SlideShare una empresa de Scribd logo
1 de 15
Descargar para leer sin conexión
Copyright ©2021 Styra, Inc. | All Rights Reserved
Creators of Open Policy Agent
Microservice Application Authorization
with Open Policy Agent
Tim Hinrichs
CTO, co-founder Styra
co-creator OPA
@tlhinrichs
Copyright ©2021 Styra, Inc. | All Rights Reserved
Monolith to Microservices Present New Challenges
MONOLITH MICROSERVICES
Frontend
Backend
Database
Impact on Security/Compliance/Operations
● 10x APIs Microservices means many internal APIs, which need protection from attack/misuse
● 10x Users Both people and machines are using those APIs and need to be granted access
● 10x Components New services, new teams, and new technology appear routinely
● Few distinct
components,
teams and
technologies
● Infrequent
releases
● Siloed roles
(dev and
ops)
● Many distinct
components,
teams and
technologies
● Automated
build/test/release
● Hybrid roles
(Devops)
Copyright ©2021 Styra, Inc. | All Rights Reserved
Authorization Mitigates Security/Compliance/Operational Concerns
Can Alice see the list of
outgoing payments?
Service A
Service B
Service C
Can service A ask for Alice’s
profile on behalf of Alice?
Can service A ask for Hooli’s outgoing
payments on behalf of Alice?
On every API call, every microservice makes an authorization decision
User
authorization
Service
authorization
Copyright ©2021 Styra, Inc. | All Rights Reserved
Application Authorization: Responsibilities and Use Cases
Roles
Store roles /
policy for
each tenant
DB
Enforce data authz
queries, rows, cols
Store attributes
needed for
authorization (e.g.
resource
ownership)
Gateway
Frontend
Render GUI based
on the user’s
permissions.
Help admins
configure tenant
policy / roles
Enforce
authorization
● east-west
● egress data
Backend
Enforce API
authorization
Copyright ©2021 Styra, Inc. | All Rights Reserved
Architectural Choices (Pick 1 or more)
Benefits
● Availability and Perf
● Control for app dev
Drawbacks
● Repeated work
● Inconsistent policies
● Inconsistent enforcement
● Slow security reviews
● No hot-patching
● Inconsistent logging
MS
Authz
HARDCODED
MS
Authz
MS
Authz
CENTRALIZED SERVICE
MS
Benefits
● No repeated work
● Consistent policies
● Fast security reviews
● Hot-patching
Drawbacks
● Inconsistent enforcement
● Availability and perf
● Modify services
● Dependency on Authz
MS Authz
DISTRIBUTED SERVICE
Benefits
● No repeated work
● Consistent policies
● Fast security reviews
● Hot-patching
● Availability and perf
Drawbacks
● Inconsistent enforcement
● Modify services
● Dependency on
distributed Authz
MS Authz
SERVICE MESH
Benefits
● No repeated work
● Consistent policies
● Fast security reviews
● Hot-patching
● Availability and perf
● Consistent enforcement
● No service modification
Drawbacks
● Deploy mesh
● Dependency on
distributed Authz
MS Authz
MS Authz
Copyright ©2021 Styra, Inc. | All Rights Reserved
Service Mesh with OPA for Authorization
Open Policy Agent
Network Proxy
2. Authz
query
3. Authz
decision
4. Request
5. Response
1. Request
6. Response
Microservice
Copyright ©2021 Styra, Inc. | All Rights Reserved
OPA Policy Examples
# service attributes in header
allow {
input.method == “GET”
input.path == “/pets”
input.header.source == “A”
input.header.dest == “B”
}
# replicated ldap for employees
allow {
some i
data.ldap[input.user].role[i] == “admin”
}
# app calls OPA directly & overloads input
allow {
some i
input.user.role[i] == “manager”
}
A B
DB
A B
# user attributes in authN token
allow {
input.method == “GET”
input.path == “/pets”
input.token.claim == “customer”
}
App
Note: examples simplified for illustration
Service authorization User authorization Context-aware authorization
Copyright ©2021 Styra, Inc. | All Rights Reserved
OPA Applied to Backend Microservices
Can Alice see the list of
outgoing payments?
Service A
Service B
Service C
Can service A ask for Alice’s
profile on behalf of Alice?
Can service A ask for Hooli’s outgoing
payments on behalf of Alice?
On every API call, every microservice makes an authorization decision
Copyright ©2021 Styra, Inc. | All Rights Reserved
OPA Applied to Microservice Authorization
Roles
Store roles /
policy for
each tenant
DB
Enforce data authz
queries, rows, cols
Store attributes
needed for
authorization (e.g.
resource
ownership)
Gateway
Frontend
Render GUI based
on the user’s
permissions.
Help admins
configure tenant
policy / roles
Enforce
authorization
● east-west
● egress data
Backend
Enforce API
authorization
Copyright ©2021 Styra, Inc. | All Rights Reserved
OPA Applied to Cloud-native Policy
Linux
Tekton
Github Actions
CICD
Container Management
Microservices / Apps
Databases
Public Cloud
Servers
Platform
App
CICD Pipeline
1 2 3 4
Gateway
Frontend
Backend
DB
App
Copyright ©2021 Styra, Inc. | All Rights Reserved
Open Policy Agent: General-purpose Policy Engine
Service
OP
A
Policy
(Rego)
Data
(JSON)
Request
Policy
Decision
Policy
Query
Input can be ANY JSON value Output can be ANY JSON value
OPA makes decisions.
Service enforces decisions.
Linux
Copyright ©2021 Styra, Inc. | All Rights Reserved
Open Policy Agent Community
Open Policy Agent (OPA)
Cloud-native policy engine
Contributors: 30+
companies, 150+ devs
Founded by Styra (2016) / Sandbox (2018) / Incubating (2019) / Graduated (2021)
GitHub Stars
5000
Downloads
80M
Slack Users
4000
Sessions at KubeCon US 2019
● Yelp - How Yelp moved security from the app to the
mesh
● Google - Enforcing service mesh structure using OPA
● Goldman Sachs - K8s policy enforcement using OPA at
Goldman Sachs
● Snyk - Applying policy throughout the app lifecycle with
OPA
● Reddit - Kubernetes at Reddit: Tales from Production
● Adobe - What Makes A Good Multi Tenant Kubernetes
Solution
● Giant Swarm - Using OPA for complex CRD Validation
and Defaulting
OPA Summit at KubeCon US 2019
● Capital One - Open Policy Agent for Policy-enabled
Kubernetes and CICD
● Chef - Open Policy Agent in Practice: From Angular to
OPA in Chef Automate
● Pinterest - Open Policy Agent at Scale: How Pinterest
Manages Policy Distribution
● Tripadvisor - Building a Testing Framework for
Integrating Open Policy Agent into Kubernetes
● Atlassian - Deploying Open Policy Agent at Atlassian
Sessions at Virtual KubeCon EU 2020
● AquaSecurity: Handling Container Vulnerabilities with
Open Policy Agent
● ABN AMRO: How ABN AMRO Switched Cloud
Providers Without Anyone Noticing
● Medudoc: Securing Your Healthcare Data with OPA
Other events or public confirmation of using OPA: Bank of New
York Mellon, AWS, Synemedia, Pure Storage, VMware, Netflix,
Daimler, T-Mobile, Salesforce
Vendor-neutral open-source Growing Community Active End-users
Copyright ©2021 Styra, Inc. | All Rights Reserved
Managing Open Policy Agent
Linux
Tekton
Github Actions
CICD
Container Management
Microservices / Apps
Databases
Public Cloud
Servers
OPA Management
● 10s, 100s, 1000s of OPAs
● Integrations management
● Policy lifecycle management
● Team-based governance
● Single pane of glass
Copyright ©2021 Styra, Inc. | All Rights Reserved
Styra DAS: An OPA Management Plane for the Enterprise
Linux
Tekton
Github Actions
CICD
Container Management
Microservices / Apps
Databases
Public Cloud
Servers
Declarative
Authorization
Service
● Curated integrations
● Policy lifecycle management
● Enterprise-grade governance
Copyright ©2021 Styra, Inc. | All Rights Reserved
Creators of Open Policy Agent
Open Policy Agent
openpolicyagent.org
@openpolicyagent
Styra
styra.com
@styrainc
Tim Hinrichs
CTO, co-founder Styra
co-creator OPA
@tlhinrichs

Más contenido relacionado

La actualidad más candente

apidays LIVE Paris 2021 - Evaluate and improve the footprint of digital servi...
apidays LIVE Paris 2021 - Evaluate and improve the footprint of digital servi...apidays LIVE Paris 2021 - Evaluate and improve the footprint of digital servi...
apidays LIVE Paris 2021 - Evaluate and improve the footprint of digital servi...apidays
 
[WSO2Con EU 2018] API-driven Integration with WSO2 at Schneider Electric
[WSO2Con EU 2018] API-driven Integration with WSO2 at Schneider Electric[WSO2Con EU 2018] API-driven Integration with WSO2 at Schneider Electric
[WSO2Con EU 2018] API-driven Integration with WSO2 at Schneider ElectricWSO2
 
Message based microservices architectures driven with docker
Message based microservices architectures driven with dockerMessage based microservices architectures driven with docker
Message based microservices architectures driven with dockerDocker, Inc.
 
apidays LIVE New York 2021 - API Management from a network Engineer's perspec...
apidays LIVE New York 2021 - API Management from a network Engineer's perspec...apidays LIVE New York 2021 - API Management from a network Engineer's perspec...
apidays LIVE New York 2021 - API Management from a network Engineer's perspec...apidays
 
apidays LIVE London 2021 - Application to API Security, drivers to the Shift ...
apidays LIVE London 2021 - Application to API Security, drivers to the Shift ...apidays LIVE London 2021 - Application to API Security, drivers to the Shift ...
apidays LIVE London 2021 - Application to API Security, drivers to the Shift ...apidays
 
apidays LIVE London 2021 - Securing PII at runtime by Rob Dickinson, Resurfac...
apidays LIVE London 2021 - Securing PII at runtime by Rob Dickinson, Resurfac...apidays LIVE London 2021 - Securing PII at runtime by Rob Dickinson, Resurfac...
apidays LIVE London 2021 - Securing PII at runtime by Rob Dickinson, Resurfac...apidays
 
Hardware Lab. Andrew Kokhanovskyi. Kaa introduction
Hardware Lab. Andrew Kokhanovskyi. Kaa introductionHardware Lab. Andrew Kokhanovskyi. Kaa introduction
Hardware Lab. Andrew Kokhanovskyi. Kaa introductionGeeksLab Odessa
 
APIdays Paris 2019 - Zero Downtime in API Management by Waldemar Rosenfeld, A...
APIdays Paris 2019 - Zero Downtime in API Management by Waldemar Rosenfeld, A...APIdays Paris 2019 - Zero Downtime in API Management by Waldemar Rosenfeld, A...
APIdays Paris 2019 - Zero Downtime in API Management by Waldemar Rosenfeld, A...apidays
 
[WSO2Con USA 2018] Integration is Sexy
[WSO2Con USA 2018] Integration is Sexy[WSO2Con USA 2018] Integration is Sexy
[WSO2Con USA 2018] Integration is SexyWSO2
 
API Security Best Practices and Guidelines
API Security Best Practices and GuidelinesAPI Security Best Practices and Guidelines
API Security Best Practices and GuidelinesWSO2
 
The Best of Both Worlds: Introducing WSO2 API Manager 4.0.0 [ANZ]
The Best of Both Worlds: Introducing WSO2 API Manager 4.0.0 [ANZ]The Best of Both Worlds: Introducing WSO2 API Manager 4.0.0 [ANZ]
The Best of Both Worlds: Introducing WSO2 API Manager 4.0.0 [ANZ]WSO2
 
API Days, Paris, January 2018 - Sharing API Economy Observations: Business dr...
API Days, Paris, January 2018 - Sharing API Economy Observations: Business dr...API Days, Paris, January 2018 - Sharing API Economy Observations: Business dr...
API Days, Paris, January 2018 - Sharing API Economy Observations: Business dr...Veronique Wagon
 
[WSO2Con EU 2018] The Hybrid Integration Platform: Can You Be in Business Wit...
[WSO2Con EU 2018] The Hybrid Integration Platform: Can You Be in Business Wit...[WSO2Con EU 2018] The Hybrid Integration Platform: Can You Be in Business Wit...
[WSO2Con EU 2018] The Hybrid Integration Platform: Can You Be in Business Wit...WSO2
 
apidays LIVE Paris 2021 - Addressing OWASP API Security Top 10 by Isabelle Ma...
apidays LIVE Paris 2021 - Addressing OWASP API Security Top 10 by Isabelle Ma...apidays LIVE Paris 2021 - Addressing OWASP API Security Top 10 by Isabelle Ma...
apidays LIVE Paris 2021 - Addressing OWASP API Security Top 10 by Isabelle Ma...apidays
 
Secure Data Sharing in OpenShift Environments
Secure Data Sharing in OpenShift EnvironmentsSecure Data Sharing in OpenShift Environments
Secure Data Sharing in OpenShift EnvironmentsDevOps.com
 
apidays LIVE Hong Kong 2021 - Building AI/ML model API for Digital App by Eas...
apidays LIVE Hong Kong 2021 - Building AI/ML model API for Digital App by Eas...apidays LIVE Hong Kong 2021 - Building AI/ML model API for Digital App by Eas...
apidays LIVE Hong Kong 2021 - Building AI/ML model API for Digital App by Eas...apidays
 
[WSO2Con USA 2018] How to Build an Agile Enterprise
[WSO2Con USA 2018] How to Build an Agile Enterprise[WSO2Con USA 2018] How to Build an Agile Enterprise
[WSO2Con USA 2018] How to Build an Agile EnterpriseWSO2
 
How to Govern Identities and Access in Cloud Infrastructure: AppsFlyer Case S...
How to Govern Identities and Access in Cloud Infrastructure: AppsFlyer Case S...How to Govern Identities and Access in Cloud Infrastructure: AppsFlyer Case S...
How to Govern Identities and Access in Cloud Infrastructure: AppsFlyer Case S...DevOps.com
 
Crossing the low-code and pro-code chasm: a platform approach
Crossing the low-code and pro-code chasm: a platform approachCrossing the low-code and pro-code chasm: a platform approach
Crossing the low-code and pro-code chasm: a platform approachAsanka Abeysinghe
 
How to Manage Microservices and APIs with Apigee and Istio
How to Manage Microservices and APIs with Apigee and IstioHow to Manage Microservices and APIs with Apigee and Istio
How to Manage Microservices and APIs with Apigee and IstioVMware Tanzu
 

La actualidad más candente (20)

apidays LIVE Paris 2021 - Evaluate and improve the footprint of digital servi...
apidays LIVE Paris 2021 - Evaluate and improve the footprint of digital servi...apidays LIVE Paris 2021 - Evaluate and improve the footprint of digital servi...
apidays LIVE Paris 2021 - Evaluate and improve the footprint of digital servi...
 
[WSO2Con EU 2018] API-driven Integration with WSO2 at Schneider Electric
[WSO2Con EU 2018] API-driven Integration with WSO2 at Schneider Electric[WSO2Con EU 2018] API-driven Integration with WSO2 at Schneider Electric
[WSO2Con EU 2018] API-driven Integration with WSO2 at Schneider Electric
 
Message based microservices architectures driven with docker
Message based microservices architectures driven with dockerMessage based microservices architectures driven with docker
Message based microservices architectures driven with docker
 
apidays LIVE New York 2021 - API Management from a network Engineer's perspec...
apidays LIVE New York 2021 - API Management from a network Engineer's perspec...apidays LIVE New York 2021 - API Management from a network Engineer's perspec...
apidays LIVE New York 2021 - API Management from a network Engineer's perspec...
 
apidays LIVE London 2021 - Application to API Security, drivers to the Shift ...
apidays LIVE London 2021 - Application to API Security, drivers to the Shift ...apidays LIVE London 2021 - Application to API Security, drivers to the Shift ...
apidays LIVE London 2021 - Application to API Security, drivers to the Shift ...
 
apidays LIVE London 2021 - Securing PII at runtime by Rob Dickinson, Resurfac...
apidays LIVE London 2021 - Securing PII at runtime by Rob Dickinson, Resurfac...apidays LIVE London 2021 - Securing PII at runtime by Rob Dickinson, Resurfac...
apidays LIVE London 2021 - Securing PII at runtime by Rob Dickinson, Resurfac...
 
Hardware Lab. Andrew Kokhanovskyi. Kaa introduction
Hardware Lab. Andrew Kokhanovskyi. Kaa introductionHardware Lab. Andrew Kokhanovskyi. Kaa introduction
Hardware Lab. Andrew Kokhanovskyi. Kaa introduction
 
APIdays Paris 2019 - Zero Downtime in API Management by Waldemar Rosenfeld, A...
APIdays Paris 2019 - Zero Downtime in API Management by Waldemar Rosenfeld, A...APIdays Paris 2019 - Zero Downtime in API Management by Waldemar Rosenfeld, A...
APIdays Paris 2019 - Zero Downtime in API Management by Waldemar Rosenfeld, A...
 
[WSO2Con USA 2018] Integration is Sexy
[WSO2Con USA 2018] Integration is Sexy[WSO2Con USA 2018] Integration is Sexy
[WSO2Con USA 2018] Integration is Sexy
 
API Security Best Practices and Guidelines
API Security Best Practices and GuidelinesAPI Security Best Practices and Guidelines
API Security Best Practices and Guidelines
 
The Best of Both Worlds: Introducing WSO2 API Manager 4.0.0 [ANZ]
The Best of Both Worlds: Introducing WSO2 API Manager 4.0.0 [ANZ]The Best of Both Worlds: Introducing WSO2 API Manager 4.0.0 [ANZ]
The Best of Both Worlds: Introducing WSO2 API Manager 4.0.0 [ANZ]
 
API Days, Paris, January 2018 - Sharing API Economy Observations: Business dr...
API Days, Paris, January 2018 - Sharing API Economy Observations: Business dr...API Days, Paris, January 2018 - Sharing API Economy Observations: Business dr...
API Days, Paris, January 2018 - Sharing API Economy Observations: Business dr...
 
[WSO2Con EU 2018] The Hybrid Integration Platform: Can You Be in Business Wit...
[WSO2Con EU 2018] The Hybrid Integration Platform: Can You Be in Business Wit...[WSO2Con EU 2018] The Hybrid Integration Platform: Can You Be in Business Wit...
[WSO2Con EU 2018] The Hybrid Integration Platform: Can You Be in Business Wit...
 
apidays LIVE Paris 2021 - Addressing OWASP API Security Top 10 by Isabelle Ma...
apidays LIVE Paris 2021 - Addressing OWASP API Security Top 10 by Isabelle Ma...apidays LIVE Paris 2021 - Addressing OWASP API Security Top 10 by Isabelle Ma...
apidays LIVE Paris 2021 - Addressing OWASP API Security Top 10 by Isabelle Ma...
 
Secure Data Sharing in OpenShift Environments
Secure Data Sharing in OpenShift EnvironmentsSecure Data Sharing in OpenShift Environments
Secure Data Sharing in OpenShift Environments
 
apidays LIVE Hong Kong 2021 - Building AI/ML model API for Digital App by Eas...
apidays LIVE Hong Kong 2021 - Building AI/ML model API for Digital App by Eas...apidays LIVE Hong Kong 2021 - Building AI/ML model API for Digital App by Eas...
apidays LIVE Hong Kong 2021 - Building AI/ML model API for Digital App by Eas...
 
[WSO2Con USA 2018] How to Build an Agile Enterprise
[WSO2Con USA 2018] How to Build an Agile Enterprise[WSO2Con USA 2018] How to Build an Agile Enterprise
[WSO2Con USA 2018] How to Build an Agile Enterprise
 
How to Govern Identities and Access in Cloud Infrastructure: AppsFlyer Case S...
How to Govern Identities and Access in Cloud Infrastructure: AppsFlyer Case S...How to Govern Identities and Access in Cloud Infrastructure: AppsFlyer Case S...
How to Govern Identities and Access in Cloud Infrastructure: AppsFlyer Case S...
 
Crossing the low-code and pro-code chasm: a platform approach
Crossing the low-code and pro-code chasm: a platform approachCrossing the low-code and pro-code chasm: a platform approach
Crossing the low-code and pro-code chasm: a platform approach
 
How to Manage Microservices and APIs with Apigee and Istio
How to Manage Microservices and APIs with Apigee and IstioHow to Manage Microservices and APIs with Apigee and Istio
How to Manage Microservices and APIs with Apigee and Istio
 

Similar a apidays LIVE New York 2021 - Microservice Authorization with Open Policy Agent by Tim Hinrichs, Styra

apidays LIVE New York 2021 - Simplify Open Policy Agent with Styra DAS by Tim...
apidays LIVE New York 2021 - Simplify Open Policy Agent with Styra DAS by Tim...apidays LIVE New York 2021 - Simplify Open Policy Agent with Styra DAS by Tim...
apidays LIVE New York 2021 - Simplify Open Policy Agent with Styra DAS by Tim...apidays
 
Microservices & anypoint service mesh calgary mule soft meetup
Microservices & anypoint service mesh   calgary mule soft meetupMicroservices & anypoint service mesh   calgary mule soft meetup
Microservices & anypoint service mesh calgary mule soft meetupJimmy Attia
 
Choosing a Citrix Monitoring Strategy: Key Capabilities and Pitfalls to Avoid
Choosing a Citrix Monitoring Strategy: Key Capabilities and Pitfalls to AvoidChoosing a Citrix Monitoring Strategy: Key Capabilities and Pitfalls to Avoid
Choosing a Citrix Monitoring Strategy: Key Capabilities and Pitfalls to AvoideG Innovations
 
Baltimore jan2019 mule4
Baltimore jan2019 mule4Baltimore jan2019 mule4
Baltimore jan2019 mule4ManjuKumara GH
 
Accelerating the Software Delivery Pipelinewith Mirantis OpenStack
Accelerating the Software Delivery Pipelinewith Mirantis OpenStackAccelerating the Software Delivery Pipelinewith Mirantis OpenStack
Accelerating the Software Delivery Pipelinewith Mirantis OpenStackBob Sokol
 
WSO2- OSC Korea - Accelerating Digital Businesses with APIs
WSO2- OSC Korea - Accelerating Digital Businesses with APIsWSO2- OSC Korea - Accelerating Digital Businesses with APIs
WSO2- OSC Korea - Accelerating Digital Businesses with APIsWSO2
 
MuleSoft Surat Virtual Meetup#16 - Anypoint Deployment Option, API and Operat...
MuleSoft Surat Virtual Meetup#16 - Anypoint Deployment Option, API and Operat...MuleSoft Surat Virtual Meetup#16 - Anypoint Deployment Option, API and Operat...
MuleSoft Surat Virtual Meetup#16 - Anypoint Deployment Option, API and Operat...Jitendra Bafna
 
Going Beyond the Device Heart Beat
Going Beyond the Device Heart BeatGoing Beyond the Device Heart Beat
Going Beyond the Device Heart BeatBalwinder Kaur
 
A New Approach to Continuous Monitoring in the Cloud: Migrate to AWS with NET...
A New Approach to Continuous Monitoring in the Cloud: Migrate to AWS with NET...A New Approach to Continuous Monitoring in the Cloud: Migrate to AWS with NET...
A New Approach to Continuous Monitoring in the Cloud: Migrate to AWS with NET...Amazon Web Services
 
Managing the Complexity of Microservices Deployments
Managing the Complexity of Microservices DeploymentsManaging the Complexity of Microservices Deployments
Managing the Complexity of Microservices DeploymentsApigee | Google Cloud
 
The impact of IOT - exchange cala - 2015
The impact of IOT - exchange cala - 2015The impact of IOT - exchange cala - 2015
The impact of IOT - exchange cala - 2015Eduardo Pelegri-Llopart
 
Silos Are For Farmers, Not IT
Silos Are For Farmers, Not ITSilos Are For Farmers, Not IT
Silos Are For Farmers, Not ITStonebranch, Inc.
 
Delivering Network Innovation with SDN - Tom Nadeau
Delivering Network Innovation with SDN - Tom Nadeau Delivering Network Innovation with SDN - Tom Nadeau
Delivering Network Innovation with SDN - Tom Nadeau scoopnewsgroup
 
Getting Started with ThousandEyes Proof of Concepts
Getting Started with ThousandEyes Proof of ConceptsGetting Started with ThousandEyes Proof of Concepts
Getting Started with ThousandEyes Proof of ConceptsThousandEyes
 
MuleSoft Meetup Charlotte 2019
MuleSoft Meetup Charlotte  2019MuleSoft Meetup Charlotte  2019
MuleSoft Meetup Charlotte 2019Subhash Patel
 
The New Possible: How Platform-as-a-Service Changes the Game
 The New Possible: How Platform-as-a-Service Changes the Game The New Possible: How Platform-as-a-Service Changes the Game
The New Possible: How Platform-as-a-Service Changes the GameInside Analysis
 
MuleSoft Meetup Singapore March 2019
MuleSoft Meetup Singapore March 2019MuleSoft Meetup Singapore March 2019
MuleSoft Meetup Singapore March 2019Julian Douch
 
Re-Platforming Legacy .Net Applications to PCF Using Modernized Techniques
Re-Platforming Legacy .Net Applications to PCF Using Modernized Techniques Re-Platforming Legacy .Net Applications to PCF Using Modernized Techniques
Re-Platforming Legacy .Net Applications to PCF Using Modernized Techniques VMware Tanzu
 
The Cloud Foundry Story
The Cloud Foundry StoryThe Cloud Foundry Story
The Cloud Foundry StoryVMware Tanzu
 

Similar a apidays LIVE New York 2021 - Microservice Authorization with Open Policy Agent by Tim Hinrichs, Styra (20)

apidays LIVE New York 2021 - Simplify Open Policy Agent with Styra DAS by Tim...
apidays LIVE New York 2021 - Simplify Open Policy Agent with Styra DAS by Tim...apidays LIVE New York 2021 - Simplify Open Policy Agent with Styra DAS by Tim...
apidays LIVE New York 2021 - Simplify Open Policy Agent with Styra DAS by Tim...
 
Why Microservice
Why Microservice Why Microservice
Why Microservice
 
Microservices & anypoint service mesh calgary mule soft meetup
Microservices & anypoint service mesh   calgary mule soft meetupMicroservices & anypoint service mesh   calgary mule soft meetup
Microservices & anypoint service mesh calgary mule soft meetup
 
Choosing a Citrix Monitoring Strategy: Key Capabilities and Pitfalls to Avoid
Choosing a Citrix Monitoring Strategy: Key Capabilities and Pitfalls to AvoidChoosing a Citrix Monitoring Strategy: Key Capabilities and Pitfalls to Avoid
Choosing a Citrix Monitoring Strategy: Key Capabilities and Pitfalls to Avoid
 
Baltimore jan2019 mule4
Baltimore jan2019 mule4Baltimore jan2019 mule4
Baltimore jan2019 mule4
 
Accelerating the Software Delivery Pipelinewith Mirantis OpenStack
Accelerating the Software Delivery Pipelinewith Mirantis OpenStackAccelerating the Software Delivery Pipelinewith Mirantis OpenStack
Accelerating the Software Delivery Pipelinewith Mirantis OpenStack
 
WSO2- OSC Korea - Accelerating Digital Businesses with APIs
WSO2- OSC Korea - Accelerating Digital Businesses with APIsWSO2- OSC Korea - Accelerating Digital Businesses with APIs
WSO2- OSC Korea - Accelerating Digital Businesses with APIs
 
MuleSoft Surat Virtual Meetup#16 - Anypoint Deployment Option, API and Operat...
MuleSoft Surat Virtual Meetup#16 - Anypoint Deployment Option, API and Operat...MuleSoft Surat Virtual Meetup#16 - Anypoint Deployment Option, API and Operat...
MuleSoft Surat Virtual Meetup#16 - Anypoint Deployment Option, API and Operat...
 
Going Beyond the Device Heart Beat
Going Beyond the Device Heart BeatGoing Beyond the Device Heart Beat
Going Beyond the Device Heart Beat
 
A New Approach to Continuous Monitoring in the Cloud: Migrate to AWS with NET...
A New Approach to Continuous Monitoring in the Cloud: Migrate to AWS with NET...A New Approach to Continuous Monitoring in the Cloud: Migrate to AWS with NET...
A New Approach to Continuous Monitoring in the Cloud: Migrate to AWS with NET...
 
Managing the Complexity of Microservices Deployments
Managing the Complexity of Microservices DeploymentsManaging the Complexity of Microservices Deployments
Managing the Complexity of Microservices Deployments
 
The impact of IOT - exchange cala - 2015
The impact of IOT - exchange cala - 2015The impact of IOT - exchange cala - 2015
The impact of IOT - exchange cala - 2015
 
Silos Are For Farmers, Not IT
Silos Are For Farmers, Not ITSilos Are For Farmers, Not IT
Silos Are For Farmers, Not IT
 
Delivering Network Innovation with SDN - Tom Nadeau
Delivering Network Innovation with SDN - Tom Nadeau Delivering Network Innovation with SDN - Tom Nadeau
Delivering Network Innovation with SDN - Tom Nadeau
 
Getting Started with ThousandEyes Proof of Concepts
Getting Started with ThousandEyes Proof of ConceptsGetting Started with ThousandEyes Proof of Concepts
Getting Started with ThousandEyes Proof of Concepts
 
MuleSoft Meetup Charlotte 2019
MuleSoft Meetup Charlotte  2019MuleSoft Meetup Charlotte  2019
MuleSoft Meetup Charlotte 2019
 
The New Possible: How Platform-as-a-Service Changes the Game
 The New Possible: How Platform-as-a-Service Changes the Game The New Possible: How Platform-as-a-Service Changes the Game
The New Possible: How Platform-as-a-Service Changes the Game
 
MuleSoft Meetup Singapore March 2019
MuleSoft Meetup Singapore March 2019MuleSoft Meetup Singapore March 2019
MuleSoft Meetup Singapore March 2019
 
Re-Platforming Legacy .Net Applications to PCF Using Modernized Techniques
Re-Platforming Legacy .Net Applications to PCF Using Modernized Techniques Re-Platforming Legacy .Net Applications to PCF Using Modernized Techniques
Re-Platforming Legacy .Net Applications to PCF Using Modernized Techniques
 
The Cloud Foundry Story
The Cloud Foundry StoryThe Cloud Foundry Story
The Cloud Foundry Story
 

Más de apidays

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobeapidays
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...apidays
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
Apidays New York 2024 - The secrets to Graph success, by Leah Hurwich Adler, ...
Apidays New York 2024 - The secrets to Graph success, by Leah Hurwich Adler, ...Apidays New York 2024 - The secrets to Graph success, by Leah Hurwich Adler, ...
Apidays New York 2024 - The secrets to Graph success, by Leah Hurwich Adler, ...apidays
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...apidays
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...apidays
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...apidays
 
Apidays New York 2024 - API Discovery - From Crawl to Run by Rob Dickinson, G...
Apidays New York 2024 - API Discovery - From Crawl to Run by Rob Dickinson, G...Apidays New York 2024 - API Discovery - From Crawl to Run by Rob Dickinson, G...
Apidays New York 2024 - API Discovery - From Crawl to Run by Rob Dickinson, G...apidays
 
Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...
Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...
Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...apidays
 
Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...
Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...
Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...apidays
 
Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...
Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...
Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...apidays
 
Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...
Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...
Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...apidays
 
Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...
Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...
Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...apidays
 
Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...
Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...
Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...apidays
 
Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...
Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...
Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...apidays
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...
Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...
Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...apidays
 
Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...
Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...
Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...apidays
 
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu SubbuApidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbuapidays
 
Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...
Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...
Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...apidays
 

Más de apidays (20)

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Apidays New York 2024 - The secrets to Graph success, by Leah Hurwich Adler, ...
Apidays New York 2024 - The secrets to Graph success, by Leah Hurwich Adler, ...Apidays New York 2024 - The secrets to Graph success, by Leah Hurwich Adler, ...
Apidays New York 2024 - The secrets to Graph success, by Leah Hurwich Adler, ...
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
 
Apidays New York 2024 - API Discovery - From Crawl to Run by Rob Dickinson, G...
Apidays New York 2024 - API Discovery - From Crawl to Run by Rob Dickinson, G...Apidays New York 2024 - API Discovery - From Crawl to Run by Rob Dickinson, G...
Apidays New York 2024 - API Discovery - From Crawl to Run by Rob Dickinson, G...
 
Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...
Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...
Apidays Singapore 2024 - Building with the Planet in Mind by Sandeep Joshi, M...
 
Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...
Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...
Apidays Singapore 2024 - Connecting Cross Border Commerce with Payments by Gu...
 
Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...
Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...
Apidays Singapore 2024 - Privacy Enhancing Technologies for AI by Mark Choo, ...
 
Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...
Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...
Apidays Singapore 2024 - Blending AI and IoT for Smarter Health by Matthew Ch...
 
Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...
Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...
Apidays Singapore 2024 - OpenTelemetry for API Monitoring by Danielle Kayumbi...
 
Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...
Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...
Apidays Singapore 2024 - Connecting Product and Engineering Teams with Testin...
 
Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...
Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...
Apidays Singapore 2024 - The Growing Carbon Footprint of Digitalization and H...
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...
Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...
Apidays Singapore 2024 - API Monitoring x SRE by Ryan Ashneil and Eugene Wong...
 
Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...
Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...
Apidays Singapore 2024 - A nuanced approach on AI costs and benefits for the ...
 
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu SubbuApidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
Apidays Singapore 2024 - Modernizing Securities Finance by Madhu Subbu
 
Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...
Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...
Apidays Singapore 2024 - How APIs drive business at BNP Paribas by Quy-Doan D...
 

Último

GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdflior mazor
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 

Último (20)

GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 

apidays LIVE New York 2021 - Microservice Authorization with Open Policy Agent by Tim Hinrichs, Styra

  • 1. Copyright ©2021 Styra, Inc. | All Rights Reserved Creators of Open Policy Agent Microservice Application Authorization with Open Policy Agent Tim Hinrichs CTO, co-founder Styra co-creator OPA @tlhinrichs
  • 2. Copyright ©2021 Styra, Inc. | All Rights Reserved Monolith to Microservices Present New Challenges MONOLITH MICROSERVICES Frontend Backend Database Impact on Security/Compliance/Operations ● 10x APIs Microservices means many internal APIs, which need protection from attack/misuse ● 10x Users Both people and machines are using those APIs and need to be granted access ● 10x Components New services, new teams, and new technology appear routinely ● Few distinct components, teams and technologies ● Infrequent releases ● Siloed roles (dev and ops) ● Many distinct components, teams and technologies ● Automated build/test/release ● Hybrid roles (Devops)
  • 3. Copyright ©2021 Styra, Inc. | All Rights Reserved Authorization Mitigates Security/Compliance/Operational Concerns Can Alice see the list of outgoing payments? Service A Service B Service C Can service A ask for Alice’s profile on behalf of Alice? Can service A ask for Hooli’s outgoing payments on behalf of Alice? On every API call, every microservice makes an authorization decision User authorization Service authorization
  • 4. Copyright ©2021 Styra, Inc. | All Rights Reserved Application Authorization: Responsibilities and Use Cases Roles Store roles / policy for each tenant DB Enforce data authz queries, rows, cols Store attributes needed for authorization (e.g. resource ownership) Gateway Frontend Render GUI based on the user’s permissions. Help admins configure tenant policy / roles Enforce authorization ● east-west ● egress data Backend Enforce API authorization
  • 5. Copyright ©2021 Styra, Inc. | All Rights Reserved Architectural Choices (Pick 1 or more) Benefits ● Availability and Perf ● Control for app dev Drawbacks ● Repeated work ● Inconsistent policies ● Inconsistent enforcement ● Slow security reviews ● No hot-patching ● Inconsistent logging MS Authz HARDCODED MS Authz MS Authz CENTRALIZED SERVICE MS Benefits ● No repeated work ● Consistent policies ● Fast security reviews ● Hot-patching Drawbacks ● Inconsistent enforcement ● Availability and perf ● Modify services ● Dependency on Authz MS Authz DISTRIBUTED SERVICE Benefits ● No repeated work ● Consistent policies ● Fast security reviews ● Hot-patching ● Availability and perf Drawbacks ● Inconsistent enforcement ● Modify services ● Dependency on distributed Authz MS Authz SERVICE MESH Benefits ● No repeated work ● Consistent policies ● Fast security reviews ● Hot-patching ● Availability and perf ● Consistent enforcement ● No service modification Drawbacks ● Deploy mesh ● Dependency on distributed Authz MS Authz MS Authz
  • 6. Copyright ©2021 Styra, Inc. | All Rights Reserved Service Mesh with OPA for Authorization Open Policy Agent Network Proxy 2. Authz query 3. Authz decision 4. Request 5. Response 1. Request 6. Response Microservice
  • 7. Copyright ©2021 Styra, Inc. | All Rights Reserved OPA Policy Examples # service attributes in header allow { input.method == “GET” input.path == “/pets” input.header.source == “A” input.header.dest == “B” } # replicated ldap for employees allow { some i data.ldap[input.user].role[i] == “admin” } # app calls OPA directly & overloads input allow { some i input.user.role[i] == “manager” } A B DB A B # user attributes in authN token allow { input.method == “GET” input.path == “/pets” input.token.claim == “customer” } App Note: examples simplified for illustration Service authorization User authorization Context-aware authorization
  • 8. Copyright ©2021 Styra, Inc. | All Rights Reserved OPA Applied to Backend Microservices Can Alice see the list of outgoing payments? Service A Service B Service C Can service A ask for Alice’s profile on behalf of Alice? Can service A ask for Hooli’s outgoing payments on behalf of Alice? On every API call, every microservice makes an authorization decision
  • 9. Copyright ©2021 Styra, Inc. | All Rights Reserved OPA Applied to Microservice Authorization Roles Store roles / policy for each tenant DB Enforce data authz queries, rows, cols Store attributes needed for authorization (e.g. resource ownership) Gateway Frontend Render GUI based on the user’s permissions. Help admins configure tenant policy / roles Enforce authorization ● east-west ● egress data Backend Enforce API authorization
  • 10. Copyright ©2021 Styra, Inc. | All Rights Reserved OPA Applied to Cloud-native Policy Linux Tekton Github Actions CICD Container Management Microservices / Apps Databases Public Cloud Servers Platform App CICD Pipeline 1 2 3 4 Gateway Frontend Backend DB App
  • 11. Copyright ©2021 Styra, Inc. | All Rights Reserved Open Policy Agent: General-purpose Policy Engine Service OP A Policy (Rego) Data (JSON) Request Policy Decision Policy Query Input can be ANY JSON value Output can be ANY JSON value OPA makes decisions. Service enforces decisions. Linux
  • 12. Copyright ©2021 Styra, Inc. | All Rights Reserved Open Policy Agent Community Open Policy Agent (OPA) Cloud-native policy engine Contributors: 30+ companies, 150+ devs Founded by Styra (2016) / Sandbox (2018) / Incubating (2019) / Graduated (2021) GitHub Stars 5000 Downloads 80M Slack Users 4000 Sessions at KubeCon US 2019 ● Yelp - How Yelp moved security from the app to the mesh ● Google - Enforcing service mesh structure using OPA ● Goldman Sachs - K8s policy enforcement using OPA at Goldman Sachs ● Snyk - Applying policy throughout the app lifecycle with OPA ● Reddit - Kubernetes at Reddit: Tales from Production ● Adobe - What Makes A Good Multi Tenant Kubernetes Solution ● Giant Swarm - Using OPA for complex CRD Validation and Defaulting OPA Summit at KubeCon US 2019 ● Capital One - Open Policy Agent for Policy-enabled Kubernetes and CICD ● Chef - Open Policy Agent in Practice: From Angular to OPA in Chef Automate ● Pinterest - Open Policy Agent at Scale: How Pinterest Manages Policy Distribution ● Tripadvisor - Building a Testing Framework for Integrating Open Policy Agent into Kubernetes ● Atlassian - Deploying Open Policy Agent at Atlassian Sessions at Virtual KubeCon EU 2020 ● AquaSecurity: Handling Container Vulnerabilities with Open Policy Agent ● ABN AMRO: How ABN AMRO Switched Cloud Providers Without Anyone Noticing ● Medudoc: Securing Your Healthcare Data with OPA Other events or public confirmation of using OPA: Bank of New York Mellon, AWS, Synemedia, Pure Storage, VMware, Netflix, Daimler, T-Mobile, Salesforce Vendor-neutral open-source Growing Community Active End-users
  • 13. Copyright ©2021 Styra, Inc. | All Rights Reserved Managing Open Policy Agent Linux Tekton Github Actions CICD Container Management Microservices / Apps Databases Public Cloud Servers OPA Management ● 10s, 100s, 1000s of OPAs ● Integrations management ● Policy lifecycle management ● Team-based governance ● Single pane of glass
  • 14. Copyright ©2021 Styra, Inc. | All Rights Reserved Styra DAS: An OPA Management Plane for the Enterprise Linux Tekton Github Actions CICD Container Management Microservices / Apps Databases Public Cloud Servers Declarative Authorization Service ● Curated integrations ● Policy lifecycle management ● Enterprise-grade governance
  • 15. Copyright ©2021 Styra, Inc. | All Rights Reserved Creators of Open Policy Agent Open Policy Agent openpolicyagent.org @openpolicyagent Styra styra.com @styrainc Tim Hinrichs CTO, co-founder Styra co-creator OPA @tlhinrichs