SlideShare a Scribd company logo
LONDON 2015Join the conversation #devseccon
Public And Private Cloud
Metadata And Why It Is
Useful
Steven Armstrong
Who Am I And What Do I Do?
• Steven Armstrong
• Principal Automation
Engineer @Betfair
• I make invisible robots
• Working in configuration
management for 9 years
• DevOps practitioner
• Build continuous
integration and
deployment pipelines
• Automate everything,
always
Security Has Changed…
So Security Processes Need To
Evolve
DevOps Processes Should
Mean..
And Should Make PCI Easier
Current Situation With Some
Security Practitioners
Current Viewpoint Of Some IT
Staff
DevOps And Security
Practitioners Have A
Responsibility To Avoid
We Need To Help Avoid
And Move To This
How Cloud Metadata Can Help
Sort Information
Introducing Ansible To Help
Ansible Inventory File
Provision VMs or Physical
Servers tag with metadata
Ansible Dynamic Inventory
• Python dynamic inventory
file queries underlying
apis to act as a service
discovery tool
• Returns json inventory in
real time of cloud estate
• Filter machines based on
tags
• Carry out particular
operations on servers
using filters
•
•
ansible-playbook
–i openstack.py
–l riemann_qa
playbooks/run_chef.yml
•
All Cloud Providers Have
Metadata And Ansible Dynamic
Inventories
DevOps Use Case: Install
software on boxes
ansible-playbook
–i openstack.py
–l riemann_prod
playbooks/run_chef.yml
•
DevOps Use Case: Roll boxes off
load balancer at a particular version
and new boxes into service
ansible-playbook
–i openstack.py
–l riemann_prod
playbooks/loadbalancer.yml
•
Security Use Case: Assign
Servers To Teams or Owners
ansible-playbook
–i openstack.py
–l production
playbooks/email_owners.yml
•
Security Use Case: Tag Open
Vulnerabilities On Boxes
Security Use Case: Targeted
Patching or Updates Like Shellshock
ansible-playbook
–i openstack.py
–l production
playbooks/ad_hoc_patch.yml
•
Lots More Possibilities
Questions?
LONDON 2015Join the conversation #devseccon
Contact Info: steven.armstrong@betfair.com
Blog: http://www.devarmstrongops.blogspot.co.uk/
tweet: @Steve9Armstrong
!!!Come to our continuous delivery workshop later today
which will show Betfairs deployment pipeline and how
we have integrated security scanning into it!!!

More Related Content

What's hot

Netflix s2e1lightningtalk
Netflix s2e1lightningtalkNetflix s2e1lightningtalk
Netflix s2e1lightningtalk
aspyker
 

What's hot (20)

Session Slides from DEVintersection Europe
Session Slides from DEVintersection EuropeSession Slides from DEVintersection Europe
Session Slides from DEVintersection Europe
 
My session slides from unityConnect 2016 in Haarlem
My session slides from unityConnect 2016 in HaarlemMy session slides from unityConnect 2016 in Haarlem
My session slides from unityConnect 2016 in Haarlem
 
When Our Serverless Team Chooses Containers
When Our Serverless Team Chooses ContainersWhen Our Serverless Team Chooses Containers
When Our Serverless Team Chooses Containers
 
Monitor Azure Kubernetes Cluster With Prometheus by Mamta Jha
Monitor Azure Kubernetes Cluster With Prometheus by Mamta JhaMonitor Azure Kubernetes Cluster With Prometheus by Mamta Jha
Monitor Azure Kubernetes Cluster With Prometheus by Mamta Jha
 
The Future of Enterprise Applications is Serverless
The Future of Enterprise Applications is ServerlessThe Future of Enterprise Applications is Serverless
The Future of Enterprise Applications is Serverless
 
Industrial Light & Magic
Industrial Light & MagicIndustrial Light & Magic
Industrial Light & Magic
 
AWS for web developers
AWS for web developersAWS for web developers
AWS for web developers
 
Session Slides from DEVintersection Europe
Session Slides from DEVintersection EuropeSession Slides from DEVintersection Europe
Session Slides from DEVintersection Europe
 
Netflix s2e1lightningtalk
Netflix s2e1lightningtalkNetflix s2e1lightningtalk
Netflix s2e1lightningtalk
 
Modern application delivery with Consul
Modern application delivery with ConsulModern application delivery with Consul
Modern application delivery with Consul
 
CREATING REAL TIME DASHBOARD WITH BLAZOR, AZURE FUNCTION COSMOS DB AN AZURE S...
CREATING REAL TIME DASHBOARD WITH BLAZOR, AZURE FUNCTION COSMOS DB AN AZURE S...CREATING REAL TIME DASHBOARD WITH BLAZOR, AZURE FUNCTION COSMOS DB AN AZURE S...
CREATING REAL TIME DASHBOARD WITH BLAZOR, AZURE FUNCTION COSMOS DB AN AZURE S...
 
Sustainable software development / Jätkusuutlik tarkvaraarendus
Sustainable software development / Jätkusuutlik tarkvaraarendusSustainable software development / Jätkusuutlik tarkvaraarendus
Sustainable software development / Jätkusuutlik tarkvaraarendus
 
From AIX to Zero-ops by Pierre Baillet
From AIX to Zero-ops by Pierre BailletFrom AIX to Zero-ops by Pierre Baillet
From AIX to Zero-ops by Pierre Baillet
 
Zero Latency: Building a Telemetry Platform on the Elastic Stack
Zero Latency: Building a Telemetry Platform on the Elastic StackZero Latency: Building a Telemetry Platform on the Elastic Stack
Zero Latency: Building a Telemetry Platform on the Elastic Stack
 
Building Cloud-agnostic Serverless APIs
Building Cloud-agnostic Serverless APIsBuilding Cloud-agnostic Serverless APIs
Building Cloud-agnostic Serverless APIs
 
FMEWT17 Getting Satrted FME 2017 (Ken)
FMEWT17 Getting Satrted FME 2017 (Ken)FMEWT17 Getting Satrted FME 2017 (Ken)
FMEWT17 Getting Satrted FME 2017 (Ken)
 
Migrating .NET and .NET Core to Pivotal Cloud Foundry (1/2)
Migrating .NET and .NET Core to Pivotal Cloud Foundry (1/2)Migrating .NET and .NET Core to Pivotal Cloud Foundry (1/2)
Migrating .NET and .NET Core to Pivotal Cloud Foundry (1/2)
 
Keynote TIAD Camp Serverless
Keynote TIAD Camp ServerlessKeynote TIAD Camp Serverless
Keynote TIAD Camp Serverless
 
Leveraging Akamai to Make Your Cloud Transformation Initiatives Successful
Leveraging Akamai to Make Your Cloud Transformation Initiatives SuccessfulLeveraging Akamai to Make Your Cloud Transformation Initiatives Successful
Leveraging Akamai to Make Your Cloud Transformation Initiatives Successful
 
NodeTime Tool Review
NodeTime Tool ReviewNodeTime Tool Review
NodeTime Tool Review
 

Viewers also liked

Public and private cloud metadata and why it is useful
Public and private cloud metadata and why it is usefulPublic and private cloud metadata and why it is useful
Public and private cloud metadata and why it is useful
DevSecCon
 
Stephen Sadowski - Securely automating infrastructure in the cloud
Stephen Sadowski - Securely automating infrastructure in the cloudStephen Sadowski - Securely automating infrastructure in the cloud
Stephen Sadowski - Securely automating infrastructure in the cloud
DevSecCon
 

Viewers also liked (10)

An experiment in agile threat modelling
An experiment in agile threat modellingAn experiment in agile threat modelling
An experiment in agile threat modelling
 
Public and private cloud metadata and why it is useful
Public and private cloud metadata and why it is usefulPublic and private cloud metadata and why it is useful
Public and private cloud metadata and why it is useful
 
Using Excel in project management
Using Excel in project managementUsing Excel in project management
Using Excel in project management
 
DevSecCon Asia 2017: Guillaume Dedrie: A trip through the securitiy of devops...
DevSecCon Asia 2017: Guillaume Dedrie: A trip through the securitiy of devops...DevSecCon Asia 2017: Guillaume Dedrie: A trip through the securitiy of devops...
DevSecCon Asia 2017: Guillaume Dedrie: A trip through the securitiy of devops...
 
Tao of security science
Tao of security scienceTao of security science
Tao of security science
 
Stephen Sadowski - Securely automating infrastructure in the cloud
Stephen Sadowski - Securely automating infrastructure in the cloudStephen Sadowski - Securely automating infrastructure in the cloud
Stephen Sadowski - Securely automating infrastructure in the cloud
 
Alfredo Reino - Monitoring aws and azure
Alfredo Reino - Monitoring aws and azureAlfredo Reino - Monitoring aws and azure
Alfredo Reino - Monitoring aws and azure
 
Simon Bennetts - Automating ZAP
Simon Bennetts - Automating ZAP Simon Bennetts - Automating ZAP
Simon Bennetts - Automating ZAP
 
Renato Rodrigues - Security in the wild
Renato Rodrigues - Security in the wildRenato Rodrigues - Security in the wild
Renato Rodrigues - Security in the wild
 
DevSecCon Asia 2017 - Abhay Bhargav: Building an Application Vulnerability To...
DevSecCon Asia 2017 - Abhay Bhargav: Building an Application Vulnerability To...DevSecCon Asia 2017 - Abhay Bhargav: Building an Application Vulnerability To...
DevSecCon Asia 2017 - Abhay Bhargav: Building an Application Vulnerability To...
 

Similar to Public and private cloud metadata and why it is useful

Similar to Public and private cloud metadata and why it is useful (20)

Automating Security in Cloud Workloads with DevSecOps
Automating Security in Cloud Workloads with DevSecOpsAutomating Security in Cloud Workloads with DevSecOps
Automating Security in Cloud Workloads with DevSecOps
 
Netflix MSA and Pivotal
Netflix MSA and PivotalNetflix MSA and Pivotal
Netflix MSA and Pivotal
 
Five Ways to Fix Your SQL Server Dev-Test Problems
Five Ways to Fix Your SQL Server Dev-Test Problems Five Ways to Fix Your SQL Server Dev-Test Problems
Five Ways to Fix Your SQL Server Dev-Test Problems
 
Getting to Walk with DevOps
Getting to Walk with DevOpsGetting to Walk with DevOps
Getting to Walk with DevOps
 
Back To Basics
Back To BasicsBack To Basics
Back To Basics
 
Getting Started with Serverless Architectures
Getting Started with Serverless ArchitecturesGetting Started with Serverless Architectures
Getting Started with Serverless Architectures
 
Slides: How to Select a PaaS
Slides: How to Select a PaaSSlides: How to Select a PaaS
Slides: How to Select a PaaS
 
Dev ops using Jenkins
Dev ops using JenkinsDev ops using Jenkins
Dev ops using Jenkins
 
Integrating Infrastructure as Code into a Continuous Delivery Pipeline | AWS ...
Integrating Infrastructure as Code into a Continuous Delivery Pipeline | AWS ...Integrating Infrastructure as Code into a Continuous Delivery Pipeline | AWS ...
Integrating Infrastructure as Code into a Continuous Delivery Pipeline | AWS ...
 
Moving to microservices – a technology and organisation transformational journey
Moving to microservices – a technology and organisation transformational journeyMoving to microservices – a technology and organisation transformational journey
Moving to microservices – a technology and organisation transformational journey
 
56k.cloud training
56k.cloud training56k.cloud training
56k.cloud training
 
Enabling your DevOps culture with AWS-webinar
Enabling your DevOps culture with AWS-webinarEnabling your DevOps culture with AWS-webinar
Enabling your DevOps culture with AWS-webinar
 
Machine Learning Platform in LINE Fukuoka
Machine Learning Platform in LINE FukuokaMachine Learning Platform in LINE Fukuoka
Machine Learning Platform in LINE Fukuoka
 
Azure Functions Real World Examples
Azure Functions Real World Examples Azure Functions Real World Examples
Azure Functions Real World Examples
 
Bodywork - GitOps for Machine Learning
Bodywork - GitOps for Machine LearningBodywork - GitOps for Machine Learning
Bodywork - GitOps for Machine Learning
 
Business and IT agility through DevOps and microservice architecture powered ...
Business and IT agility through DevOps and microservice architecture powered ...Business and IT agility through DevOps and microservice architecture powered ...
Business and IT agility through DevOps and microservice architecture powered ...
 
DevOps on AWS
DevOps on AWSDevOps on AWS
DevOps on AWS
 
Neo4j for Cloud Management at Scale
Neo4j for Cloud Management at ScaleNeo4j for Cloud Management at Scale
Neo4j for Cloud Management at Scale
 
Application Delivery Patterns for Developers - Technical 401
Application Delivery Patterns for Developers - Technical 401Application Delivery Patterns for Developers - Technical 401
Application Delivery Patterns for Developers - Technical 401
 
Application Delivery Patterns
Application Delivery PatternsApplication Delivery Patterns
Application Delivery Patterns
 

More from DevSecCon

DevSecCon London 2019: Workshop: Cloud Agnostic Security Testing with Scout S...
DevSecCon London 2019: Workshop: Cloud Agnostic Security Testing with Scout S...DevSecCon London 2019: Workshop: Cloud Agnostic Security Testing with Scout S...
DevSecCon London 2019: Workshop: Cloud Agnostic Security Testing with Scout S...
DevSecCon
 
DevSecCon London 2019: A Kernel of Truth: Intrusion Detection and Attestation...
DevSecCon London 2019: A Kernel of Truth: Intrusion Detection and Attestation...DevSecCon London 2019: A Kernel of Truth: Intrusion Detection and Attestation...
DevSecCon London 2019: A Kernel of Truth: Intrusion Detection and Attestation...
DevSecCon
 
DevSecCon Seattle 2019: Containerizing IT Security Knowledge
DevSecCon Seattle 2019: Containerizing IT Security KnowledgeDevSecCon Seattle 2019: Containerizing IT Security Knowledge
DevSecCon Seattle 2019: Containerizing IT Security Knowledge
DevSecCon
 
DevSecCon Seattle 2019: Decentralized Authorization - Implementing Fine Grain...
DevSecCon Seattle 2019: Decentralized Authorization - Implementing Fine Grain...DevSecCon Seattle 2019: Decentralized Authorization - Implementing Fine Grain...
DevSecCon Seattle 2019: Decentralized Authorization - Implementing Fine Grain...
DevSecCon
 
DevSecCon Singapore 2019: Four years of reflection: How (not) to secure Web A...
DevSecCon Singapore 2019: Four years of reflection: How (not) to secure Web A...DevSecCon Singapore 2019: Four years of reflection: How (not) to secure Web A...
DevSecCon Singapore 2019: Four years of reflection: How (not) to secure Web A...
DevSecCon
 
DevSecCon Singapore 2019: Embracing Security - A changing DevOps landscape
DevSecCon Singapore 2019: Embracing Security - A changing DevOps landscapeDevSecCon Singapore 2019: Embracing Security - A changing DevOps landscape
DevSecCon Singapore 2019: Embracing Security - A changing DevOps landscape
DevSecCon
 
DevSecCon Singapore 2019: An attacker's view of Serverless and GraphQL apps S...
DevSecCon Singapore 2019: An attacker's view of Serverless and GraphQL apps S...DevSecCon Singapore 2019: An attacker's view of Serverless and GraphQL apps S...
DevSecCon Singapore 2019: An attacker's view of Serverless and GraphQL apps S...
DevSecCon
 
DevSecCon London 2018: Is your supply chain your achille's heel
DevSecCon London 2018: Is your supply chain your achille's heelDevSecCon London 2018: Is your supply chain your achille's heel
DevSecCon London 2018: Is your supply chain your achille's heel
DevSecCon
 

More from DevSecCon (20)

DevSecCon London 2019: Workshop: Cloud Agnostic Security Testing with Scout S...
DevSecCon London 2019: Workshop: Cloud Agnostic Security Testing with Scout S...DevSecCon London 2019: Workshop: Cloud Agnostic Security Testing with Scout S...
DevSecCon London 2019: Workshop: Cloud Agnostic Security Testing with Scout S...
 
DevSecCon London 2019: Are Open Source Developers Security’s New Front Line?
DevSecCon London 2019: Are Open Source Developers Security’s New Front Line?DevSecCon London 2019: Are Open Source Developers Security’s New Front Line?
DevSecCon London 2019: Are Open Source Developers Security’s New Front Line?
 
DevSecCon London 2019: How to Secure OpenShift Environments and What Happens ...
DevSecCon London 2019: How to Secure OpenShift Environments and What Happens ...DevSecCon London 2019: How to Secure OpenShift Environments and What Happens ...
DevSecCon London 2019: How to Secure OpenShift Environments and What Happens ...
 
DevSecCon London 2019: A Kernel of Truth: Intrusion Detection and Attestation...
DevSecCon London 2019: A Kernel of Truth: Intrusion Detection and Attestation...DevSecCon London 2019: A Kernel of Truth: Intrusion Detection and Attestation...
DevSecCon London 2019: A Kernel of Truth: Intrusion Detection and Attestation...
 
DevSecCon Seattle 2019: Containerizing IT Security Knowledge
DevSecCon Seattle 2019: Containerizing IT Security KnowledgeDevSecCon Seattle 2019: Containerizing IT Security Knowledge
DevSecCon Seattle 2019: Containerizing IT Security Knowledge
 
DevSecCon Seattle 2019: Decentralized Authorization - Implementing Fine Grain...
DevSecCon Seattle 2019: Decentralized Authorization - Implementing Fine Grain...DevSecCon Seattle 2019: Decentralized Authorization - Implementing Fine Grain...
DevSecCon Seattle 2019: Decentralized Authorization - Implementing Fine Grain...
 
DevSecCon Seattle 2019: Liquid Software as the real solution for the Sec in D...
DevSecCon Seattle 2019: Liquid Software as the real solution for the Sec in D...DevSecCon Seattle 2019: Liquid Software as the real solution for the Sec in D...
DevSecCon Seattle 2019: Liquid Software as the real solution for the Sec in D...
 
DevSecCon Seattle 2019: Fully Automated production deployments with HIPAA/HIT...
DevSecCon Seattle 2019: Fully Automated production deployments with HIPAA/HIT...DevSecCon Seattle 2019: Fully Automated production deployments with HIPAA/HIT...
DevSecCon Seattle 2019: Fully Automated production deployments with HIPAA/HIT...
 
DevSecCon Singapore 2019: Four years of reflection: How (not) to secure Web A...
DevSecCon Singapore 2019: Four years of reflection: How (not) to secure Web A...DevSecCon Singapore 2019: Four years of reflection: How (not) to secure Web A...
DevSecCon Singapore 2019: Four years of reflection: How (not) to secure Web A...
 
DevSecCon Singapore 2019: crypto jacking: An evolving threat for cloud contai...
DevSecCon Singapore 2019: crypto jacking: An evolving threat for cloud contai...DevSecCon Singapore 2019: crypto jacking: An evolving threat for cloud contai...
DevSecCon Singapore 2019: crypto jacking: An evolving threat for cloud contai...
 
DevSecCon Singapore 2019: Can "dev", "sec" and "ops" really coexist in the wi...
DevSecCon Singapore 2019: Can "dev", "sec" and "ops" really coexist in the wi...DevSecCon Singapore 2019: Can "dev", "sec" and "ops" really coexist in the wi...
DevSecCon Singapore 2019: Can "dev", "sec" and "ops" really coexist in the wi...
 
DevSecCon Singapore 2019: Workshop - Burp extension writing workshop
DevSecCon Singapore 2019: Workshop - Burp extension writing workshopDevSecCon Singapore 2019: Workshop - Burp extension writing workshop
DevSecCon Singapore 2019: Workshop - Burp extension writing workshop
 
DevSecCon Singapore 2019: Embracing Security - A changing DevOps landscape
DevSecCon Singapore 2019: Embracing Security - A changing DevOps landscapeDevSecCon Singapore 2019: Embracing Security - A changing DevOps landscape
DevSecCon Singapore 2019: Embracing Security - A changing DevOps landscape
 
DevSecCon Singapore 2019: Web Services aren’t as secure as we think
DevSecCon Singapore 2019: Web Services aren’t as secure as we thinkDevSecCon Singapore 2019: Web Services aren’t as secure as we think
DevSecCon Singapore 2019: Web Services aren’t as secure as we think
 
DevSecCon Singapore 2019: An attacker's view of Serverless and GraphQL apps S...
DevSecCon Singapore 2019: An attacker's view of Serverless and GraphQL apps S...DevSecCon Singapore 2019: An attacker's view of Serverless and GraphQL apps S...
DevSecCon Singapore 2019: An attacker's view of Serverless and GraphQL apps S...
 
DevSecCon Singapore 2019: The journey of digital transformation through DevSe...
DevSecCon Singapore 2019: The journey of digital transformation through DevSe...DevSecCon Singapore 2019: The journey of digital transformation through DevSe...
DevSecCon Singapore 2019: The journey of digital transformation through DevSe...
 
DevSecCon Singapore 2019: Preventative Security for Kubernetes
DevSecCon Singapore 2019: Preventative Security for KubernetesDevSecCon Singapore 2019: Preventative Security for Kubernetes
DevSecCon Singapore 2019: Preventative Security for Kubernetes
 
DevSecCon London 2018: Is your supply chain your achille's heel
DevSecCon London 2018: Is your supply chain your achille's heelDevSecCon London 2018: Is your supply chain your achille's heel
DevSecCon London 2018: Is your supply chain your achille's heel
 
DevSecCon London 2018: Get rid of these TLS certificates
DevSecCon London 2018: Get rid of these TLS certificatesDevSecCon London 2018: Get rid of these TLS certificates
DevSecCon London 2018: Get rid of these TLS certificates
 
DevSecCon London 2018: Open DevSecOps
DevSecCon London 2018: Open DevSecOpsDevSecCon London 2018: Open DevSecOps
DevSecCon London 2018: Open DevSecOps
 

Recently uploaded

Essentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with ParametersEssentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with Parameters
Safe Software
 

Recently uploaded (20)

Optimizing NoSQL Performance Through Observability
Optimizing NoSQL Performance Through ObservabilityOptimizing NoSQL Performance Through Observability
Optimizing NoSQL Performance Through Observability
 
Knowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and backKnowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and back
 
Salesforce Adoption – Metrics, Methods, and Motivation, Antone Kom
Salesforce Adoption – Metrics, Methods, and Motivation, Antone KomSalesforce Adoption – Metrics, Methods, and Motivation, Antone Kom
Salesforce Adoption – Metrics, Methods, and Motivation, Antone Kom
 
Behind the Scenes From the Manager's Chair: Decoding the Secrets of Successfu...
Behind the Scenes From the Manager's Chair: Decoding the Secrets of Successfu...Behind the Scenes From the Manager's Chair: Decoding the Secrets of Successfu...
Behind the Scenes From the Manager's Chair: Decoding the Secrets of Successfu...
 
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
 
Introduction to Open Source RAG and RAG Evaluation
Introduction to Open Source RAG and RAG EvaluationIntroduction to Open Source RAG and RAG Evaluation
Introduction to Open Source RAG and RAG Evaluation
 
Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...
 
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
 
Exploring UiPath Orchestrator API: updates and limits in 2024 🚀
Exploring UiPath Orchestrator API: updates and limits in 2024 🚀Exploring UiPath Orchestrator API: updates and limits in 2024 🚀
Exploring UiPath Orchestrator API: updates and limits in 2024 🚀
 
"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor Turskyi"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor Turskyi
 
Essentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with ParametersEssentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with Parameters
 
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
Measures in SQL (a talk at SF Distributed Systems meetup, 2024-05-22)
 
When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
 
Designing Great Products: The Power of Design and Leadership by Chief Designe...
Designing Great Products: The Power of Design and Leadership by Chief Designe...Designing Great Products: The Power of Design and Leadership by Chief Designe...
Designing Great Products: The Power of Design and Leadership by Chief Designe...
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
 
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptxUnpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx
Unpacking Value Delivery - Agile Oxford Meetup - May 2024.pptx
 
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptxIOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
IOS-PENTESTING-BEGINNERS-PRACTICAL-GUIDE-.pptx
 
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
Unsubscribed: Combat Subscription Fatigue With a Membership Mentality by Head...
 
UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3
 

Public and private cloud metadata and why it is useful