SlideShare a Scribd company logo
1 of 51
Download to read offline
Continuous Kernel
Integration
Major Hayden
@majorhayden
June 1, 2019 - Texas Linux Fest
Photo: David Mark
Major Hayden
Principal Software Engineer, Red Hat
major@redhat.com
🤖 Kernel testing automator (CKI Project)
😺 Maintainer of icanhazip.com
📻 Ham radio operator (W5WUT)
🤦‍♂ Hoarder of domain names
It all started with a hunt for
a new challenge.
Photo: NASA
JOB INTERVIEW:
“So we want you to help us
do CI for the Linux kernel.”
Photo: NASA
The team was moving quickly
and I had a lot to learn.
Photo: NASA
As it turns out,
the Linux kernel is complicated.
This creates lots of challenges.
CHALLENGE:
It moves really quickly.
≈ 14,000 changesets per release
from over 1,700 different developers
≈ 150-300 are first time contributors
Source: LWN
kubernetes, a very active project,
has 45,264 changesets since 2014
(that’s equivalent to about three Linux kernel releases)
Source: Stackalytics Photo: CNCF
From 5.0 to 5.1:
545,000 lines added
289,000 lines removed
(net growth ≈ 256K lines)
Source: LWN
CHALLENGE:
The kernel development
process is complex.
Source: LWN
“If it’s not on the mailing list,
then it didn’t happen.”
Source: LWN
CHALLENGE:
Merging a patchset
into the kernel is not the same
as a simple pull request.
Lifecycle of a
kernel patch
2018-02-23: Submitted a patch for usb-serial
2018-02-26: Merged by subsystem maintainer
2018-02-28: Added to linux-next
2018-04-08: Released in stable 4.16.1 and 4.14.33
2018-06-03: Released in mainline 4.17
2018-10-21: Released in stable 3.16.60
9608e5c0f079 USB: serial: ftdi_sio: add RT Systems VX-8 cable
Linux
does a
lot of
stuff
that is
difficult
to test
Photo: Wikipedia
When I talk about doing CI for the Linux kernel:
“Should we really be doing that?”
Source: LWN
Much more of the work involves
winning over hearts and minds
rather than writing good code.
Source: LWN
Initial reaction:
Source: LWN
After thinking it over for a little while:
Source: LWN
OUR MISSION STATEMENT:
Find bugs before they are
merged and prevent
them from being merged.
INITIAL GOALS:
1. Verify patchset merges cleanly
2. Ensure the kernel compiles
3. Boot the kernel and run LTP
4. Send a report to people who care
Photo: pxhereLTP = Linux Test Project
🐣
SUBSYSTEM*
🔥
LINUX-NEXT
🐧
MAINLINE
🐿
STABLE
🎉
RHEL KERNEL
Simplified Kernel patch flow
* There may be multiple layers of subsystem trees in some areas of the kernel, especially networking.
🤔
DEVELOPER
🐣
SUBSYSTEM*
🔥
LINUX-NEXT
🐧
MAINLINE
🐿
STABLE
🎉
RHEL KERNEL
Where we are now
* There may be multiple layers of subsystem trees in some areas of the kernel, especially networking.
🤔
DEVELOPER
🛃
🛃
🛃
🐣
SUBSYSTEM*
🔥
LINUX-NEXT
🐧
MAINLINE
🐿
STABLE
🎉
RHEL KERNEL
Where we want to be
* There may be multiple layers of subsystem trees in some areas of the kernel, especially networking.
🤔
DEVELOPER
🛃
🛃
🛃
🛃
Time to talk infrastructure
FIRST ITERATION:
Jenkins pipeline on a single server
Lots of CPU contention from kernel compiles (24 CPUs)
We used the same gcc/glibc toolchain for everything
Jenkins upgrades were often problematic
Constantly reverting plugin upgrades
SECOND ITERATION:
Jenkins pipeline with OpenShift
Much easier to scale kernel compiles (128 CPUs)
Each container had the right compiler toolchains for its compile job
Jenkins upgrades and plugin upgrades were still rough
Worker containers needed lots of extra Java components to talk to Jenkins
THIRD ITERATION:
Self-hosted GitLab with OpenShift
Tightly integrated repositories and CI with easy, controlled scaling
GitLab runner containers could be stripped down to basic components
We added integration testing for the pipeline code itself
Easy runner migration to other OpenShift/Kubernetes deployments
Access to 768 CPUs
We start testing kernels when
certain events occur:
PIPELINE TRIGGER KERNEL REPO
Baseline tests
Checkout the current HEAD of the kernel tree and
trigger GitLab pipelines to compile the kernel and run tests.
PIPELINE TRIGGER PATCHWORK
Patchset tests
Check for new patches in Patchwork
and start testing pipelines in GitLab
PIPELINE TRIGGER
STABLE
PATCH QUEUE
Stable patch queue tests
Check for new patches the stable kernel patch queue
and start testing pipelines in GitLab
Kernel test pipeline
MERGE
COMPILE
(MULTI-ARCH)
NATIVE ARCH
BOOT/TESTING
LINT
(INTERNAL)
REPORTING
🤔
MAILING LIST
GITLAB RUNNER
Native architecture testing
Kernels are booted on their native architecture using Beaker
Beaker manages the pool of machines, runs tests, and provides results
44 kernel subsystem tests are open source (more are coming!)
We test a few different architectures...
Photo: Jonathan Cutrer
Photo: Wikipedia
aarch64
ppc64 and ppc64le
(IBM POWER)
Photo: common.org
s390x
(IBM Z)
Photo: Wikipedia
x86_64
Photo: Wikipedia
CKI Statistics
Over 100K
individual tests per month
Over 11K
GitLab pipelines run
Under 6 minutes
to compile a kernel
for 4 architectures
Under 2 hours
between patch proposal
and feedback sent (stable)
The best part is that we are not
alone in this endeavor.
Upstream
involvement in
automated
kernel testing
is growing
0day (Intel)
CKI Project (Red Hat)
Fuego (Sony)
kernelci.org (Linux Foundation)
Linaro
Patchwork
syzkaller/syzbot (Google)
Yocto project (Linux Foundation)
How can I help?
Read our blog:
https://cki-project.org/
Contribute to our tests!
https://github.com/cki-project
https://gitlab.com/cki-project
Join us at the kernel CI
hackfest in Lisbon, Portugal
after Linux Plumbers 2019!
Photo: Wikipedia
So what’s with this
background?
It’s a photo from the
Curiosity Rover on Mars.
It’s a photo from the
Curiosity Rover on Mars.
EARTH
It’s also a metaphor for
how much work still
remains to be done with
kernel testing.
HOW MUCH
WE’VE DONE
SO FAR
Thank you!
Major Hayden
@majorhayden
June 1, 2019 - Texas Linux Fest
Photo: David Mark

More Related Content

What's hot

Browser Testing with Docker - Craig Huber
Browser Testing with Docker - Craig HuberBrowser Testing with Docker - Craig Huber
Browser Testing with Docker - Craig HuberDocker, Inc.
 
What’s New in Docker - Victor Vieux, Docker
What’s New in Docker - Victor Vieux, DockerWhat’s New in Docker - Victor Vieux, Docker
What’s New in Docker - Victor Vieux, DockerDocker, Inc.
 
Container Orchestration Integration: OpenStack Kuryr & Apache Mesos
Container Orchestration Integration: OpenStack Kuryr & Apache MesosContainer Orchestration Integration: OpenStack Kuryr & Apache Mesos
Container Orchestration Integration: OpenStack Kuryr & Apache MesosMidoNet
 
What is OpenStack DefCore, Altanta Conference
What is OpenStack DefCore, Altanta ConferenceWhat is OpenStack DefCore, Altanta Conference
What is OpenStack DefCore, Altanta Conferencerhirschfeld
 
KubeCon EU 2016: Killing containers to make weather beautiful
KubeCon EU 2016: Killing containers to make weather beautifulKubeCon EU 2016: Killing containers to make weather beautiful
KubeCon EU 2016: Killing containers to make weather beautifulKubeAcademy
 
How to Monitor Microservices
How to Monitor MicroservicesHow to Monitor Microservices
How to Monitor MicroservicesSysdig
 
It's 2018. Are My Containers Secure Yet!?
It's 2018. Are My Containers Secure Yet!?It's 2018. Are My Containers Secure Yet!?
It's 2018. Are My Containers Secure Yet!?Phil Estes
 
Orchestrating Microservices with Kubernetes
Orchestrating Microservices with Kubernetes Orchestrating Microservices with Kubernetes
Orchestrating Microservices with Kubernetes Weaveworks
 
Docker Engine Evolution: From Monolith to Discrete Components
Docker Engine Evolution: From Monolith to Discrete ComponentsDocker Engine Evolution: From Monolith to Discrete Components
Docker Engine Evolution: From Monolith to Discrete ComponentsPhil Estes
 
Continuous Delivery the Hard Way with Kubernetes
Continuous Delivery the Hard Way with Kubernetes Continuous Delivery the Hard Way with Kubernetes
Continuous Delivery the Hard Way with Kubernetes Weaveworks
 
Kubernetes Networking
Kubernetes NetworkingKubernetes Networking
Kubernetes NetworkingCJ Cullen
 
CRI Runtimes Deep-Dive: Who's Running My Pod!?
CRI Runtimes Deep-Dive: Who's Running My Pod!?CRI Runtimes Deep-Dive: Who's Running My Pod!?
CRI Runtimes Deep-Dive: Who's Running My Pod!?Phil Estes
 
Kernel Recipes 2016 - The kernel report
Kernel Recipes 2016 - The kernel reportKernel Recipes 2016 - The kernel report
Kernel Recipes 2016 - The kernel reportAnne Nicolas
 
SMART Cloud - K8s in produzione - best practices
SMART Cloud - K8s in produzione - best practices SMART Cloud - K8s in produzione - best practices
SMART Cloud - K8s in produzione - best practices SerenaSensini1
 
Openshift + Openstack + Fedora = Awesome
Openshift + Openstack + Fedora = AwesomeOpenshift + Openstack + Fedora = Awesome
Openshift + Openstack + Fedora = AwesomeMark Atwood
 
Whose Job Is It Anyway? Kubernetes, CRI, & Container Runtimes
Whose Job Is It Anyway? Kubernetes, CRI, & Container RuntimesWhose Job Is It Anyway? Kubernetes, CRI, & Container Runtimes
Whose Job Is It Anyway? Kubernetes, CRI, & Container RuntimesPhil Estes
 
Introduction to CRI and OCI
Introduction to CRI and OCIIntroduction to CRI and OCI
Introduction to CRI and OCIHungWei Chiu
 
What's really the difference between a VM and a Container?
What's really the difference between a VM and a Container?What's really the difference between a VM and a Container?
What's really the difference between a VM and a Container?Adrian Otto
 
Tugbot - Testing Framework for Docker Containers
Tugbot - Testing Framework for Docker ContainersTugbot - Testing Framework for Docker Containers
Tugbot - Testing Framework for Docker ContainersNeil Gehani
 
Techtalks: taking docker to production
Techtalks: taking docker to productionTechtalks: taking docker to production
Techtalks: taking docker to productionmuayyad alsadi
 

What's hot (20)

Browser Testing with Docker - Craig Huber
Browser Testing with Docker - Craig HuberBrowser Testing with Docker - Craig Huber
Browser Testing with Docker - Craig Huber
 
What’s New in Docker - Victor Vieux, Docker
What’s New in Docker - Victor Vieux, DockerWhat’s New in Docker - Victor Vieux, Docker
What’s New in Docker - Victor Vieux, Docker
 
Container Orchestration Integration: OpenStack Kuryr & Apache Mesos
Container Orchestration Integration: OpenStack Kuryr & Apache MesosContainer Orchestration Integration: OpenStack Kuryr & Apache Mesos
Container Orchestration Integration: OpenStack Kuryr & Apache Mesos
 
What is OpenStack DefCore, Altanta Conference
What is OpenStack DefCore, Altanta ConferenceWhat is OpenStack DefCore, Altanta Conference
What is OpenStack DefCore, Altanta Conference
 
KubeCon EU 2016: Killing containers to make weather beautiful
KubeCon EU 2016: Killing containers to make weather beautifulKubeCon EU 2016: Killing containers to make weather beautiful
KubeCon EU 2016: Killing containers to make weather beautiful
 
How to Monitor Microservices
How to Monitor MicroservicesHow to Monitor Microservices
How to Monitor Microservices
 
It's 2018. Are My Containers Secure Yet!?
It's 2018. Are My Containers Secure Yet!?It's 2018. Are My Containers Secure Yet!?
It's 2018. Are My Containers Secure Yet!?
 
Orchestrating Microservices with Kubernetes
Orchestrating Microservices with Kubernetes Orchestrating Microservices with Kubernetes
Orchestrating Microservices with Kubernetes
 
Docker Engine Evolution: From Monolith to Discrete Components
Docker Engine Evolution: From Monolith to Discrete ComponentsDocker Engine Evolution: From Monolith to Discrete Components
Docker Engine Evolution: From Monolith to Discrete Components
 
Continuous Delivery the Hard Way with Kubernetes
Continuous Delivery the Hard Way with Kubernetes Continuous Delivery the Hard Way with Kubernetes
Continuous Delivery the Hard Way with Kubernetes
 
Kubernetes Networking
Kubernetes NetworkingKubernetes Networking
Kubernetes Networking
 
CRI Runtimes Deep-Dive: Who's Running My Pod!?
CRI Runtimes Deep-Dive: Who's Running My Pod!?CRI Runtimes Deep-Dive: Who's Running My Pod!?
CRI Runtimes Deep-Dive: Who's Running My Pod!?
 
Kernel Recipes 2016 - The kernel report
Kernel Recipes 2016 - The kernel reportKernel Recipes 2016 - The kernel report
Kernel Recipes 2016 - The kernel report
 
SMART Cloud - K8s in produzione - best practices
SMART Cloud - K8s in produzione - best practices SMART Cloud - K8s in produzione - best practices
SMART Cloud - K8s in produzione - best practices
 
Openshift + Openstack + Fedora = Awesome
Openshift + Openstack + Fedora = AwesomeOpenshift + Openstack + Fedora = Awesome
Openshift + Openstack + Fedora = Awesome
 
Whose Job Is It Anyway? Kubernetes, CRI, & Container Runtimes
Whose Job Is It Anyway? Kubernetes, CRI, & Container RuntimesWhose Job Is It Anyway? Kubernetes, CRI, & Container Runtimes
Whose Job Is It Anyway? Kubernetes, CRI, & Container Runtimes
 
Introduction to CRI and OCI
Introduction to CRI and OCIIntroduction to CRI and OCI
Introduction to CRI and OCI
 
What's really the difference between a VM and a Container?
What's really the difference between a VM and a Container?What's really the difference between a VM and a Container?
What's really the difference between a VM and a Container?
 
Tugbot - Testing Framework for Docker Containers
Tugbot - Testing Framework for Docker ContainersTugbot - Testing Framework for Docker Containers
Tugbot - Testing Framework for Docker Containers
 
Techtalks: taking docker to production
Techtalks: taking docker to productionTechtalks: taking docker to production
Techtalks: taking docker to production
 

Similar to Continuous Kernel Integration

Sanger OpenStack presentation March 2017
Sanger OpenStack presentation March 2017Sanger OpenStack presentation March 2017
Sanger OpenStack presentation March 2017Dave Holland
 
Cookies for kernel developers
Cookies for kernel developersCookies for kernel developers
Cookies for kernel developersMajor Hayden
 
Linux Kernel - Let's Contribute!
Linux Kernel - Let's Contribute!Linux Kernel - Let's Contribute!
Linux Kernel - Let's Contribute!Levente Kurusa
 
eBPF — Divulging The Hidden Super Power.pdf
eBPF — Divulging The Hidden Super Power.pdfeBPF — Divulging The Hidden Super Power.pdf
eBPF — Divulging The Hidden Super Power.pdfSGBSeo
 
Creating an effective developer experience on Kubernetes
Creating an effective developer experience on KubernetesCreating an effective developer experience on Kubernetes
Creating an effective developer experience on KubernetesLenses.io
 
Containerize! Between Docker and Jube.
Containerize! Between Docker and Jube.Containerize! Between Docker and Jube.
Containerize! Between Docker and Jube.Henryk Konsek
 
PaaSTA: Running applications at Yelp
PaaSTA: Running applications at YelpPaaSTA: Running applications at Yelp
PaaSTA: Running applications at YelpNathan Handler
 
CRIU: are we there yet?
CRIU: are we there yet?CRIU: are we there yet?
CRIU: are we there yet?OpenVZ
 
Stateless Hypervisors at Scale
Stateless Hypervisors at ScaleStateless Hypervisors at Scale
Stateless Hypervisors at ScaleAntony Messerl
 
CAPS: What's best for deploying and managing OpenStack? Chef vs. Ansible vs. ...
CAPS: What's best for deploying and managing OpenStack? Chef vs. Ansible vs. ...CAPS: What's best for deploying and managing OpenStack? Chef vs. Ansible vs. ...
CAPS: What's best for deploying and managing OpenStack? Chef vs. Ansible vs. ...Animesh Singh
 
CAPS: What's best for deploying and managing OpenStack? Chef vs. Ansible vs. ...
CAPS: What's best for deploying and managing OpenStack? Chef vs. Ansible vs. ...CAPS: What's best for deploying and managing OpenStack? Chef vs. Ansible vs. ...
CAPS: What's best for deploying and managing OpenStack? Chef vs. Ansible vs. ...Daniel Krook
 
Introduction of private cloud in LINE - OpenStack最新情報セミナー(2019年2月)
Introduction of private cloud in LINE - OpenStack最新情報セミナー(2019年2月)Introduction of private cloud in LINE - OpenStack最新情報セミナー(2019年2月)
Introduction of private cloud in LINE - OpenStack最新情報セミナー(2019年2月)VirtualTech Japan Inc.
 
Openstack - An introduction/Installation - Presented at Dr Dobb's conference...
 Openstack - An introduction/Installation - Presented at Dr Dobb's conference... Openstack - An introduction/Installation - Presented at Dr Dobb's conference...
Openstack - An introduction/Installation - Presented at Dr Dobb's conference...Rahul Krishna Upadhyaya
 
Handling Kernel Upgrades at Scale - The Dirty Cow Story
Handling Kernel Upgrades at Scale - The Dirty Cow StoryHandling Kernel Upgrades at Scale - The Dirty Cow Story
Handling Kernel Upgrades at Scale - The Dirty Cow StoryDataWorks Summit
 
Sanger, upcoming Openstack for Bio-informaticians
Sanger, upcoming Openstack for Bio-informaticiansSanger, upcoming Openstack for Bio-informaticians
Sanger, upcoming Openstack for Bio-informaticiansPeter Clapham
 

Similar to Continuous Kernel Integration (20)

kci-linuxcon
kci-linuxconkci-linuxcon
kci-linuxcon
 
Sanger OpenStack presentation March 2017
Sanger OpenStack presentation March 2017Sanger OpenStack presentation March 2017
Sanger OpenStack presentation March 2017
 
Neutron CI Run on Docker
Neutron CI Run on DockerNeutron CI Run on Docker
Neutron CI Run on Docker
 
Cookies for kernel developers
Cookies for kernel developersCookies for kernel developers
Cookies for kernel developers
 
Linux Kernel - Let's Contribute!
Linux Kernel - Let's Contribute!Linux Kernel - Let's Contribute!
Linux Kernel - Let's Contribute!
 
Recompile
RecompileRecompile
Recompile
 
eBPF — Divulging The Hidden Super Power.pdf
eBPF — Divulging The Hidden Super Power.pdfeBPF — Divulging The Hidden Super Power.pdf
eBPF — Divulging The Hidden Super Power.pdf
 
Again music
Again musicAgain music
Again music
 
Creating an effective developer experience on Kubernetes
Creating an effective developer experience on KubernetesCreating an effective developer experience on Kubernetes
Creating an effective developer experience on Kubernetes
 
Containerize! Between Docker and Jube.
Containerize! Between Docker and Jube.Containerize! Between Docker and Jube.
Containerize! Between Docker and Jube.
 
PaaSTA: Running applications at Yelp
PaaSTA: Running applications at YelpPaaSTA: Running applications at Yelp
PaaSTA: Running applications at Yelp
 
CRIU: are we there yet?
CRIU: are we there yet?CRIU: are we there yet?
CRIU: are we there yet?
 
Stateless Hypervisors at Scale
Stateless Hypervisors at ScaleStateless Hypervisors at Scale
Stateless Hypervisors at Scale
 
CAPS: What's best for deploying and managing OpenStack? Chef vs. Ansible vs. ...
CAPS: What's best for deploying and managing OpenStack? Chef vs. Ansible vs. ...CAPS: What's best for deploying and managing OpenStack? Chef vs. Ansible vs. ...
CAPS: What's best for deploying and managing OpenStack? Chef vs. Ansible vs. ...
 
CAPS: What's best for deploying and managing OpenStack? Chef vs. Ansible vs. ...
CAPS: What's best for deploying and managing OpenStack? Chef vs. Ansible vs. ...CAPS: What's best for deploying and managing OpenStack? Chef vs. Ansible vs. ...
CAPS: What's best for deploying and managing OpenStack? Chef vs. Ansible vs. ...
 
Introduction of private cloud in LINE - OpenStack最新情報セミナー(2019年2月)
Introduction of private cloud in LINE - OpenStack最新情報セミナー(2019年2月)Introduction of private cloud in LINE - OpenStack最新情報セミナー(2019年2月)
Introduction of private cloud in LINE - OpenStack最新情報セミナー(2019年2月)
 
Openstack - An introduction/Installation - Presented at Dr Dobb's conference...
 Openstack - An introduction/Installation - Presented at Dr Dobb's conference... Openstack - An introduction/Installation - Presented at Dr Dobb's conference...
Openstack - An introduction/Installation - Presented at Dr Dobb's conference...
 
Handling Kernel Upgrades at Scale - The Dirty Cow Story
Handling Kernel Upgrades at Scale - The Dirty Cow StoryHandling Kernel Upgrades at Scale - The Dirty Cow Story
Handling Kernel Upgrades at Scale - The Dirty Cow Story
 
Container Security
Container SecurityContainer Security
Container Security
 
Sanger, upcoming Openstack for Bio-informaticians
Sanger, upcoming Openstack for Bio-informaticiansSanger, upcoming Openstack for Bio-informaticians
Sanger, upcoming Openstack for Bio-informaticians
 

More from Major Hayden

I was too burned out to name this talk
I was too burned out to name this talkI was too burned out to name this talk
I was too burned out to name this talkMajor Hayden
 
Deploying Kubernetes without scaring off your security team - KubeCon 2017
Deploying Kubernetes without scaring off your security team - KubeCon 2017Deploying Kubernetes without scaring off your security team - KubeCon 2017
Deploying Kubernetes without scaring off your security team - KubeCon 2017Major Hayden
 
Securing OpenStack and Beyond with Ansible
Securing OpenStack and Beyond with AnsibleSecuring OpenStack and Beyond with Ansible
Securing OpenStack and Beyond with AnsibleMajor Hayden
 
Grow your community: Inspire an Impostor
Grow your community: Inspire an ImpostorGrow your community: Inspire an Impostor
Grow your community: Inspire an ImpostorMajor Hayden
 
Holistic Security for OpenStack Clouds
Holistic Security for OpenStack CloudsHolistic Security for OpenStack Clouds
Holistic Security for OpenStack CloudsMajor Hayden
 
When flexibility met simplicity: the friendship of OpenStack and Ansible
When flexibility met simplicity: the friendship of OpenStack and AnsibleWhen flexibility met simplicity: the friendship of OpenStack and Ansible
When flexibility met simplicity: the friendship of OpenStack and AnsibleMajor Hayden
 
Flexible, simple deployments with OpenStack-Ansible
Flexible, simple deployments with OpenStack-AnsibleFlexible, simple deployments with OpenStack-Ansible
Flexible, simple deployments with OpenStack-AnsibleMajor Hayden
 
Automated Security Hardening with OpenStack-Ansible
Automated Security Hardening with OpenStack-AnsibleAutomated Security Hardening with OpenStack-Ansible
Automated Security Hardening with OpenStack-AnsibleMajor Hayden
 
Taming the Technical Talk - OWASP San Antonio
Taming the Technical Talk - OWASP San AntonioTaming the Technical Talk - OWASP San Antonio
Taming the Technical Talk - OWASP San AntonioMajor Hayden
 
OpenStack-Ansible Security
OpenStack-Ansible SecurityOpenStack-Ansible Security
OpenStack-Ansible SecurityMajor Hayden
 
Taming the Technical Talk
Taming the Technical TalkTaming the Technical Talk
Taming the Technical TalkMajor Hayden
 
The New Normal - Rackspace Solve 2015
The New Normal - Rackspace Solve 2015The New Normal - Rackspace Solve 2015
The New Normal - Rackspace Solve 2015Major Hayden
 
Five things I learned about information security
Five things I learned about information securityFive things I learned about information security
Five things I learned about information securityMajor Hayden
 
Be an inspiration, not an impostor (Texas Linux Fest 2015)
Be an inspiration, not an impostor (Texas Linux Fest 2015)Be an inspiration, not an impostor (Texas Linux Fest 2015)
Be an inspiration, not an impostor (Texas Linux Fest 2015)Major Hayden
 
Be an inspiration, not an impostor (Fedora Flock 2015)
Be an inspiration, not an impostor (Fedora Flock 2015)Be an inspiration, not an impostor (Fedora Flock 2015)
Be an inspiration, not an impostor (Fedora Flock 2015)Major Hayden
 
The New Normal: Managing the constant stream of new vulnerabilities
The New Normal: Managing the constant stream of new vulnerabilitiesThe New Normal: Managing the constant stream of new vulnerabilities
The New Normal: Managing the constant stream of new vulnerabilitiesMajor Hayden
 
Cloud Data Security
Cloud Data SecurityCloud Data Security
Cloud Data SecurityMajor Hayden
 
ISACA Cloud Security Presentation 2013-09-24
ISACA Cloud Security Presentation 2013-09-24ISACA Cloud Security Presentation 2013-09-24
ISACA Cloud Security Presentation 2013-09-24Major Hayden
 

More from Major Hayden (18)

I was too burned out to name this talk
I was too burned out to name this talkI was too burned out to name this talk
I was too burned out to name this talk
 
Deploying Kubernetes without scaring off your security team - KubeCon 2017
Deploying Kubernetes without scaring off your security team - KubeCon 2017Deploying Kubernetes without scaring off your security team - KubeCon 2017
Deploying Kubernetes without scaring off your security team - KubeCon 2017
 
Securing OpenStack and Beyond with Ansible
Securing OpenStack and Beyond with AnsibleSecuring OpenStack and Beyond with Ansible
Securing OpenStack and Beyond with Ansible
 
Grow your community: Inspire an Impostor
Grow your community: Inspire an ImpostorGrow your community: Inspire an Impostor
Grow your community: Inspire an Impostor
 
Holistic Security for OpenStack Clouds
Holistic Security for OpenStack CloudsHolistic Security for OpenStack Clouds
Holistic Security for OpenStack Clouds
 
When flexibility met simplicity: the friendship of OpenStack and Ansible
When flexibility met simplicity: the friendship of OpenStack and AnsibleWhen flexibility met simplicity: the friendship of OpenStack and Ansible
When flexibility met simplicity: the friendship of OpenStack and Ansible
 
Flexible, simple deployments with OpenStack-Ansible
Flexible, simple deployments with OpenStack-AnsibleFlexible, simple deployments with OpenStack-Ansible
Flexible, simple deployments with OpenStack-Ansible
 
Automated Security Hardening with OpenStack-Ansible
Automated Security Hardening with OpenStack-AnsibleAutomated Security Hardening with OpenStack-Ansible
Automated Security Hardening with OpenStack-Ansible
 
Taming the Technical Talk - OWASP San Antonio
Taming the Technical Talk - OWASP San AntonioTaming the Technical Talk - OWASP San Antonio
Taming the Technical Talk - OWASP San Antonio
 
OpenStack-Ansible Security
OpenStack-Ansible SecurityOpenStack-Ansible Security
OpenStack-Ansible Security
 
Taming the Technical Talk
Taming the Technical TalkTaming the Technical Talk
Taming the Technical Talk
 
The New Normal - Rackspace Solve 2015
The New Normal - Rackspace Solve 2015The New Normal - Rackspace Solve 2015
The New Normal - Rackspace Solve 2015
 
Five things I learned about information security
Five things I learned about information securityFive things I learned about information security
Five things I learned about information security
 
Be an inspiration, not an impostor (Texas Linux Fest 2015)
Be an inspiration, not an impostor (Texas Linux Fest 2015)Be an inspiration, not an impostor (Texas Linux Fest 2015)
Be an inspiration, not an impostor (Texas Linux Fest 2015)
 
Be an inspiration, not an impostor (Fedora Flock 2015)
Be an inspiration, not an impostor (Fedora Flock 2015)Be an inspiration, not an impostor (Fedora Flock 2015)
Be an inspiration, not an impostor (Fedora Flock 2015)
 
The New Normal: Managing the constant stream of new vulnerabilities
The New Normal: Managing the constant stream of new vulnerabilitiesThe New Normal: Managing the constant stream of new vulnerabilities
The New Normal: Managing the constant stream of new vulnerabilities
 
Cloud Data Security
Cloud Data SecurityCloud Data Security
Cloud Data Security
 
ISACA Cloud Security Presentation 2013-09-24
ISACA Cloud Security Presentation 2013-09-24ISACA Cloud Security Presentation 2013-09-24
ISACA Cloud Security Presentation 2013-09-24
 

Recently uploaded

Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfOrbitshub
 
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
 
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot ModelMcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot ModelDeepika Singh
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDropbox
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024The Digital Insurer
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxRustici Software
 
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
 
Vector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptxVector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptxRemote DBA Services
 
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Orbitshub
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamUiPathCommunity
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodJuan lago vázquez
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native ApplicationsWSO2
 
Six Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal OntologySix Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal Ontologyjohnbeverley2021
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Victor Rentea
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​Bhuvaneswari Subramani
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MIND CTI
 

Recently uploaded (20)

Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
 
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, ...
 
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot ModelMcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
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
 
Vector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptxVector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptx
 
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
Six Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal OntologySix Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal Ontology
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 

Continuous Kernel Integration