SlideShare une entreprise Scribd logo
1  sur  52
Télécharger pour lire hors ligne
From Complexity to Clarity:
The Tale of AWS Access Evolution
AWS Summit AMS
2024-04-09
www.fivexl.io | hello@fivexl.io
What is the
problem?
www.fivexl.io | hello@fivexl.io
First day as a new CISO
www.fivexl.io | hello@fivexl.io
How did we get
there?
Those Who Do Not Learn History Are Doomed To Repeat It
www.fivexl.io | hello@fivexl.io
First day as a new CISO
www.fivexl.io | hello@fivexl.io
Authentication vs.
Authorization
www.fivexl.io | hello@fivexl.io
Andrey Devyatkin
Co-Host @ DevSecOps Talks
podcast
Principal AWS Consultant
AWS Community Builder
Security and Identity
Co-Founder @ FivexL
AWS User Group Leader
UG Las Palmas de GC
www.fivexl.io | hello@fivexl.io
Type of credentials Credentials TTL Permission duration
www.fivexl.io | hello@fivexl.io
https://aws.amazon.com/blogs/aws/happy-10th-birthday-aws-identity-and-access-management/
2011
IAM, users and
policies
www.fivexl.io | hello@fivexl.io
www.fivexl.io | hello@fivexl.io
Type of credentials Credentials TTL Permission duration
IAM user / root user Permanent Permanent
www.fivexl.io | hello@fivexl.io
How do we change
permanent nature of
access and permissions?
Profound question
www.fivexl.io | hello@fivexl.io
https://github.com/fivexl/terraform-aws-cloudtrail-to-slack
www.fivexl.io | hello@fivexl.io
{
"Version": "2012-10-17",
"Statement": [
{
"Action": "*",
"Resource": "*",
"Effect": "Deny",
"Condition": {
"StringLike": {
"aws:PrincipalArn": [
"arn:aws:iam::*:root"
]
}
}
}
]
}
https://asecure.cloud/a/scp_root_account/
www.fivexl.io | hello@fivexl.io
Problems with IAM
users
Static
www.fivexl.io | hello@fivexl.io
Problems with IAM
users
Static
User per account
www.fivexl.io | hello@fivexl.io
Problems with IAM
users
Static
User per account
Require password
management / think
rotation and
revocation
www.fivexl.io | hello@fivexl.io
https://www.cisecurity.org/benchmark/amazon_web_services
www.fivexl.io | hello@fivexl.io
A good idea, not the best outcome
www.fivexl.io | hello@fivexl.io
Credentials TTL Permission duration
IAM user / root user Permanent Permanent
Static user + role chaining Permanent Permanent/Temporary
www.fivexl.io | hello@fivexl.io
Problems with
Role chaining
Hard to get a big picture
www.fivexl.io | hello@fivexl.io
Problems with
Role chaining
Hard to get a big
picture
Hard to manage
www.fivexl.io | hello@fivexl.io
Problems with
Role chaining
Hard to get a big
picture
Hard to manage
Who did that?
www.fivexl.io | hello@fivexl.io
First day as a new CISO
www.fivexl.io | hello@fivexl.io
An alternative way - May 2015
www.fivexl.io | hello@fivexl.io
www.fivexl.io | hello@fivexl.io
Credentials TTL Permission duration
IAM user / root user Permanent Permanent
Static user + role chaining Permanent Permanent/Temporary
HashiCorp Vault Temporary Permanent
www.fivexl.io | hello@fivexl.io
www.fivexl.io | hello@fivexl.io
Credentials TTL Permission duration
IAM user / root user Permanent Permanent
Static user + role chaining Permanent Permanent/Temporary
HashiCorp Vault Temporary Permanent/Temporary
HashiCorp Vault + Foxpass Temporary Temporary
www.fivexl.io | hello@fivexl.io
Problems with
HashiCorp Vault
Self-hosted (before
HCP)
www.fivexl.io | hello@fivexl.io
Problems with
HashiCorp Vault
Self-hosted (before
HCP)
One more system to
audit
www.fivexl.io | hello@fivexl.io
Problems with
HashiCorp Vault
Self-hosted (before
HCP)
One more system to
audit
Gets pricy at scale
www.fivexl.io | hello@fivexl.io
https://aws.amazon.com/blogs/aws/happy-10th-birthday-aws-identity-and-access-management/
2017
AWS
Organizations
AWS SSO
www.fivexl.io | hello@fivexl.io
www.fivexl.io | hello@fivexl.io
Credentials TTL Permission duration
IAM user / root user Permanent Permanent
Static user + role chaining Permanent Permanent/Temporary
HashiCorp Vault Temporary Permanent
HashiCorp Vault + Foxpass Temporary Temporary
SSO Temporary Permanent
www.fivexl.io | hello@fivexl.io
Credentials TTL Permission duration
IAM user / root user Permanent Permanent
Static user + role chaining Permanent Permanent/Temporary
HashiCorp Vault Temporary Permanent
HashiCorp Vault + Foxpass Temporary Temporary
SSO Temporary Permanent
SSO + role chaining Temporary Permanent/Temporary
www.fivexl.io | hello@fivexl.io
Tools
aws sso
aws-vault
leapp
aws-sso-cli
www.fivexl.io | hello@fivexl.io
FivexL SSO Elevator (2020)
More info: https://github.com/fivexl/terraform-aws-sso-elevator
www.fivexl.io | hello@fivexl.io
www.fivexl.io | hello@fivexl.io
FivexL SSO Elevator goes Open Source (2023)
www.fivexl.io | hello@fivexl.io
https://aws.amazon.com/blogs/security/temporary-elevated-access-management-with-iam-identity-center/
www.fivexl.io | hello@fivexl.io
Credentials TTL Permission duration
IAM user / root user Permanent Permanent
Static user + role chaining Permanent Permanent/Temporary
HashiCorp Vault Temporary Permanent
HashiCorp Vault + Foxpass Temporary Temporary
SSO Temporary Permanent
SSO + role chaining Temporary Permanent/Temporary
SSO + TEA Temporary Temporary
www.fivexl.io | hello@fivexl.io
First day as a new CISO
www.fivexl.io | hello@fivexl.io
How do we implement
Temporary Elevated
Access?
www.fivexl.io | hello@fivexl.io
AWS Organisations
www.fivexl.io | hello@fivexl.io
AWS IAM Identity Center + IDP
www.fivexl.io | hello@fivexl.io
Using any of those?
www.fivexl.io | hello@fivexl.io
Temporary elevated access management (TEAM)
More info: https://aws-samples.github.io/iam-identity-center-team/
www.fivexl.io | hello@fivexl.io
Not related but still important. Openid Connect for CI/CD
https://docs.github.com/en/actions/deployment/security-hardening-your-deployments/configuring-openid-connect-in-amazon-web-services
https://docs.gitlab.com/ee/ci/cloud_services/aws/
www.fivexl.io | hello@fivexl.io
Recap
Strive to avoid permanent
credentials
You can’t lose what you do not have
Avoid having permanent
high-privilege permission
assignments
Reduced risk allows for development
productivity
www.fivexl.io | hello@fivexl.io
Credentials TTL Permission duration
IAM user / root user Permanent Permanent
Static user + role chaining Permanent Permanent/Temporary
HashiCorp Vault Temporary Permanent/Temporary
HashiCorp Vault + Foxpass Temporary Temporary
SSO Temporary Permanent
SSO + role chaining Temporary Permanent/Temporary
SSO + TEA Temporary Temporary
Thank you
https://www.linkedin.com/in/andreydevyatkin
https://andreydevyatkin.com
https://devsecops.fm
https://www.youtube.com/@fivexl/streams
https://www.meetup.com/aws-las-palmas-user-group

Contenu connexe

Similaire à 2024-04-09 - From Complexity to Clarity - AWS Summit AMS.pdf

Build a Server-less Event-driven Backend with AWS Lambda and Amazon API Gateway
Build a Server-less Event-driven Backend with AWS Lambda and Amazon API GatewayBuild a Server-less Event-driven Backend with AWS Lambda and Amazon API Gateway
Build a Server-less Event-driven Backend with AWS Lambda and Amazon API GatewayDanilo Poccia
 
Amazon Amazon Elastic Container Service (Amazon ECS)
Amazon Amazon Elastic Container Service (Amazon ECS)Amazon Amazon Elastic Container Service (Amazon ECS)
Amazon Amazon Elastic Container Service (Amazon ECS)Amazon Web Services
 
SID344-Soup to Nuts Identity Federation for AWS
SID344-Soup to Nuts Identity Federation for AWSSID344-Soup to Nuts Identity Federation for AWS
SID344-Soup to Nuts Identity Federation for AWSAmazon Web Services
 
Automate static website deployment from Github to S3 using AWS CodePipeline.pdf
Automate static website deployment from Github to S3 using AWS CodePipeline.pdfAutomate static website deployment from Github to S3 using AWS CodePipeline.pdf
Automate static website deployment from Github to S3 using AWS CodePipeline.pdfSumama Zaeem
 
Aw some day_essentials3.2ish_072214
Aw some day_essentials3.2ish_072214Aw some day_essentials3.2ish_072214
Aw some day_essentials3.2ish_072214Amazon Web Services
 
Containers-AWS-Webinar-13-11-2018.pdf
Containers-AWS-Webinar-13-11-2018.pdfContainers-AWS-Webinar-13-11-2018.pdf
Containers-AWS-Webinar-13-11-2018.pdfAmazon Web Services
 
2023-11-23-AWS-UG-Las-Palmas-Increase-your-security-posture-with-temporary-el...
2023-11-23-AWS-UG-Las-Palmas-Increase-your-security-posture-with-temporary-el...2023-11-23-AWS-UG-Las-Palmas-Increase-your-security-posture-with-temporary-el...
2023-11-23-AWS-UG-Las-Palmas-Increase-your-security-posture-with-temporary-el...Andrey Devyatkin
 
Amazon
AmazonAmazon
Amazoniamzkz
 
Building Highly Scalable Web Applications
Building Highly Scalable Web ApplicationsBuilding Highly Scalable Web Applications
Building Highly Scalable Web ApplicationsIWMW
 
Deep Dive on Amazon Elastic Container Service (ECS) I AWS Dev Day 2018
Deep Dive on Amazon Elastic Container Service (ECS) I AWS Dev Day 2018Deep Dive on Amazon Elastic Container Service (ECS) I AWS Dev Day 2018
Deep Dive on Amazon Elastic Container Service (ECS) I AWS Dev Day 2018AWS Germany
 
Amazon Elastic Container Service for Kubernetes (Amazon EKS)
Amazon Elastic Container Service for Kubernetes (Amazon EKS)Amazon Elastic Container Service for Kubernetes (Amazon EKS)
Amazon Elastic Container Service for Kubernetes (Amazon EKS)Amazon Web Services
 
AWS CloudFront | Creating Amazon CloudFront Distribution | AWS Training | Edu...
AWS CloudFront | Creating Amazon CloudFront Distribution | AWS Training | Edu...AWS CloudFront | Creating Amazon CloudFront Distribution | AWS Training | Edu...
AWS CloudFront | Creating Amazon CloudFront Distribution | AWS Training | Edu...Edureka!
 
Stacking Your Logs - Pop-up Loft TLV 2017
Stacking Your Logs - Pop-up Loft TLV 2017Stacking Your Logs - Pop-up Loft TLV 2017
Stacking Your Logs - Pop-up Loft TLV 2017Amazon Web Services
 
Recap of AWS re:invent 2015
Recap of AWS re:invent 2015Recap of AWS re:invent 2015
Recap of AWS re:invent 2015Anton Babenko
 
使用 Amazon EKS 打造高效的服務架構設計
使用 Amazon EKS 打造高效的服務架構設計使用 Amazon EKS 打造高效的服務架構設計
使用 Amazon EKS 打造高效的服務架構設計Amazon Web Services
 
AWS Black Belt Tips for IT Operations
AWS Black Belt Tips for IT OperationsAWS Black Belt Tips for IT Operations
AWS Black Belt Tips for IT OperationsAmazon Web Services
 

Similaire à 2024-04-09 - From Complexity to Clarity - AWS Summit AMS.pdf (20)

Build a Server-less Event-driven Backend with AWS Lambda and Amazon API Gateway
Build a Server-less Event-driven Backend with AWS Lambda and Amazon API GatewayBuild a Server-less Event-driven Backend with AWS Lambda and Amazon API Gateway
Build a Server-less Event-driven Backend with AWS Lambda and Amazon API Gateway
 
Amazon ECS Deep Dive
Amazon ECS Deep DiveAmazon ECS Deep Dive
Amazon ECS Deep Dive
 
Amazon Amazon Elastic Container Service (Amazon ECS)
Amazon Amazon Elastic Container Service (Amazon ECS)Amazon Amazon Elastic Container Service (Amazon ECS)
Amazon Amazon Elastic Container Service (Amazon ECS)
 
SID344-Soup to Nuts Identity Federation for AWS
SID344-Soup to Nuts Identity Federation for AWSSID344-Soup to Nuts Identity Federation for AWS
SID344-Soup to Nuts Identity Federation for AWS
 
Automate static website deployment from Github to S3 using AWS CodePipeline.pdf
Automate static website deployment from Github to S3 using AWS CodePipeline.pdfAutomate static website deployment from Github to S3 using AWS CodePipeline.pdf
Automate static website deployment from Github to S3 using AWS CodePipeline.pdf
 
Threat Hunting on AWS using Azure Sentinel
Threat Hunting on AWS using Azure SentinelThreat Hunting on AWS using Azure Sentinel
Threat Hunting on AWS using Azure Sentinel
 
Aw some day_essentials3.2ish_072214
Aw some day_essentials3.2ish_072214Aw some day_essentials3.2ish_072214
Aw some day_essentials3.2ish_072214
 
Containers-AWS-Webinar-13-11-2018.pdf
Containers-AWS-Webinar-13-11-2018.pdfContainers-AWS-Webinar-13-11-2018.pdf
Containers-AWS-Webinar-13-11-2018.pdf
 
2023-11-23-AWS-UG-Las-Palmas-Increase-your-security-posture-with-temporary-el...
2023-11-23-AWS-UG-Las-Palmas-Increase-your-security-posture-with-temporary-el...2023-11-23-AWS-UG-Las-Palmas-Increase-your-security-posture-with-temporary-el...
2023-11-23-AWS-UG-Las-Palmas-Increase-your-security-posture-with-temporary-el...
 
Amazon
AmazonAmazon
Amazon
 
Building Highly Scalable Web Applications
Building Highly Scalable Web ApplicationsBuilding Highly Scalable Web Applications
Building Highly Scalable Web Applications
 
Deep Dive on Amazon Elastic Container Service (ECS) I AWS Dev Day 2018
Deep Dive on Amazon Elastic Container Service (ECS) I AWS Dev Day 2018Deep Dive on Amazon Elastic Container Service (ECS) I AWS Dev Day 2018
Deep Dive on Amazon Elastic Container Service (ECS) I AWS Dev Day 2018
 
Introduction to Amazon EKS
Introduction to Amazon EKSIntroduction to Amazon EKS
Introduction to Amazon EKS
 
Amazon Elastic Container Service for Kubernetes (Amazon EKS)
Amazon Elastic Container Service for Kubernetes (Amazon EKS)Amazon Elastic Container Service for Kubernetes (Amazon EKS)
Amazon Elastic Container Service for Kubernetes (Amazon EKS)
 
AWS CloudFront | Creating Amazon CloudFront Distribution | AWS Training | Edu...
AWS CloudFront | Creating Amazon CloudFront Distribution | AWS Training | Edu...AWS CloudFront | Creating Amazon CloudFront Distribution | AWS Training | Edu...
AWS CloudFront | Creating Amazon CloudFront Distribution | AWS Training | Edu...
 
Stacking Your Logs - Pop-up Loft TLV 2017
Stacking Your Logs - Pop-up Loft TLV 2017Stacking Your Logs - Pop-up Loft TLV 2017
Stacking Your Logs - Pop-up Loft TLV 2017
 
Recap of AWS re:invent 2015
Recap of AWS re:invent 2015Recap of AWS re:invent 2015
Recap of AWS re:invent 2015
 
使用 Amazon EKS 打造高效的服務架構設計
使用 Amazon EKS 打造高效的服務架構設計使用 Amazon EKS 打造高效的服務架構設計
使用 Amazon EKS 打造高效的服務架構設計
 
AWS Black Belt Tips for IT Operations
AWS Black Belt Tips for IT OperationsAWS Black Belt Tips for IT Operations
AWS Black Belt Tips for IT Operations
 
Being cloudy with perl
Being cloudy with perlBeing cloudy with perl
Being cloudy with perl
 

Plus de Andrey Devyatkin

2023-05-24 - Three problems of Terraform DevOps Pro EU.pdf
2023-05-24 - Three problems of Terraform DevOps Pro EU.pdf2023-05-24 - Three problems of Terraform DevOps Pro EU.pdf
2023-05-24 - Three problems of Terraform DevOps Pro EU.pdfAndrey Devyatkin
 
HashiConf Digital 2020: HashiCorp Vault configuration as code via HashiCorp T...
HashiConf Digital 2020: HashiCorp Vault configuration as code via HashiCorp T...HashiConf Digital 2020: HashiCorp Vault configuration as code via HashiCorp T...
HashiConf Digital 2020: HashiCorp Vault configuration as code via HashiCorp T...Andrey Devyatkin
 
2020-02-20 - HashiCorpUserGroup Madring - Integrating HashiCorp Vault and Kub...
2020-02-20 - HashiCorpUserGroup Madring - Integrating HashiCorp Vault and Kub...2020-02-20 - HashiCorpUserGroup Madring - Integrating HashiCorp Vault and Kub...
2020-02-20 - HashiCorpUserGroup Madring - Integrating HashiCorp Vault and Kub...Andrey Devyatkin
 
2020-02-20 - HashiTalks 2020 - HashiCorp Vault configuration as code via Hash...
2020-02-20 - HashiTalks 2020 - HashiCorp Vault configuration as code via Hash...2020-02-20 - HashiTalks 2020 - HashiCorp Vault configuration as code via Hash...
2020-02-20 - HashiTalks 2020 - HashiCorp Vault configuration as code via Hash...Andrey Devyatkin
 
HashiCorp Vault configuration as code via HashiCorp Terraform- stories from t...
HashiCorp Vault configuration as code via HashiCorp Terraform- stories from t...HashiCorp Vault configuration as code via HashiCorp Terraform- stories from t...
HashiCorp Vault configuration as code via HashiCorp Terraform- stories from t...Andrey Devyatkin
 
2019 03-21 - cloud native computing las palmas meetup #1
2019 03-21 - cloud native computing las palmas meetup #12019 03-21 - cloud native computing las palmas meetup #1
2019 03-21 - cloud native computing las palmas meetup #1Andrey Devyatkin
 
Cloud Native Computing Las Palmas. Meetup #0
Cloud Native Computing Las Palmas. Meetup #0Cloud Native Computing Las Palmas. Meetup #0
Cloud Native Computing Las Palmas. Meetup #0Andrey Devyatkin
 
The state of Jenkins pipelines or do I still need freestyle jobs
The state of Jenkins pipelines or do I still need freestyle jobsThe state of Jenkins pipelines or do I still need freestyle jobs
The state of Jenkins pipelines or do I still need freestyle jobsAndrey Devyatkin
 
Running jenkins in a public cloud - common issues and some solutions
Running jenkins in a public cloud - common issues and some solutionsRunning jenkins in a public cloud - common issues and some solutions
Running jenkins in a public cloud - common issues and some solutionsAndrey Devyatkin
 
Stockholm JAM September 2018
Stockholm JAM September 2018Stockholm JAM September 2018
Stockholm JAM September 2018Andrey Devyatkin
 
Getting Git Right @ Git Merge 2018
Getting Git Right @ Git Merge 2018Getting Git Right @ Git Merge 2018
Getting Git Right @ Git Merge 2018Andrey Devyatkin
 
Stockholm Jenkins Area Meetup, March 2017
Stockholm Jenkins Area Meetup, March 2017Stockholm Jenkins Area Meetup, March 2017
Stockholm Jenkins Area Meetup, March 2017Andrey Devyatkin
 
Synchronizing parallel delivery flows in jenkins using groovy, build flow and...
Synchronizing parallel delivery flows in jenkins using groovy, build flow and...Synchronizing parallel delivery flows in jenkins using groovy, build flow and...
Synchronizing parallel delivery flows in jenkins using groovy, build flow and...Andrey Devyatkin
 

Plus de Andrey Devyatkin (13)

2023-05-24 - Three problems of Terraform DevOps Pro EU.pdf
2023-05-24 - Three problems of Terraform DevOps Pro EU.pdf2023-05-24 - Three problems of Terraform DevOps Pro EU.pdf
2023-05-24 - Three problems of Terraform DevOps Pro EU.pdf
 
HashiConf Digital 2020: HashiCorp Vault configuration as code via HashiCorp T...
HashiConf Digital 2020: HashiCorp Vault configuration as code via HashiCorp T...HashiConf Digital 2020: HashiCorp Vault configuration as code via HashiCorp T...
HashiConf Digital 2020: HashiCorp Vault configuration as code via HashiCorp T...
 
2020-02-20 - HashiCorpUserGroup Madring - Integrating HashiCorp Vault and Kub...
2020-02-20 - HashiCorpUserGroup Madring - Integrating HashiCorp Vault and Kub...2020-02-20 - HashiCorpUserGroup Madring - Integrating HashiCorp Vault and Kub...
2020-02-20 - HashiCorpUserGroup Madring - Integrating HashiCorp Vault and Kub...
 
2020-02-20 - HashiTalks 2020 - HashiCorp Vault configuration as code via Hash...
2020-02-20 - HashiTalks 2020 - HashiCorp Vault configuration as code via Hash...2020-02-20 - HashiTalks 2020 - HashiCorp Vault configuration as code via Hash...
2020-02-20 - HashiTalks 2020 - HashiCorp Vault configuration as code via Hash...
 
HashiCorp Vault configuration as code via HashiCorp Terraform- stories from t...
HashiCorp Vault configuration as code via HashiCorp Terraform- stories from t...HashiCorp Vault configuration as code via HashiCorp Terraform- stories from t...
HashiCorp Vault configuration as code via HashiCorp Terraform- stories from t...
 
2019 03-21 - cloud native computing las palmas meetup #1
2019 03-21 - cloud native computing las palmas meetup #12019 03-21 - cloud native computing las palmas meetup #1
2019 03-21 - cloud native computing las palmas meetup #1
 
Cloud Native Computing Las Palmas. Meetup #0
Cloud Native Computing Las Palmas. Meetup #0Cloud Native Computing Las Palmas. Meetup #0
Cloud Native Computing Las Palmas. Meetup #0
 
The state of Jenkins pipelines or do I still need freestyle jobs
The state of Jenkins pipelines or do I still need freestyle jobsThe state of Jenkins pipelines or do I still need freestyle jobs
The state of Jenkins pipelines or do I still need freestyle jobs
 
Running jenkins in a public cloud - common issues and some solutions
Running jenkins in a public cloud - common issues and some solutionsRunning jenkins in a public cloud - common issues and some solutions
Running jenkins in a public cloud - common issues and some solutions
 
Stockholm JAM September 2018
Stockholm JAM September 2018Stockholm JAM September 2018
Stockholm JAM September 2018
 
Getting Git Right @ Git Merge 2018
Getting Git Right @ Git Merge 2018Getting Git Right @ Git Merge 2018
Getting Git Right @ Git Merge 2018
 
Stockholm Jenkins Area Meetup, March 2017
Stockholm Jenkins Area Meetup, March 2017Stockholm Jenkins Area Meetup, March 2017
Stockholm Jenkins Area Meetup, March 2017
 
Synchronizing parallel delivery flows in jenkins using groovy, build flow and...
Synchronizing parallel delivery flows in jenkins using groovy, build flow and...Synchronizing parallel delivery flows in jenkins using groovy, build flow and...
Synchronizing parallel delivery flows in jenkins using groovy, build flow and...
 

Dernier

Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...stazi3110
 
What is Fashion PLM and Why Do You Need It
What is Fashion PLM and Why Do You Need ItWhat is Fashion PLM and Why Do You Need It
What is Fashion PLM and Why Do You Need ItWave PLM
 
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...kellynguyen01
 
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...soniya singh
 
buds n tech IT solutions
buds n  tech IT                solutionsbuds n  tech IT                solutions
buds n tech IT solutionsmonugehlot87
 
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdf
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdfThe Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdf
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdfkalichargn70th171
 
Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)OPEN KNOWLEDGE GmbH
 
The Evolution of Karaoke From Analog to App.pdf
The Evolution of Karaoke From Analog to App.pdfThe Evolution of Karaoke From Analog to App.pdf
The Evolution of Karaoke From Analog to App.pdfPower Karaoke
 
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptx
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptxKnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptx
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptxTier1 app
 
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...MyIntelliSource, Inc.
 
Project Based Learning (A.I).pptx detail explanation
Project Based Learning (A.I).pptx detail explanationProject Based Learning (A.I).pptx detail explanation
Project Based Learning (A.I).pptx detail explanationkaushalgiri8080
 
Asset Management Software - Infographic
Asset Management Software - InfographicAsset Management Software - Infographic
Asset Management Software - InfographicHr365.us smith
 
Call Girls in Naraina Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Naraina Delhi 💯Call Us 🔝8264348440🔝Call Girls in Naraina Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Naraina Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASEBATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASEOrtus Solutions, Corp
 
why an Opensea Clone Script might be your perfect match.pdf
why an Opensea Clone Script might be your perfect match.pdfwhy an Opensea Clone Script might be your perfect match.pdf
why an Opensea Clone Script might be your perfect match.pdfjoe51371421
 
Engage Usergroup 2024 - The Good The Bad_The Ugly
Engage Usergroup 2024 - The Good The Bad_The UglyEngage Usergroup 2024 - The Good The Bad_The Ugly
Engage Usergroup 2024 - The Good The Bad_The UglyFrank van der Linden
 
What is Binary Language? Computer Number Systems
What is Binary Language?  Computer Number SystemsWhat is Binary Language?  Computer Number Systems
What is Binary Language? Computer Number SystemsJheuzeDellosa
 
Building Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop SlideBuilding Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop SlideChristina Lin
 
Automate your Kamailio Test Calls - Kamailio World 2024
Automate your Kamailio Test Calls - Kamailio World 2024Automate your Kamailio Test Calls - Kamailio World 2024
Automate your Kamailio Test Calls - Kamailio World 2024Andreas Granig
 

Dernier (20)

Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
 
What is Fashion PLM and Why Do You Need It
What is Fashion PLM and Why Do You Need ItWhat is Fashion PLM and Why Do You Need It
What is Fashion PLM and Why Do You Need It
 
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
 
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
 
buds n tech IT solutions
buds n  tech IT                solutionsbuds n  tech IT                solutions
buds n tech IT solutions
 
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdf
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdfThe Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdf
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdf
 
Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)
 
Call Girls In Mukherjee Nagar 📱 9999965857 🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SE...
Call Girls In Mukherjee Nagar 📱  9999965857  🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SE...Call Girls In Mukherjee Nagar 📱  9999965857  🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SE...
Call Girls In Mukherjee Nagar 📱 9999965857 🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SE...
 
The Evolution of Karaoke From Analog to App.pdf
The Evolution of Karaoke From Analog to App.pdfThe Evolution of Karaoke From Analog to App.pdf
The Evolution of Karaoke From Analog to App.pdf
 
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptx
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptxKnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptx
KnowAPIs-UnknownPerf-jaxMainz-2024 (1).pptx
 
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
 
Project Based Learning (A.I).pptx detail explanation
Project Based Learning (A.I).pptx detail explanationProject Based Learning (A.I).pptx detail explanation
Project Based Learning (A.I).pptx detail explanation
 
Asset Management Software - Infographic
Asset Management Software - InfographicAsset Management Software - Infographic
Asset Management Software - Infographic
 
Call Girls in Naraina Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Naraina Delhi 💯Call Us 🔝8264348440🔝Call Girls in Naraina Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Naraina Delhi 💯Call Us 🔝8264348440🔝
 
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASEBATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
 
why an Opensea Clone Script might be your perfect match.pdf
why an Opensea Clone Script might be your perfect match.pdfwhy an Opensea Clone Script might be your perfect match.pdf
why an Opensea Clone Script might be your perfect match.pdf
 
Engage Usergroup 2024 - The Good The Bad_The Ugly
Engage Usergroup 2024 - The Good The Bad_The UglyEngage Usergroup 2024 - The Good The Bad_The Ugly
Engage Usergroup 2024 - The Good The Bad_The Ugly
 
What is Binary Language? Computer Number Systems
What is Binary Language?  Computer Number SystemsWhat is Binary Language?  Computer Number Systems
What is Binary Language? Computer Number Systems
 
Building Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop SlideBuilding Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
 
Automate your Kamailio Test Calls - Kamailio World 2024
Automate your Kamailio Test Calls - Kamailio World 2024Automate your Kamailio Test Calls - Kamailio World 2024
Automate your Kamailio Test Calls - Kamailio World 2024
 

2024-04-09 - From Complexity to Clarity - AWS Summit AMS.pdf