~11.0.0"
+      },
+      "engines": {
+        "node": ">=4.0.0"
       }
     },
     "node_modules/xmlbuilder": {
-      "version": "9.0.7",
-      "resolved": "https://registry.npmjs.org/xmlbuilder/-/xmlbuilder-9.0.7.tgz",
-      "integrity": "sha512-7YXTQc3P2l9+0rjaUbLwMKRhtmwg1M1eDf6nag7urC7pIPYLD9W/jmzQ4ptRSUbodw5S0jfoGTflLemQibSpeQ==",
+      "version": "11.0.1",
+      "resolved": "https://registry.npmjs.org/xmlbuilder/-/xmlbuilder-11.0.1.tgz",
+      "integrity": "sha512-fDlsI/kFEx7gLvbecc0/ohLG50fugQp8ryHzMTuW9vSa1GJ0XYWKnhsUx7oie3G98+r56aTQIUB4kht42R3JvA==",
+      "dev": true,
       "engines": {
         "node": ">=4.0"
       }
@@ -9335,18 +11215,81 @@
       }
     },
     "node_modules/zip-stream": {
-      "version": "4.1.0",
-      "resolved": "https://registry.npmjs.org/zip-stream/-/zip-stream-4.1.0.tgz",
-      "integrity": "sha512-zshzwQW7gG7hjpBlgeQP9RuyPGNxvJdzR8SUM3QhxCnLjWN2E7j3dOvpeDcQoETfHx0urRS7EtmVToql7YpU4A==",
+      "version": "4.1.1",
+      "resolved": "https://registry.npmjs.org/zip-stream/-/zip-stream-4.1.1.tgz",
+      "integrity": "sha512-9qv4rlDiopXg4E69k+vMHjNN63YFMe9sZMrdlvKnCjlCRWeCBswPPMPUfx+ipsAWq1LXHe70RcbaHdJJpS6hyQ==",
       "dev": true,
       "dependencies": {
-        "archiver-utils": "^2.1.0",
-        "compress-commons": "^4.1.0",
+        "archiver-utils": "^3.0.4",
+        "compress-commons": "^4.1.2",
+        "readable-stream": "^3.6.0"
+      },
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/zip-stream/node_modules/archiver-utils": {
+      "version": "3.0.4",
+      "resolved": "https://registry.npmjs.org/archiver-utils/-/archiver-utils-3.0.4.tgz",
+      "integrity": "sha512-KVgf4XQVrTjhyWmx6cte4RxonPLR9onExufI1jhvw/MQ4BB6IsZD5gT8Lq+u/+pRkWna/6JoHpiQioaqFP5Rzw==",
+      "dev": true,
+      "dependencies": {
+        "glob": "^7.2.3",
+        "graceful-fs": "^4.2.0",
+        "lazystream": "^1.0.0",
+        "lodash.defaults": "^4.2.0",
+        "lodash.difference": "^4.5.0",
+        "lodash.flatten": "^4.4.0",
+        "lodash.isplainobject": "^4.0.6",
+        "lodash.union": "^4.6.0",
+        "normalize-path": "^3.0.0",
         "readable-stream": "^3.6.0"
       },
       "engines": {
         "node": ">= 10"
       }
+    },
+    "node_modules/zip-stream/node_modules/brace-expansion": {
+      "version": "1.1.11",
+      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
+      "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
+      "dev": true,
+      "dependencies": {
+        "balanced-match": "^1.0.0",
+        "concat-map": "0.0.1"
+      }
+    },
+    "node_modules/zip-stream/node_modules/glob": {
+      "version": "7.2.3",
+      "resolved": "https://registry.npmjs.org/glob/-/glob-7.2.3.tgz",
+      "integrity": "sha512-nFR0zLpU2YCaRxwoCJvL6UvCH2JFyFVIvwTLsIf21AuHlMskA1hhTdk+LlYJtOlYt9v6dvszD2BGRqBL+iQK9Q==",
+      "dev": true,
+      "dependencies": {
+        "fs.realpath": "^1.0.0",
+        "inflight": "^1.0.4",
+        "inherits": "2",
+        "minimatch": "^3.1.1",
+        "once": "^1.3.0",
+        "path-is-absolute": "^1.0.0"
+      },
+      "engines": {
+        "node": "*"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/isaacs"
+      }
+    },
+    "node_modules/zip-stream/node_modules/minimatch": {
+      "version": "3.1.2",
+      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz",
+      "integrity": "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==",
+      "dev": true,
+      "dependencies": {
+        "brace-expansion": "^1.1.7"
+      },
+      "engines": {
+        "node": "*"
+      }
     }
   }
 }
diff --git a/package.json b/package.json
index e824beb..e7f99ad 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "serverless-vpc-discovery",
-  "version": "4.1.0",
+  "version": "5.0.0",
   "engines": {
     "node": ">=14"
   },
@@ -34,7 +34,8 @@
     "integration-test": "nyc mocha -r ts-node/register --project tsconfig.json test/integration-tests/*.test.ts && nyc report --reporter=text-summary",
     "lint": "eslint src --ext .ts",
     "lint:fix": "npm run lint -- --fix",
-    "build": "tsc --project ."
+    "build": "tsc --project .",
+    "prepare": "npm run build"
   },
   "files": [
     "*.js",
@@ -48,33 +49,36 @@
     ]
   },
   "devDependencies": {
-    "@types/mocha": "^9.1.1",
-    "@types/node": "^16.18.14",
-    "@typescript-eslint/eslint-plugin": "^4.33.0",
-    "@typescript-eslint/parser": "^4.33.0",
-    "aws-sdk-mock": "^5.8.0",
-    "chai": "^4.3.7",
-    "chai-spies": "^1.0.0",
+    "@aws-sdk/client-lambda": "^3.465.0",
+    "@types/js-yaml": "^4.0.9",
+    "@types/mocha": "^10.0.6",
+    "@types/node": "^20.10.3",
+    "@types/randomstring": "^1.1.11",
+    "@types/shelljs": "^0.8.15",
+    "@typescript-eslint/eslint-plugin": "^5.62.0",
+    "@typescript-eslint/parser": "^5.62.0",
+    "aws-sdk-client-mock": "^3.0.0",
+    "chai": "^4.3.10",
+    "chai-spies": "^1.1.0",
     "eslint": "^7.32.0",
-    "eslint-config-airbnb": "^18.2.1",
     "eslint-config-standard": "^16.0.3",
-    "eslint-plugin-import": "^2.27.5",
-    "eslint-plugin-jsx-a11y": "6.4.1",
+    "eslint-plugin-import": "^2.29.0",
     "eslint-plugin-node": "^11.1.0",
     "eslint-plugin-promise": "^5.2.0",
-    "eslint-plugin-react": "^7.32.2",
-    "eslint-plugin-react-hooks": "^4.6.0",
     "js-yaml": "^4.1.0",
-    "mocha": "^9.2.2",
+    "mocha": "^10.2.0",
     "mocha-param": "^2.0.1",
     "nyc": "^15.1.0",
-    "randomstring": "^1.2.3",
-    "serverless": "^3.28.1",
+    "randomstring": "^1.3.0",
+    "serverless": "^3.38.0",
     "shelljs": "^0.8.5",
     "ts-node": "^10.9.1",
-    "typescript": "~4.3.5"
+    "typescript": "5.1.6"
   },
   "dependencies": {
-    "aws-sdk": "^2.1331.0"
+    "@aws-sdk/client-ec2": "^3.467.0",
+    "@smithy/smithy-client": "^2.1.18",
+    "@smithy/util-retry": "^2.0.8",
+    "ts-md5": "^1.3.1"
   }
 }
diff --git a/src/aws/ec2-wrapper.ts b/src/aws/ec2-wrapper.ts
index 64c6e0f..5385b28 100644
--- a/src/aws/ec2-wrapper.ts
+++ b/src/aws/ec2-wrapper.ts
@@ -1,11 +1,21 @@
-import { EC2 } from "aws-sdk";
 import { getAWSPagedResults, getValueFromTags, wildcardMatches } from "../utils";
+import {
+  DescribeSecurityGroupsCommand,
+  DescribeSubnetsCommand,
+  DescribeVpcsCommand,
+  EC2Client,
+  SecurityGroup, Subnet, Vpc
+} from "@aws-sdk/client-ec2";
+import Globals from "../globals";
 
 export class EC2Wrapper {
-  public ec2: EC2
+  public ec2: EC2Client
 
   constructor (credentials: any) {
-    this.ec2 = new EC2(credentials);
+    this.ec2 = new EC2Client([{
+      credentials,
+      retryStrategy: Globals.getRetryStrategy()
+    }]);
   }
 
   /**
@@ -14,19 +24,17 @@ export class EC2Wrapper {
    * @returns {Promise.<string>}
    */
   public async getVpcId (vpcName: string): Promise<string> {
-    const params = {
-      Filters: [{
-        Name: "tag:Name",
-        Values: [vpcName]
-      }]
-    };
-    const vpcItems = await getAWSPagedResults(
+    const vpcItems: Vpc[] = await getAWSPagedResults(
       this.ec2,
-      "describeVpcs",
       "Vpcs",
       "NextToken",
       "NextToken",
-      params
+      new DescribeVpcsCommand({
+        Filters: [{
+          Name: "tag:Name",
+          Values: [vpcName]
+        }]
+      })
     );
     if (vpcItems.length === 0) {
       throw new Error(`VPC with tag key 'Name' and tag value '${vpcName}' does not exist.`);
@@ -43,23 +51,20 @@ export class EC2Wrapper {
    * @returns {Promise.<string[]>}
    */
   public async getSubnetIds (vpcId: string, tagKey: string, tagValues: string[]): Promise<string[]> {
-    const params = {
-      Filters: [{
-        Name: "vpc-id",
-        Values: [vpcId]
-      }, {
-        Name: `tag:${tagKey}`,
-        Values: tagValues
-      }]
-    };
-
-    const subnets = await getAWSPagedResults(
+    const subnets: Subnet[] = await getAWSPagedResults(
       this.ec2,
-      "describeSubnets",
       "Subnets",
       "NextToken",
       "NextToken",
-      params
+      new DescribeSubnetsCommand({
+        Filters: [{
+          Name: "vpc-id",
+          Values: [vpcId]
+        }, {
+          Name: `tag:${tagKey}`,
+          Values: tagValues
+        }]
+      })
     );
 
     const missingSubnetValues = tagValues.filter((tagValue) => {
@@ -90,22 +95,21 @@ export class EC2Wrapper {
    */
   public async getSecurityGroupIds (vpcId: string, names?: string[], tagKey?: string, tagValues?: string[]): Promise<string[]> {
     // init filter by vpc id
-    const params = { Filters: [{ Name: "vpc-id", Values: [vpcId] }] };
+    const input = { Filters: [{ Name: "vpc-id", Values: [vpcId] }] };
     // update filters with names if specified
     if (names) {
-      params.Filters.push({ Name: "group-name", Values: names });
+      input.Filters.push({ Name: "group-name", Values: names });
     }
     // update filters with tag and values if specified
     if (tagKey && tagValues) {
-      params.Filters.push({ Name: `tag:${tagKey}`, Values: tagValues });
+      input.Filters.push({ Name: `tag:${tagKey}`, Values: tagValues });
     }
-    const securityGroups = await getAWSPagedResults(
+    const securityGroups: SecurityGroup[] = await getAWSPagedResults(
       this.ec2,
-      "describeSecurityGroups",
       "SecurityGroups",
       "NextToken",
       "NextToken",
-      params
+      new DescribeSecurityGroupsCommand(input)
     );
 
     if (securityGroups.length === 0) {
diff --git a/src/common/lambda-function.ts b/src/common/lambda-function.ts
index 464e830..0e5b144 100644
--- a/src/common/lambda-function.ts
+++ b/src/common/lambda-function.ts
@@ -1,12 +1,16 @@
 import { EC2Wrapper } from "../aws/ec2-wrapper";
-import { VPCDiscovery, FuncVPCDiscovery, VPC } from "../types";
-import Globals from "../globals";
+import { VPCDiscovery, VPC } from "../types";
 import { isObjectEmpty } from "../utils";
 import { validateVPCDiscoveryConfig } from "../validation";
+import Logging from "../logging";
+import { Md5 } from "ts-md5";
 
 export class LambdaFunction {
-  private ec2Wrapper: EC2Wrapper;
+  public ec2Wrapper: EC2Wrapper;
   private readonly basicVPCDiscovery?: VPCDiscovery;
+  private vpcIdsCache = {};
+  private subnetsIdsCache = {};
+  private SGIdsCache = {};
 
   constructor (credentials: any, basicVPCDiscovery: VPCDiscovery) {
     this.ec2Wrapper = new EC2Wrapper(credentials);
@@ -17,10 +21,10 @@ export class LambdaFunction {
    * Validate and return VPC config for the given function
    * @returns {Promise<VPC>}
    */
-  public async getFuncVPC (funcName: string, funcVPCDiscovery: FuncVPCDiscovery): Promise<VPC> {
+  public async getFuncVPC (funcName: string, funcVPCDiscovery: VPCDiscovery): Promise<VPC> {
     if (typeof funcVPCDiscovery === "boolean" && !funcVPCDiscovery) {
       // skip vpc setup for `vpcDiscovery=false` option
-      Globals.logInfo(`Skipping VPC config for the function '${funcName}'`);
+      Logging.logInfo(`Skipping VPC config for the function '${funcName}'`);
       return null;
     }
 
@@ -43,10 +47,10 @@ export class LambdaFunction {
     }
 
     try {
-      Globals.logInfo(`Getting VPC config for the function: '${funcName}'\n`);
+      Logging.logInfo(`Getting VPC config for the function: '${funcName}'\n`);
       return await this.getVpcConfig(vpcDiscovery);
     } catch (e) {
-      Globals.logError(`Function '${funcName}' VPC not configured based on the error: ${e}`);
+      Logging.logError(`Function '${funcName}' VPC not configured based on the error: ${e}`);
     }
     return null;
   }
@@ -58,14 +62,13 @@ export class LambdaFunction {
    */
   private async getVpcConfig (vpcDiscovery: VPCDiscovery): Promise<VPC> {
     const vpc: VPC = {};
-    const vpcId = await this.ec2Wrapper.getVpcId(vpcDiscovery.vpcName);
-
-    Globals.logInfo(`Found VPC with id '${vpcId}'`);
+    const vpcId = await this.getVPCId(vpcDiscovery.vpcName);
+    Logging.logInfo(`Found VPC with id '${vpcId}'`);
 
     if (vpcDiscovery.subnets) {
       vpc.subnetIds = [];
       for (const subnet of vpcDiscovery.subnets) {
-        const subnetIds = await this.ec2Wrapper.getSubnetIds(vpcId, subnet.tagKey, subnet.tagValues);
+        const subnetIds = await this.getVPCSubnets(vpcId, subnet.tagKey, subnet.tagValues);
         vpc.subnetIds = vpc.subnetIds.concat(subnetIds);
       }
       // remove duplicate elements from the array
@@ -74,7 +77,7 @@ export class LambdaFunction {
     if (vpcDiscovery.securityGroups) {
       vpc.securityGroupIds = [];
       for (const group of vpcDiscovery.securityGroups) {
-        const groupIds = await this.ec2Wrapper.getSecurityGroupIds(vpcId, group.names, group.tagKey, group.tagValues);
+        const groupIds = await this.getVPCSecurityGroups(vpcId, group.names, group.tagKey, group.tagValues);
         vpc.securityGroupIds = vpc.securityGroupIds.concat(groupIds);
       }
       // remove duplicate elements from the array
@@ -82,4 +85,39 @@ export class LambdaFunction {
     }
     return vpc;
   }
+
+  /**
+   * Get the VPC id from cache or read from AWS
+   * @returns {Promise<object>}
+   */
+  private async getVPCId (vpcName: string) {
+    if (this.vpcIdsCache[vpcName] === undefined) {
+      this.vpcIdsCache[vpcName] = await this.ec2Wrapper.getVpcId(vpcName);
+    }
+    return this.vpcIdsCache[vpcName];
+  }
+
+  /**
+   * Get the subnet ids from cache or read from AWS
+   * @returns {Promise<object>}
+   */
+  private async getVPCSubnets (vpcId: string, tagKey: string, tagValues: string[]) {
+    const hash = Md5.hashStr(vpcId + tagKey + tagValues.join());
+    if (!this.subnetsIdsCache[hash]) {
+      this.subnetsIdsCache[hash] = await this.ec2Wrapper.getSubnetIds(vpcId, tagKey, tagValues);
+    }
+    return this.subnetsIdsCache[hash];
+  }
+
+  /**
+   * Get the security group ids from cache or read from AWS
+   * @returns {Promise<object>}
+   */
+  private async getVPCSecurityGroups (vpcId: string, names: string[], tagKey: string, tagValues: string[]) {
+    const hash = Md5.hashStr(vpcId + (names || []).join() + tagKey + (tagValues || []).join());
+    if (!this.SGIdsCache[hash]) {
+      this.SGIdsCache[hash] = await this.ec2Wrapper.getSecurityGroupIds(vpcId, names, tagKey, tagValues);
+    }
+    return this.SGIdsCache[hash];
+  }
 }
diff --git a/src/globals.ts b/src/globals.ts
index 8afa444..ce74908 100644
--- a/src/globals.ts
+++ b/src/globals.ts
@@ -1,45 +1,19 @@
-import { ServerlessInstance, ServerlessUtils } from "./types";
+import { ServerlessInstance, ServerlessOptions, ServerlessUtils } from "./types";
+import { ConfiguredRetryStrategy } from "@smithy/util-retry";
 
 export default class Globals {
   public static pluginName = "Serverless VPC Discovery";
 
   public static serverless: ServerlessInstance;
+  public static options: ServerlessOptions;
   public static v3Utils?: ServerlessUtils;
 
-  public static cliLog (prefix: string, message: string): void {
-    Globals.serverless.cli.log(`${prefix} ${message}`, Globals.pluginName);
-  }
-
-  /**
-   * Logs error message
-   */
-  public static logError (message: string): void {
-    if (Globals.v3Utils) {
-      Globals.v3Utils.log.error(message);
-    } else {
-      Globals.cliLog("[Error]", message);
-    }
-  }
-
-  /**
-   * Logs info message
-   */
-  public static logInfo (message: string): void {
-    if (Globals.v3Utils) {
-      Globals.v3Utils.log.verbose(message);
-    } else {
-      Globals.cliLog("[Info]", message);
-    }
-  }
-
-  /**
-   * Logs warning message
-   */
-  public static logWarning (message: string): void {
-    if (Globals.v3Utils) {
-      Globals.v3Utils.log.warning(message);
-    } else {
-      Globals.cliLog("[WARNING]", message);
-    }
+  public static getRetryStrategy (attempts: number = 3, delay: number = 3000, backoff: number = 500) {
+    return new ConfiguredRetryStrategy(
+      attempts, // max attempts.
+      // This example sets the backoff at 500ms plus 3s per attempt.
+      // https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/modules/_aws_sdk_util_retry.html#aws-sdkutil-retry
+      (attempt: number) => backoff + attempt * delay // backoff function.
+    );
   }
 }
diff --git a/src/index.ts b/src/index.ts
index 69b9024..27f3541 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -1,10 +1,11 @@
 "use strict";
 
-import { FuncVPCDiscovery, ServerlessInstance, VPCDiscovery, ServerlessUtils } from "./types";
+import { ServerlessInstance, VPCDiscovery, ServerlessUtils } from "./types";
 import { LambdaFunction } from "./common/lambda-function";
 import Globals from "./globals";
 import { validateVPCDiscoveryConfig } from "./validation";
 import { customProperties, functionProperties } from "./schema";
+import Logging from "./logging";
 
 class VPCPlugin {
   private serverless: ServerlessInstance;
@@ -16,7 +17,7 @@ class VPCPlugin {
     this.serverless = serverless;
     Globals.serverless = serverless;
 
-    if (v3Utils) {
+    if (v3Utils?.log) {
       Globals.v3Utils = v3Utils;
     }
 
@@ -66,7 +67,7 @@ class VPCPlugin {
   /**
    * This function update VPC Discovery config to support version 2.x config structure and show warning errors
    */
-  public updateVPCDiscoveryConfigCompatibility (vpcDiscovery: VPCDiscovery | FuncVPCDiscovery): void {
+  public updateVPCDiscoveryConfigCompatibility (vpcDiscovery: VPCDiscovery): void {
     // support backward compatibility
     if (vpcDiscovery && (vpcDiscovery.subnetNames || vpcDiscovery.securityGroupNames)) {
       // convert `vpcDiscovery.subnetNames` or `vpcDiscovery.securityGroupNames` to the new config structure
@@ -77,16 +78,10 @@ class VPCPlugin {
         if (vpcDiscovery.securityGroupNames) {
           vpcDiscovery.securityGroups = [{ names: vpcDiscovery.securityGroupNames }];
         }
-        Globals.logWarning(
+        Logging.logWarning(
           "The `vpcDiscovery.subnetNames` and `vpcDiscovery.securityGroupNames` options are deprecated " +
           "and will be removed in the future. Please see README for proper setup."
         );
-      } else {
-        // log warning in case mixed config are specified
-        Globals.logWarning(
-          "The `vpcDiscovery.subnetNames` and `vpcDiscovery.securityGroupNames` are deprecated " +
-          "and will not be applied. Please remove mentioned option to not see this warning message."
-        );
       }
     }
   }
@@ -107,7 +102,7 @@ class VPCPlugin {
    * @returns {Promise<object>}
    */
   public async updateFunctionsVpcConfig (): Promise<object> {
-    Globals.logInfo("Updating VPC config...");
+    Logging.logInfo("Updating VPC config...");
     const service = this.serverless.service;
     const functions = service.functions || {};
 
@@ -126,14 +121,14 @@ class VPCPlugin {
       func.vpc = func.vpc || {};
       // log warning in case vpc.subnetIds and vpcDiscovery.subnetNames are specified.
       if (func.vpc.subnetIds && func.vpcDiscovery && func.vpcDiscovery.subnets) {
-        Globals.logWarning(
+        Logging.logWarning(
           `vpc.subnetIds' are specified for the function '${funcName}' ` +
           "and overrides 'vpcDiscovery.subnets' discovery config."
         );
       }
       // log warning in case vpc.securityGroupIds and vpcDiscovery.securityGroupNames are specified.
       if (func.vpc.securityGroupIds && func.vpcDiscovery && func.vpcDiscovery.securityGroups) {
-        Globals.logWarning(
+        Logging.logWarning(
           `vpc.securityGroupIds' are specified for the function '${funcName}' ` +
           "and overrides 'vpcDiscovery.securityGroups' discovery config."
         );
diff --git a/src/logging.ts b/src/logging.ts
new file mode 100644
index 0000000..7af76b3
--- /dev/null
+++ b/src/logging.ts
@@ -0,0 +1,40 @@
+import Globals from "./globals";
+
+export default class Logging {
+  public static cliLog (prefix: string, message: string): void {
+    Globals.serverless.cli.log(`${prefix} ${message}`, Globals.pluginName);
+  }
+
+  /**
+     * Logs error message
+     */
+  public static logError (message: string): void {
+    if (Globals.v3Utils) {
+      Globals.v3Utils.log.error(message);
+    } else {
+      Logging.cliLog("[Error]", message);
+    }
+  }
+
+  /**
+     * Logs info message
+     */
+  public static logInfo (message: string): void {
+    if (Globals.v3Utils) {
+      Globals.v3Utils.log.verbose(message);
+    } else {
+      Logging.cliLog("[Info]", message);
+    }
+  }
+
+  /**
+     * Logs warning message
+     */
+  public static logWarning (message: string): void {
+    if (Globals.v3Utils) {
+      Globals.v3Utils.log.warning(message);
+    } else {
+      Logging.cliLog("[WARNING]", message);
+    }
+  }
+}
diff --git a/src/types.ts b/src/types.ts
index 0496828..690cf75 100644
--- a/src/types.ts
+++ b/src/types.ts
@@ -18,34 +18,34 @@ export interface VPCDiscovery {
   securityGroupNames?: string[];
 }
 
-export interface FuncVPCDiscovery extends VPCDiscovery {
-}
-
 export interface VPC {
   subnetIds?: string[];
   securityGroupIds?: string[];
 }
 
+export interface ServerlessService {
+  service: string
+  provider: {
+    stage: string,
+    region?: string
+    vpc: {},
+  },
+  functions: {
+    name: {
+      vpc: {
+        subnetIds: {} | undefined,
+        securityGroupIds: {} | undefined,
+      },
+      vpcDiscovery: VPCDiscovery | boolean | undefined
+    }
+  },
+  custom: {
+    vpcDiscovery: VPCDiscovery | undefined
+  }
+}
+
 export interface ServerlessInstance {
-  service: {
-    service: string
-    provider: {
-      stage: string
-      vpc: {},
-    },
-    functions: {
-      name: {
-        vpc: {
-          subnetIds: {} | undefined,
-          securityGroupIds: {} | undefined,
-        },
-        vpcDiscovery: FuncVPCDiscovery | boolean | undefined
-      }
-    },
-    custom: {
-      vpcDiscovery: VPCDiscovery | undefined
-    },
-  };
+  service: ServerlessService;
   providers: {
     aws: {
       getCredentials (),
@@ -62,22 +62,27 @@ export interface ServerlessInstance {
   };
 }
 
+export interface ServerlessOptions {
+  stage: string;
+  region?: string;
+}
+
 interface ServerlessProgress {
-    update(message: string): void
+  update (message: string): void
 
-    remove(): void
+  remove (): void
 }
 
 export interface ServerlessProgressFactory {
-    get(name: string): ServerlessProgress;
+  get (name: string): ServerlessProgress;
 }
 
 export interface ServerlessUtils {
-    writeText: (message: string) => void,
-    log: ((message: string) => void) & {
-        error(message: string): void
-        verbose(message: string): void
-        warning(message: string): void
-    }
-    progress: ServerlessProgressFactory
+  writeText: (message: string) => void,
+  log: ((message: string) => void) & {
+    error (message: string): void
+    verbose (message: string): void
+    warning (message: string): void
+  }
+  progress: ServerlessProgressFactory
 }
diff --git a/src/utils.ts b/src/utils.ts
index 9ddf18a..9b4ad1c 100644
--- a/src/utils.ts
+++ b/src/utils.ts
@@ -1,72 +1,32 @@
-import { Service } from "aws-sdk";
-
-const RETRYABLE_ERRORS = ["Throttling", "RequestLimitExceeded", "TooManyRequestsException"];
+import { Client, Command } from "@smithy/smithy-client";
 
 /**
  * Iterate through the pages of a AWS SDK response and collect them into a single array
  *
- * @param service - The AWS service instance to use to make the calls
- * @param funcName - The function name in the service to call
+ * @param client - The AWS service instance to use to make the calls
  * @param resultsKey - The key name in the response that contains the items to return
  * @param nextTokenKey - The request key name to append to the request that has the paging token value
  * @param nextRequestTokenKey - The response key name that has the next paging token value
  * @param params - Parameters to send in the request
  */
-async function getAWSPagedResults (
-  service: Service,
-  funcName: string,
+async function getAWSPagedResults<ClientOutput> (
+  client: Client<any, any, any, any>,
   resultsKey: string,
   nextTokenKey: string,
   nextRequestTokenKey: string,
-  params: object
-): Promise<any[]> {
+  params: Command<any, any, any>
+): Promise<ClientOutput[]> {
   let results = [];
-  let response = await throttledCall(service, funcName, params);
-  results = results.concat(response[resultsKey]);
-  // eslint-disable-next-line no-prototype-builtins
-  while (response.hasOwnProperty(nextRequestTokenKey) && response[nextRequestTokenKey]) {
-    params[nextTokenKey] = response[nextRequestTokenKey];
-    response = await service[funcName](params).promise();
+  let response = await client.send(params);
+  results = results.concat(response[resultsKey] || results);
+  while (nextRequestTokenKey in response && response[nextRequestTokenKey]) {
+    params.input[nextTokenKey] = response[nextRequestTokenKey];
+    response = await client.send(params);
     results = results.concat(response[resultsKey]);
   }
   return results;
 }
 
-async function throttledCall (service: Service, funcName: string, params: object): Promise<any> {
-  const maxTimePassed = 5 * 60;
-
-  let timePassed = 0;
-  let previousInterval = 0;
-
-  const minWait = 3;
-  const maxWait = 60;
-
-  while (true) {
-    try {
-      return await service[funcName](params).promise();
-    } catch (ex) {
-      // rethrow the exception if it is not a type of retryable exception
-      if (RETRYABLE_ERRORS.indexOf(ex.code) === -1) {
-        throw ex;
-      }
-
-      // rethrow the exception if we have waited too long
-      if (timePassed >= maxTimePassed) {
-        throw ex;
-      }
-
-      // Sleep using the Decorrelated Jitter algorithm recommended by AWS
-      // https://aws.amazon.com/blogs/architecture/exponential-backoff-and-jitter/
-      let newInterval = Math.random() * Math.min(maxWait, previousInterval * 3);
-      newInterval = Math.max(minWait, newInterval);
-
-      await sleep(newInterval);
-      previousInterval = newInterval;
-      timePassed += previousInterval;
-    }
-  }
-}
-
 /**
  * Stops event thread execution for given number of seconds.
  * @param seconds
@@ -76,8 +36,8 @@ async function sleep (seconds) {
   return new Promise((resolve) => setTimeout(resolve, 1000 * seconds));
 }
 
-function isObjectEmpty (object: Object): boolean {
-  return Object.keys(object).length === 0;
+function isObjectEmpty (value: object): boolean {
+  return Object.keys(value).length === 0;
 }
 
 function replaceAll (input: string, search: string, replace: string) {
@@ -103,7 +63,6 @@ function getValueFromTags (tags, tagKey) {
 export {
   sleep,
   getAWSPagedResults,
-  throttledCall,
   isObjectEmpty,
   wildcardMatches,
   getValueFromTags
diff --git a/src/validation.ts b/src/validation.ts
index a90e076..0638c35 100644
--- a/src/validation.ts
+++ b/src/validation.ts
@@ -1,4 +1,4 @@
-import { FuncVPCDiscovery, SecurityGroupItem, SubnetItem, VPCDiscovery } from "./types";
+import { SecurityGroupItem, SubnetItem, VPCDiscovery } from "./types";
 
 /**
  * Validate vpc discovery subnets config
@@ -44,7 +44,7 @@ function validateVPCSecurityGroups (securityGroups: SecurityGroupItem[]) {
  * @param vpcDiscovery - the `custom.VPCDiscovery` or func VPCDiscovery
  * @returns
  */
-function validateVPCDiscoveryConfig (vpcDiscovery: VPCDiscovery | FuncVPCDiscovery): void {
+function validateVPCDiscoveryConfig (vpcDiscovery: VPCDiscovery): void {
   // `vpcName` is required
   if (vpcDiscovery.vpcName == null) {
     throw new Error("'vpcDiscovery.vpcName' is not specified.");
diff --git a/test/integration-tests/base.ts b/test/integration-tests/base.ts
index 338044a..099d3a6 100644
--- a/test/integration-tests/base.ts
+++ b/test/integration-tests/base.ts
@@ -1,20 +1,23 @@
 import randomstring from "randomstring";
 
 const TEST_VPC_NAME = process.env.TEST_VPC_NAME;
-
 if (!TEST_VPC_NAME) {
   throw new Error("TEST_VPC_NAME environment variable not set");
 }
 
-function getRandomString (): string {
-  return randomstring.generate({
-    capitalization: "lowercase",
-    charset: "alphanumeric",
-    length: 5
-  });
-}
+const RANDOM_STRING = randomstring.generate({
+  capitalization: "lowercase",
+  charset: "alphanumeric",
+  length: 5
+});
+
+// this is important to set as we are using this var in the serverless yml config
+process.env.RANDOM_STRING = RANDOM_STRING;
+
+const TEMP_DIR = `~/tmp/vpc-discovery-test-${RANDOM_STRING}`;
 
 export {
-  getRandomString,
-  TEST_VPC_NAME
+  TEST_VPC_NAME,
+  RANDOM_STRING,
+  TEMP_DIR
 };
diff --git a/test/integration-tests/basic/basic-example/serverless.yml b/test/integration-tests/basic/basic-example/serverless.yml
index 81835f0..0586fd7 100644
--- a/test/integration-tests/basic/basic-example/serverless.yml
+++ b/test/integration-tests/basic/basic-example/serverless.yml
@@ -1,11 +1,11 @@
 # basic example
-service: test-sls-vpc-dicovery-${env:RANDOM_STRING}
+service: test-sls-vpc-discovery-${env:RANDOM_STRING}
 
 provider:
   name: aws
-  runtime: nodejs12.x
+  runtime: nodejs16.x
   region: us-west-2
-  endpointType: regional
+  endpointType: REGIONAL
   stage: test
 
 functions:
@@ -21,8 +21,9 @@ functions:
     # inherit basic subnet ids and use func security group ids
     vpcDiscovery:
       vpcName: ${env:TEST_VPC_NAME}
-      securityGroupNames:
-        - ${env:TEST_VPC_NAME}_maintenance
+      securityGroups:
+        - names:
+            - ${env:TEST_VPC_NAME}_maintenance
 
 plugins:
   - serverless-vpc-discovery
@@ -30,12 +31,15 @@ plugins:
 custom:
   vpcDiscovery:
     vpcName: ${env:TEST_VPC_NAME}
-    subnetNames:
-      - ${env:TEST_VPC_NAME}_intranet_us-west-2a
-      - ${env:TEST_VPC_NAME}_intranet_us-west-2b
-      - ${env:TEST_VPC_NAME}_intranet_us-west-2c
-    securityGroupNames:
-      - ${env:TEST_VPC_NAME}_intranet
+    subnets:
+      - tagKey: Name
+        tagValues:
+          - ${env:TEST_VPC_NAME}_intranet_us-west-2a
+          - ${env:TEST_VPC_NAME}_intranet_us-west-2b
+          - ${env:TEST_VPC_NAME}_intranet_us-west-2c
+    securityGroups:
+      - names:
+          - ${env:TEST_VPC_NAME}_intranet
 
 package:
   patterns:
diff --git a/test/integration-tests/basic/multi-tag/serverless.yml b/test/integration-tests/basic/multi-tag/serverless.yml
index 89434a6..e9bbcba 100644
--- a/test/integration-tests/basic/multi-tag/serverless.yml
+++ b/test/integration-tests/basic/multi-tag/serverless.yml
@@ -3,9 +3,9 @@ service: test-sls-multi-tag-${env:RANDOM_STRING}
 
 provider:
   name: aws
-  runtime: nodejs12.x
+  runtime: nodejs16.x
   region: us-west-2
-  endpointType: regional
+  endpointType: REGIONAL
   stage: test
 
 functions:
@@ -24,9 +24,9 @@ functions:
       subnets:
         - tagKey: Name
           tagValues:
-            - ${env:TEST_VPC_NAME}_maintenance_us-west-2a
-            - ${env:TEST_VPC_NAME}_maintenance_us-west-2b
-            - ${env:TEST_VPC_NAME}_maintenance_us-west-2c
+            - ${env:TEST_VPC_NAME}_intranet_us-west-2a
+            - ${env:TEST_VPC_NAME}_intranet_us-west-2b
+            - ${env:TEST_VPC_NAME}_intranet_us-west-2c
       securityGroups:
         - tagKey: Name
           tagValues:
@@ -47,7 +47,8 @@ custom:
           - ${env:TEST_VPC_NAME}_intranet_us-west-2b
           - ${env:TEST_VPC_NAME}_intranet_us-west-2c
     securityGroups:
-      - names:
+      - tagKey: Name
+        tagValues:
           - ${env:TEST_VPC_NAME}_intranet
 
 package:
diff --git a/test/integration-tests/basic/only-functions/serverless.yml b/test/integration-tests/basic/only-functions/serverless.yml
index 12df7e5..972efeb 100644
--- a/test/integration-tests/basic/only-functions/serverless.yml
+++ b/test/integration-tests/basic/only-functions/serverless.yml
@@ -3,9 +3,9 @@ service: test-sls-only-functions-${env:RANDOM_STRING}
 
 provider:
   name: aws
-  runtime: nodejs12.x
+  runtime: nodejs16.x
   region: us-west-2
-  endpointType: regional
+  endpointType: REGIONAL
   stage: test
 
 functions:
@@ -17,12 +17,15 @@ functions:
     # subnet ids and security group ids
     vpcDiscovery:
       vpcName: ${env:TEST_VPC_NAME}
-      subnetNames:
-        - ${env:TEST_VPC_NAME}_intranet_us-west-2a
-        - ${env:TEST_VPC_NAME}_intranet_us-west-2b
-        - ${env:TEST_VPC_NAME}_intranet_us-west-2c
-      securityGroupNames:
-        - ${env:TEST_VPC_NAME}_maintenance
+      subnets:
+        - tagKey: Name
+          tagValues:
+            - ${env:TEST_VPC_NAME}_intranet_us-west-2a
+            - ${env:TEST_VPC_NAME}_intranet_us-west-2b
+            - ${env:TEST_VPC_NAME}_intranet_us-west-2c
+      securityGroups:
+        - names:
+            - ${env:TEST_VPC_NAME}_maintenance
 
 plugins:
   - serverless-vpc-discovery
diff --git a/test/integration-tests/core.test.ts b/test/integration-tests/core.test.ts
index a9a0dd6..de04c96 100644
--- a/test/integration-tests/core.test.ts
+++ b/test/integration-tests/core.test.ts
@@ -2,22 +2,33 @@
 
 import "mocha";
 import { expect } from "chai";
-import { getRandomString, TEST_VPC_NAME } from "./base";
+import { RANDOM_STRING, TEMP_DIR, TEST_VPC_NAME } from "./base";
 import * as execution from "./utils/execution";
-import { getLambdaFunctionInfo, getVPCInfo, getSubnetsInfo, getSecurityGroupInfo } from "./utils/aws";
 import { readBasicVPCConfig, readLambdaFunctions } from "./utils/common";
 import itParam = require("mocha-param")
 import path = require("path")
+import LambdaWrap from "./utils/aws-lambda";
+import EC2Wrap from "./utils/aws-ec2";
 
 const CONFIGS_FOLDER = "basic";
-const TIMEOUT_MINUTES = 20 * 60 * 1000; // 20 minutes in milliseconds
-const RANDOM_STRING = getRandomString();
-const TEMP_DIR = `~/tmp/vpc-discovery-test-${RANDOM_STRING}`;
+const TIMEOUT_MINUTES = 30 * 60 * 1000; // 30 minutes in milliseconds
+
+const REGION = "us-west-2";
+const lambdaClient = new LambdaWrap(REGION);
+const ec2Client = new EC2Wrap(REGION);
 
 const testCases = [
+  {
+    testDescription: "Basic example",
+    testFolder: `${CONFIGS_FOLDER}/basic-example`
+  },
   {
     testDescription: "Multi tag",
     testFolder: `${CONFIGS_FOLDER}/multi-tag`
+  },
+  {
+    testDescription: "No basic VPC config",
+    testFolder: `${CONFIGS_FOLDER}/only-functions`
   }
 ];
 
@@ -36,13 +47,14 @@ describe("Integration Tests", function () {
     // prepare folder with npm packages and deploy
     await execution.createTempDir(TEMP_DIR, value.testFolder);
     try {
-      await execution.slsDeploy(TEMP_DIR, RANDOM_STRING);
+      await execution.slsDeploy(TEMP_DIR);
 
       // eslint-disable-next-line guard-for-in
       for (const funcName in funcConfigs) {
+        console.log(funcName);
         const funcVPCDiscovery = funcConfigs[funcName];
         // get lambda function info
-        const data = await getLambdaFunctionInfo(funcName);
+        const data = await lambdaClient.getLambdaFunctionInfo(funcName);
         const lambdaVPCConfig = data.Configuration.VpcConfig;
 
         if (typeof funcVPCDiscovery === "boolean" && !funcVPCDiscovery) {
@@ -52,16 +64,17 @@ describe("Integration Tests", function () {
           // check vpcDiscovery config
           const vpcId = lambdaVPCConfig ? lambdaVPCConfig.VpcId : null;
           // inherit basic config if exist else empty for further checks
-          const emptyVPCDiscovery = { vpcName: undefined, subnets: [], securityGroups: [] };
+          const emptyVPCDiscovery = { vpcName: null, subnets: [], securityGroups: [] };
           const vpcDiscovery = Object.assign({}, emptyVPCDiscovery, basicVPCDiscovery, funcVPCDiscovery);
 
           // get vpc info by lambda vpc id and check names
-          const vpc = vpcId ? await getVPCInfo(vpcId) : {};
-          expect(vpcDiscovery.vpcName).to.equal(vpc.VpcName);
+          const vpcName = vpcId ? await ec2Client.getVPCName(vpcId) : null;
+          console.log(vpcId, vpcName, vpcDiscovery.vpcName);
+          expect(vpcDiscovery.vpcName).to.equal(vpcName);
 
           for (const discoverySubnet of vpcDiscovery.subnets) {
             // get vpc subnets info by lambda vpc id and subnets ids, check names
-            const subnets = vpcId ? await getSubnetsInfo(vpcId, lambdaVPCConfig.SubnetIds) : [];
+            const subnets = vpcId ? await ec2Client.getSubnets(vpcId, lambdaVPCConfig.SubnetIds) : [];
 
             let tagValues = [];
             subnets.forEach((item) => {
@@ -75,11 +88,13 @@ describe("Integration Tests", function () {
 
           for (const discoveryGroup of vpcDiscovery.securityGroups) {
             // get vpc security groups info by lambda vpc id and security groups ids, check names
-            const securityGroups = vpcId ? await getSecurityGroupInfo(vpcId, lambdaVPCConfig.SecurityGroupIds) : [];
-
+            console.log(vpcId, lambdaVPCConfig.SecurityGroupIds);
+            const securityGroups = vpcId ? await ec2Client.getSecurityGroups(vpcId, lambdaVPCConfig.SecurityGroupIds) : [];
+            console.log(securityGroups);
             if (discoveryGroup.names) {
               // collect all security groups names
               const securityGroupNames = securityGroups.map((item) => item.GroupName).sort();
+              console.log(securityGroupNames, discoveryGroup.names);
               // check that all discoveryGroup.names are in the list
               const allExist = discoveryGroup.names.every((name) => securityGroupNames.includes(name));
               expect(allExist).to.equal(true);
@@ -99,7 +114,7 @@ describe("Integration Tests", function () {
         }
       }
     } finally {
-      await execution.slsRemove(TEMP_DIR, RANDOM_STRING);
+      await execution.slsRemove(TEMP_DIR);
     }
   });
 });
diff --git a/test/integration-tests/subnet_and_security_groups_names.test.ts b/test/integration-tests/subnet_and_security_groups_names.test.ts
deleted file mode 100644
index 44ce4f8..0000000
--- a/test/integration-tests/subnet_and_security_groups_names.test.ts
+++ /dev/null
@@ -1,81 +0,0 @@
-"use strict";
-
-import "mocha";
-import { expect } from "chai";
-import { getRandomString, TEST_VPC_NAME } from "./base";
-import * as execution from "./utils/execution";
-import { getLambdaFunctionInfo, getVPCInfo, getSubnetsInfo, getSecurityGroupInfo } from "./utils/aws";
-import { readBasicVPCConfig, readLambdaFunctions } from "./utils/common";
-import itParam = require("mocha-param")
-import path = require("path")
-
-const CONFIGS_FOLDER = "basic";
-const TIMEOUT_MINUTES = 20 * 60 * 1000; // 20 minutes in milliseconds
-const RANDOM_STRING = getRandomString();
-const TEMP_DIR = `~/tmp/vpc-discovery-test-${RANDOM_STRING}`;
-
-const testCases = [
-  {
-    testDescription: "Basic example",
-    testFolder: `${CONFIGS_FOLDER}/basic-example`
-  },
-  {
-    testDescription: "No basic VPC config",
-    testFolder: `${CONFIGS_FOLDER}/only-functions`
-  }
-];
-
-describe("Integration Tests", function () {
-  this.timeout(TIMEOUT_MINUTES);
-
-  // @ts-ignore
-  // eslint-disable-next-line no-template-curly-in-string
-  itParam("${value.testDescription}", testCases, async (value) => {
-    const slsConfig = path.join(__dirname, `${value.testFolder}/serverless.yml`);
-
-    // read basic vpcDiscovery config
-    const basicVPCDiscovery = readBasicVPCConfig(slsConfig, TEST_VPC_NAME);
-    // read lambda func names and func vpc configs from the serverless.yml
-    const funcConfigs = readLambdaFunctions(slsConfig, TEST_VPC_NAME, RANDOM_STRING);
-    // prepare folder with npm packages and deploy
-    await execution.createTempDir(TEMP_DIR, value.testFolder);
-    try {
-      await execution.slsDeploy(TEMP_DIR, RANDOM_STRING);
-
-      // eslint-disable-next-line guard-for-in
-      for (const funcName in funcConfigs) {
-        const funcVPCDiscovery = funcConfigs[funcName];
-        // get lambda function info
-        const data = await getLambdaFunctionInfo(funcName);
-        const lambdaVPCConfig = data.Configuration.VpcConfig;
-
-        if (typeof funcVPCDiscovery === "boolean" && !funcVPCDiscovery) {
-          // for option `func.vpcDiscovery: false` it shouldn't be vpc config
-          expect(lambdaVPCConfig).to.equal(undefined);
-        } else {
-          // check vpcDiscovery config
-          const vpcId = lambdaVPCConfig ? lambdaVPCConfig.VpcId : null;
-          // inherit basic config if exist else empty for further checks
-          const emptyVPCDiscovery = { vpcName: undefined, subnetNames: [], securityGroupNames: [] };
-          const vpcDiscovery = Object.assign({}, emptyVPCDiscovery, basicVPCDiscovery, funcVPCDiscovery);
-
-          // get vpc info by lambda vpc id and check names
-          const vpc = vpcId ? await getVPCInfo(vpcId) : {};
-          expect(vpcDiscovery.vpcName).to.equal(vpc.VpcName);
-
-          // get vpc subnets info by lambda vpc id and subnets ids, check names
-          const subnets = vpcId ? await getSubnetsInfo(vpcId, lambdaVPCConfig.SubnetIds) : [];
-          const subnetNames = subnets.map((item) => item.SubnetName).sort();
-          expect(JSON.stringify(vpcDiscovery.subnetNames.sort())).to.equal(JSON.stringify(subnetNames));
-
-          // get vpc security groups info by lambda vpc id and security groups ids, check names
-          const securityGroups = vpcId ? await getSecurityGroupInfo(vpcId, lambdaVPCConfig.SecurityGroupIds) : [];
-          const securityGroupNames = securityGroups.map((item) => item.GroupName).sort();
-          expect(JSON.stringify(vpcDiscovery.securityGroupNames.sort())).to.equal(JSON.stringify(securityGroupNames));
-        }
-      }
-    } finally {
-      await execution.slsRemove(TEMP_DIR, RANDOM_STRING);
-    }
-  });
-});
diff --git a/test/integration-tests/utils/aws-ec2.ts b/test/integration-tests/utils/aws-ec2.ts
new file mode 100644
index 0000000..d67395e
--- /dev/null
+++ b/test/integration-tests/utils/aws-ec2.ts
@@ -0,0 +1,67 @@
+import Globals from "../../../src/globals";
+import {
+  DescribeSecurityGroupsCommand,
+  DescribeSubnetsCommand,
+  DescribeVpcsCommand,
+  EC2Client
+} from "@aws-sdk/client-ec2";
+
+export default class EC2Wrap {
+  private client: EC2Client;
+
+  constructor (region: string) {
+    this.client = new EC2Client({
+      region,
+      retryStrategy: Globals.getRetryStrategy()
+    });
+  }
+
+  /**
+   * Read VPC info
+   * @param {string} vpcId
+   * @return {string} VPC name
+   */
+  public async getVPCName (vpcId: string): Promise<string> {
+    const response = await this.client.send(new DescribeVpcsCommand({ VpcIds: [vpcId] }));
+
+    const vpc = response.Vpcs.length > 0 ? response.Vpcs[0] : null;
+    if (vpc != null) {
+      return vpc.Tags.filter((item) => item.Key === "Name")[0].Value;
+    }
+
+    return null;
+  }
+
+  /**
+   * Gets VPC Subnets info by VPC id
+   * @param vpcId - VPC id
+   * @param subnetIds - list of subnet ids
+   * @returns {data} - all information about the VPC Subnets
+   */
+  public async getSubnets (vpcId: string, subnetIds: string[]) {
+    const response = await this.client.send(
+      new DescribeSubnetsCommand({
+        SubnetIds: subnetIds,
+        Filters: [{ Name: "vpc-id", Values: [vpcId] }]
+      })
+    );
+
+    return response.Subnets;
+  }
+
+  /**
+   * Gets VPC security sroups info by VPC id
+   * @param vpcId - VPC id
+   * @param securityGroupIds - list of security group ids
+   * @returns {data} - all information about the VPC Subnets
+   */
+  public async getSecurityGroups (vpcId: string, securityGroupIds: string[]) {
+    const response = await this.client.send(
+      new DescribeSecurityGroupsCommand({
+        GroupIds: securityGroupIds,
+        Filters: [{ Name: "vpc-id", Values: [vpcId] }]
+      })
+    );
+    return response.SecurityGroups;
+  }
+}
diff --git a/test/integration-tests/utils/aws-lambda.ts b/test/integration-tests/utils/aws-lambda.ts
new file mode 100644
index 0000000..b181273
--- /dev/null
+++ b/test/integration-tests/utils/aws-lambda.ts
@@ -0,0 +1,27 @@
+import { GetFunctionCommand, LambdaClient } from "@aws-sdk/client-lambda";
+import Globals from "../../../src/globals";
+
+export default class LambdaWrap {
+  private client: LambdaClient;
+
+  constructor (region: string) {
+    this.client = new LambdaClient({
+      region,
+      retryStrategy: Globals.getRetryStrategy()
+    });
+  }
+
+  /**
+   * Make Lambda calls to read information about the specific lambda
+   * @param {string} funcName
+   * @return {Object} all information about a function
+   */
+  public async getLambdaFunctionInfo (funcName: string) {
+    return await this.client.send(
+      new GetFunctionCommand({
+        FunctionName: funcName,
+        Qualifier: "$LATEST"
+      })
+    );
+  }
+}
diff --git a/test/integration-tests/utils/aws.ts b/test/integration-tests/utils/aws.ts
deleted file mode 100644
index 9bc1708..0000000
--- a/test/integration-tests/utils/aws.ts
+++ /dev/null
@@ -1,90 +0,0 @@
-import { throttledCall } from "../../../src/utils";
-import aws = require("aws-sdk")
-
-const AWS_PROFILE = process.env.AWS_PROFILE;
-const credentials = new aws.SharedIniFileCredentials(
-  { profile: AWS_PROFILE }
-);
-const REGION = "us-west-2";
-const Lambda = new aws.Lambda({
-  credentials: credentials,
-  region: REGION
-});
-
-const EC2 = new aws.EC2({
-  credentials: credentials,
-  region: REGION
-});
-
-/**
- * Gets lambda function info
- * @param funcName - name of function
- * @param qualifier - Specify a version or alias to get details about a published version of the function.
- * @returns {data} - all information about a function
- */
-async function getLambdaFunctionInfo (funcName: string, qualifier?: string) {
-  if (qualifier === undefined) {
-    qualifier = "$LATEST";
-  }
-  return await Lambda.getFunction({
-    FunctionName: funcName,
-    Qualifier: qualifier
-  }).promise();
-}
-
-/**
- * Gets VPC info by VPC id
- * @param vpcId - VPC id
- * @returns {data} - all information about the VPC
- */
-async function getVPCInfo (vpcId: string) {
-  const response = await throttledCall(EC2, "describeVpcs", { VpcIds: [vpcId] });
-  const vpc = response.Vpcs[0];
-  const nameTag = vpc.Tags.filter((item) => item.Key === "Name")[0];
-  vpc.VpcName = nameTag.Value;
-  return vpc;
-}
-
-/**
- * Gets VPC Subnets info by VPC id
- * @param vpcId - VPC id
- * @param subnetIds - list of subnet ids
- * @returns {data} - all information about the VPC Subnets
- */
-async function getSubnetsInfo (vpcId: string, subnetIds: string[]) {
-  const response = await throttledCall(EC2, "describeSubnets", {
-    SubnetIds: subnetIds,
-    Filters: [
-      { Name: "vpc-id", Values: [vpcId] }
-    ]
-  });
-
-  return response.Subnets.map((item) => {
-    const nameTag = item.Tags.filter((item) => item.Key === "Name")[0];
-    item.SubnetName = nameTag.Value;
-    return item;
-  });
-}
-
-/**
- * Gets VPC security sroups info by VPC id
- * @param vpcId - VPC id
- * @param securityGroupIds - list of security group ids
- * @returns {data} - all information about the VPC Subnets
- */
-async function getSecurityGroupInfo (vpcId: string, securityGroupIds: string[]) {
-  const response = await throttledCall(EC2, "describeSecurityGroups", {
-    GroupIds: securityGroupIds,
-    Filters: [
-      { Name: "vpc-id", Values: [vpcId] }
-    ]
-  });
-  return response.SecurityGroups;
-}
-
-export {
-  getLambdaFunctionInfo,
-  getVPCInfo,
-  getSubnetsInfo,
-  getSecurityGroupInfo
-};
diff --git a/test/integration-tests/utils/common.ts b/test/integration-tests/utils/common.ts
index c217152..72c1ecb 100644
--- a/test/integration-tests/utils/common.ts
+++ b/test/integration-tests/utils/common.ts
@@ -1,10 +1,10 @@
-import { VPCDiscovery } from "../../../src/types";
-import yaml = require("js-yaml")
-import fs = require("fs")
+import { ServerlessService, VPCDiscovery } from "../../../src/types";
+import yaml = require("js-yaml");
+import fs = require("fs");
 
 function readYml (path: string) {
   try {
-    return yaml.load(fs.readFileSync(path, "utf8"));
+    return <ServerlessService>yaml.load(fs.readFileSync(path, "utf8"));
   } catch (e) {
     console.log(e);
   }
@@ -12,28 +12,29 @@ function readYml (path: string) {
 
 /**
  * Read sls config and generate {name: vpcDiscovery config} collection
- * @returns {"test-sls-vpc-dicovery-test-helloWorld": {vpcName: ${env:TEST_VPC_NAME}, ...} }
+ * @returns {"test-sls-vpc-discovery-test-helloWorld": {vpcName: ${env:TEST_VPC_NAME}, ...} }
  */
 function readLambdaFunctions (configPath: string, vpcName: string, identifier: string) {
   const config = readYml(configPath);
-  const serviceName = config.service.replace(/\${env:RANDOM_STRING}/gi, identifier);
+  const serviceName = (config.service || "").replace(/\${env:RANDOM_STRING}/gi, identifier);
   const stage = config.provider.stage;
   const funcConf = {};
-  for (const fName in config.functions) {
+
+  Object.keys(config.functions).forEach((fName) => {
     const vpcConfig = config.functions[fName].vpcDiscovery;
     if (typeof vpcConfig !== "boolean" && vpcConfig) {
       Object.assign(vpcConfig, compileVPCConfig(vpcConfig, vpcName));
     }
 
     funcConf[`${serviceName}-${stage}-${fName}`] = vpcConfig;
-  }
+  });
 
   return funcConf;
 }
 
 /**
  * Read basic sls VPC discovery config
- * @returns {"test-sls-vpc-dicovery-test-helloWorld": {vpcName: ${env:TEST_VPC_NAME}, ...} }
+ * @returns {"test-sls-vpc-discovery-test-helloWorld": {vpcName: ${env:TEST_VPC_NAME}, ...} }
  */
 function readBasicVPCConfig (configPath: string, vpcName: string) {
   const config = readYml(configPath);
@@ -50,18 +51,6 @@ function readBasicVPCConfig (configPath: string, vpcName: string) {
 function compileVPCConfig (vpcDiscovery: VPCDiscovery, vpcName) {
   const regExp = /\${env:TEST_VPC_NAME}/gi;
   vpcDiscovery.vpcName = vpcDiscovery.vpcName.replace(regExp, vpcName);
-  // TODO: deprecated in 3.0.0
-  if (vpcDiscovery.subnetNames) {
-    vpcDiscovery.subnetNames = vpcDiscovery.subnetNames.map((item) => {
-      return item.replace(regExp, vpcName);
-    });
-  }
-  if (vpcDiscovery.securityGroupNames) {
-    vpcDiscovery.securityGroupNames = vpcDiscovery.securityGroupNames.map((item) => {
-      return item.replace(regExp, vpcName);
-    });
-  }
-  // end of the deprecation
 
   if (vpcDiscovery.subnets) {
     vpcDiscovery.subnets = vpcDiscovery.subnets.map((item) => {
diff --git a/test/integration-tests/utils/execution.ts b/test/integration-tests/utils/execution.ts
index b70d01a..e40bf84 100644
--- a/test/integration-tests/utils/execution.ts
+++ b/test/integration-tests/utils/execution.ts
@@ -36,23 +36,19 @@ async function createTempDir (tempDir, folderName) {
 /**
  * Runs `sls deploy` for the given folder
  * @param tempDir
- * @param identifier Random alphanumeric string to identify specific run of integration tests.
  * @returns {Promise<void>}
  */
-function slsDeploy (tempDir, identifier) {
-  process.env.RANDOM_STRING = identifier;
+function slsDeploy (tempDir) {
   return exec(`cd ${tempDir} && npx serverless deploy`);
 }
 
 /**
  * Runs `sls remove` for the given folder
  * @param tempDir
- * @param identifier Random alphanumeric string to identify specific run of integration tests.
  * @returns {Promise<void>}
  */
-function slsRemove (tempDir, identifier) {
-  process.env.RANDOM_STRING = identifier;
-  return exec(`cd ${tempDir} && npx serverless remove`);
+function slsRemove (tempDir) {
+  return exec(`cd ${tempDir} && npx serverless remove --verbose`);
 }
 
 export {
diff --git a/test/unit-tests/index.test.ts b/test/unit-tests/index.test.ts
index dc3ba68..add5402 100644
--- a/test/unit-tests/index.test.ts
+++ b/test/unit-tests/index.test.ts
@@ -1,11 +1,17 @@
 "use strict";
 
-import * as AWS from "aws-sdk";
-import * as AWSMock from "aws-sdk-mock";
 import chai = require("chai");
 import spies = require("chai-spies");
 import VPCPlugin from "../../src/index";
-import { FuncVPCDiscovery } from "../../src/types";
+import { VPCDiscovery } from "../../src/types";
+import Globals from "../../src/globals";
+import { mockClient } from "aws-sdk-client-mock";
+import {
+  DescribeSecurityGroupsCommand,
+  DescribeSubnetsCommand,
+  DescribeVpcsCommand,
+  EC2Client
+} from "@aws-sdk/client-ec2";
 
 const expect = chai.expect;
 chai.use(spies);
@@ -13,12 +19,6 @@ chai.use(spies);
 const emptyData = require("./empty-data.json");
 const testData = require("./test-data.json");
 
-// Used for changing what to test
-const testCreds = {
-  accessKeyId: "test_key",
-  secretAccessKey: "test_secret",
-  sessionToken: "test_session"
-};
 const vpc = "test";
 const subnets = [
   {
@@ -37,6 +37,11 @@ const securityGroups = [
 ];
 const vpcId = "vpc-test";
 
+// set global defaults
+Globals.options = {
+  stage: "test"
+};
+
 // This will create a mock plugin to be used for testing
 const testFuncName = "funcTest";
 let consoleOutput = [];
@@ -60,13 +65,15 @@ const constructPlugin = (vpcConfig) => {
     },
     providers: {
       aws: {
-        getCredentials: () => new AWS.Credentials(testCreds),
-        getRegion: () => "us-moon-1"
+        getRegion: () => "us-moon-1",
+        getCredentials: () => new Object()
       }
     },
     configSchemaHandler: {
-      defineCustomProperties: (props: any) => {},
-      defineFunctionProperties: (provider: string, props: any) => {}
+      defineCustomProperties: (props: any) => {
+      },
+      defineFunctionProperties: (provider: string, props: any) => {
+      }
     }
   };
   return new VPCPlugin(serverless, null);
@@ -77,18 +84,6 @@ const initFuncMessage = `[Info] Getting VPC config for the function: '${testFunc
 const foundFuncMessage = `[Info] Found VPC with id '${vpcId}'`;
 
 describe("serverless-vpc-plugin", () => {
-  it("check aws config", () => {
-    const plugin = constructPlugin({
-      vpcName: vpc,
-      subnets: subnets,
-      securityGroups: securityGroups
-    });
-    plugin.initResources();
-
-    expect(plugin.awsCredentials.accessKeyId).to.equal(testCreds.accessKeyId);
-    expect(plugin.awsCredentials.sessionToken).to.equal(testCreds.sessionToken);
-  });
-
   it("registers hooks", () => {
     const plugin = constructPlugin({});
     expect(plugin.hooks["before:package:initialize"]).to.be.a("function");
@@ -97,9 +92,10 @@ describe("serverless-vpc-plugin", () => {
 
 describe("Given a vpc,", () => {
   it("function updates vpc", async () => {
-    AWSMock.mock("EC2", "describeVpcs", testData);
-    AWSMock.mock("EC2", "describeSubnets", testData);
-    AWSMock.mock("EC2", "describeSecurityGroups", testData);
+    const EC2ClientMock = mockClient(EC2Client);
+    EC2ClientMock.on(DescribeVpcsCommand).resolves(testData);
+    EC2ClientMock.on(DescribeSubnetsCommand).resolves(testData);
+    EC2ClientMock.on(DescribeSecurityGroupsCommand).resolves(testData);
 
     const plugin = constructPlugin({
       vpcName: vpc,
@@ -123,12 +119,13 @@ describe("Given a vpc,", () => {
   });
 
   it("vpc option given does not exist", async () => {
-    AWSMock.mock("EC2", "describeVpcs", emptyData);
+    const EC2ClientMock = mockClient(EC2Client);
+    EC2ClientMock.on(DescribeVpcsCommand).resolves(emptyData);
 
     const plugin = constructPlugin({});
     plugin.initResources();
 
-    const funcVPCDiscovery: FuncVPCDiscovery = {
+    const funcVPCDiscovery: VPCDiscovery = {
       vpcName: "test",
       subnets: [{ tagKey: "Name", tagValues: ["test_subnet"] }]
     };
@@ -141,7 +138,6 @@ describe("Given a vpc,", () => {
   });
 
   afterEach(() => {
-    AWSMock.restore();
     consoleOutput = [];
   });
 });
@@ -149,16 +145,17 @@ describe("Given a vpc,", () => {
 describe("Given valid inputs for Subnets and Security Groups ", () => {
   let plugin;
   beforeEach(() => {
-    AWSMock.mock("EC2", "describeVpcs", testData);
-    AWSMock.mock("EC2", "describeSecurityGroups", testData);
-    AWSMock.mock("EC2", "describeSubnets", testData);
+    const EC2ClientMock = mockClient(EC2Client);
+    EC2ClientMock.on(DescribeVpcsCommand).resolves(testData);
+    EC2ClientMock.on(DescribeSubnetsCommand).resolves(testData);
+    EC2ClientMock.on(DescribeSecurityGroupsCommand).resolves(testData);
 
     plugin = constructPlugin({});
     plugin.initResources();
   });
 
   it("without wildcards", async () => {
-    const funcVPCDiscovery: FuncVPCDiscovery = {
+    const funcVPCDiscovery: VPCDiscovery = {
       vpcName: "test",
       subnets: subnets,
       securityGroups: securityGroups
@@ -171,7 +168,7 @@ describe("Given valid inputs for Subnets and Security Groups ", () => {
   });
 
   it("with wildcards", async () => {
-    const funcVPCDiscovery: FuncVPCDiscovery = {
+    const funcVPCDiscovery: VPCDiscovery = {
       vpcName: "test",
       subnets: [{ tagKey: "Name", tagValues: ["test_subnet_*"] }],
       securityGroups: [{ names: ["test_group_*"] }]
@@ -184,29 +181,24 @@ describe("Given valid inputs for Subnets and Security Groups ", () => {
   });
 
   afterEach(() => {
-    AWSMock.restore();
     consoleOutput = [];
   });
 });
 
 describe("Given invalid input for ", () => {
-  let plugin;
-  beforeEach(() => {
-    plugin = constructPlugin({});
-
-    AWSMock.mock("EC2", "describeVpcs", testData);
-  });
-
-  const funcVPCDiscovery: FuncVPCDiscovery = {
+  const funcVPCDiscovery: VPCDiscovery = {
     vpcName: "test",
     subnets: [{ tagKey: "Name", tagValues: ["test_subnet_1"] }],
     securityGroups: [{ names: ["test_group_1"] }]
   };
 
   it("Subnets", async () => {
-    AWSMock.mock("EC2", "describeSecurityGroups", testData);
-    AWSMock.mock("EC2", "describeSubnets", emptyData);
+    const EC2ClientMock = mockClient(EC2Client);
+    EC2ClientMock.on(DescribeVpcsCommand).resolves(testData);
+    EC2ClientMock.on(DescribeSubnetsCommand).resolves(emptyData);
+    EC2ClientMock.on(DescribeSecurityGroupsCommand).resolves(testData);
 
+    const plugin = constructPlugin({});
     plugin.initResources();
 
     await plugin.lambdaFunction.getFuncVPC("test", funcVPCDiscovery).then(() => {
@@ -218,9 +210,12 @@ describe("Given invalid input for ", () => {
   });
 
   it("Security Groups", async () => {
-    AWSMock.mock("EC2", "describeSecurityGroups", emptyData);
-    AWSMock.mock("EC2", "describeSubnets", testData);
+    const EC2ClientMock = mockClient(EC2Client);
+    EC2ClientMock.on(DescribeVpcsCommand).resolves(testData);
+    EC2ClientMock.on(DescribeSubnetsCommand).resolves(testData);
+    EC2ClientMock.on(DescribeSecurityGroupsCommand).resolves(emptyData);
 
+    const plugin = constructPlugin({});
     plugin.initResources();
 
     await plugin.lambdaFunction.getFuncVPC("test", funcVPCDiscovery).then(() => {
@@ -232,28 +227,25 @@ describe("Given invalid input for ", () => {
   });
 
   afterEach(() => {
-    AWSMock.restore();
     consoleOutput = [];
   });
 });
 
 describe("Given input missing in AWS for ", () => {
-  let plugin;
   beforeEach(() => {
-    AWSMock.mock("EC2", "describeVpcs", testData);
-    AWSMock.mock("EC2", "describeSubnets", testData);
-    AWSMock.mock("EC2", "describeSecurityGroups", testData);
-
-    plugin = constructPlugin({});
-    plugin.initResources();
+    const EC2ClientMock = mockClient(EC2Client);
+    EC2ClientMock.on(DescribeVpcsCommand).resolves(testData);
+    EC2ClientMock.on(DescribeSubnetsCommand).resolves(testData);
+    EC2ClientMock.on(DescribeSecurityGroupsCommand).resolves(testData);
   });
 
   it("Subnets", async () => {
-    const funcVPCDiscovery: FuncVPCDiscovery = {
+    const funcVPCDiscovery: VPCDiscovery = {
       vpcName: "test",
       subnets: [{ tagKey: "Name", tagValues: ["test_subnet_*", "missing_subnet"] }],
       securityGroups: [{ names: ["test_group_*"] }]
     };
+    const plugin = constructPlugin({});
     plugin.initResources();
 
     await plugin.lambdaFunction.getFuncVPC("test", funcVPCDiscovery).then(() => {
@@ -265,12 +257,15 @@ describe("Given input missing in AWS for ", () => {
   });
 
   it("Security Groups", async () => {
-    const funcVPCDiscovery: FuncVPCDiscovery = {
+    const funcVPCDiscovery: VPCDiscovery = {
       vpcName: "test",
       subnets: [{ tagKey: "Name", tagValues: ["test_subnet_*"] }],
       securityGroups: [{ names: ["test_group_*", "missing_security_group"] }]
     };
 
+    const plugin = constructPlugin({});
+    plugin.initResources();
+
     await plugin.lambdaFunction.getFuncVPC("test", funcVPCDiscovery).then(() => {
       const expectedMessage = "Security groups do not exist for the names";
       expect(consoleOutput[0]).to.equal(initFuncMessage.replace(testFuncName, "test"));
@@ -280,14 +275,14 @@ describe("Given input missing in AWS for ", () => {
   });
 
   afterEach(() => {
-    AWSMock.restore();
     consoleOutput = [];
   });
 });
 
 describe("Catching errors in updateVpcConfig ", () => {
   it("AWS api call describeVpcs fails", async () => {
-    AWSMock.mock("EC2", "describeVpcs", emptyData);
+    const EC2ClientMock = mockClient(EC2Client);
+    EC2ClientMock.on(DescribeVpcsCommand).resolves(emptyData);
 
     const plugin = constructPlugin({
       vpcName: vpc,
@@ -321,7 +316,6 @@ describe("Catching errors in updateVpcConfig ", () => {
   });
 
   afterEach(() => {
-    AWSMock.restore();
     consoleOutput = [];
   });
 });