Bootstrapping Forman with Vagrant - Setting up a local Provision & Deployment Infrastructure

•

0 gefällt mir•588 views

Brownbag 07.07.2015 Speaker: Arnold Bechtoldt Mehr inovex-Vorträge unter https://www.inovex.de/de/content-pool/vortraege

Bootstrapping Foreman with Vagrant
Setting up a local
Provision & Deployment Infrastructure
Arnold Bechtoldt
Karlsruhe, 07.07.2015

Arnold Bechtoldt
Systems Engineer @ inovex GmbH (Germany)
〉  Infrastructure Management
〉  High Availability
〉  Open Source Software Contributor
〉  Blog & Slides at arbe.io & inovex.de
2

1.  Foreman in General
2.  Vagrant Deployment Strategy
3.  Hands on: Demo
4.  Q&A
Agenda
3

Foreman in General
http://www.lifeofpix.com/gallery/tools-3/

〉  Lifecycle management platform
〉  Provision bare-metal & virtual infrastructure
〉  Network-based (PXE) & image-based deployments
〉  Interacts with system management tools (Puppet, SaltStack)
〉  Integrates in your existing environment
Foreman in General
5

Vagrant Deployment Strategy

1.  Download puppetlabs/centos-7.0-64-puppet image
2.  Create VirtualBox VMs
3.  Provision network (host-only) & Upstream network (NAT)
4.  Fully automated software installation with Puppet
5.  Gitlab & Jenkins VMs for Puppet code distribution
Vagrant Deployment Strategy
7

Hands on: Demo

Q&A

Thank You!
Arnold Bechtoldt
IT Engineering & Operations
inovex GmbH
Ludwig-Erhard-Allee 6
76131 Karlsruhe (GER)
arnold.bechtoldt@inovex.de
CC BY-NC-ND inovex.de +ArnoldBechtoldtGER
github.com/bechtoldt arbe.io youtube.com/
inovexGmbH

Weitere ähnliche Inhalte

Was ist angesagt?

Deployment taken seriously with Octopus Deploy and TeamCity

Deployment taken seriously with Octopus Deploy and TeamCity

Deployment taken seriously with Octopus Deploy and TeamCity

OpenStack-Ansible Security

OpenStack-Ansible Security

OpenStack-Ansible Security

Flexible, simple deployments with OpenStack-Ansible

Flexible, simple deployments with OpenStack-Ansible

Flexible, simple deployments with OpenStack-Ansible

Mettles journey towards throw away clusters (Cloud Native Nordics)

Mettles journey towards throw away clusters (Cloud Native Nordics)

Mettles journey towards throw away clusters (Cloud Native Nordics)

Steven Wade Consutling

Open stack 雲端運算軟體介紹

Open stack 雲端運算軟體介紹

Open stack 雲端運算軟體介紹

Quantum basic VLAN plugin

Quantum basic VLAN plugin

Quantum basic VLAN plugin

Salvatore Orlando

RPM Factory for RDO

RPM Factory for RDO

RPM Factory for RDO

Frédéric Lepied

NetflixOSS on OpenStack

NetflixOSS on OpenStack

NetflixOSS on OpenStack

5 ways to install @OpenShift in 5 minutes (Lightening Talk given at #DevConfC...

5 ways to install @OpenShift in 5 minutes (Lightening Talk given at #DevConfC...

5 ways to install @OpenShift in 5 minutes (Lightening Talk given at #DevConfC...

OpenShift Origin

Auditing/Security with Puppet - PuppetConf 2014

Auditing/Security with Puppet - PuppetConf 2014

Auditing/Security with Puppet - PuppetConf 2014

Inspired by the talk "Using Rundeck and Chef to build DevOps Toolchains" given by Anthony Shortland during ChefConf 2012 (http://dev2ops.org/2012/05/using-rundeck-and-chef-to-build-devops-toolchains-at-chefcon/) we set out to include Rundeck as part of a loosely coupled toolchain when building the new datacenter at Bol.com. This talk explored how we took the ideas from Shortland's talk and implemented them in the context of Jenkins, Gerrit, Puppet and MCollective.

Building a loosely coupled toolchain with Rundeck and Puppet

Building a loosely coupled toolchain with Rundeck and Puppet

Building a loosely coupled toolchain with Rundeck and Puppet

SFO15-TR6: Server Ecosystem Day (Part 6) Speakers: Edward Nevill, Clark Laughlin Date: September 23, 2015 ★ Session Description ★ 16:00 -- Linaro: Software Defined Infrastructure using OpenStack Speaker: Clark Laughlin, Engineer, Linaro Enterprise Group Abstract: The session will present Openstack CI progress and remaining issues/challenges. Present current state of Tempest test suite and nightly testing output on openstack.linaro.org, and why we are not proceeding with integration with the official Openstack CI / gating system. 16:30 -- Linaro: OpenJDK on ARM, where we are today Speaker: Ed Nevill, Senior Developer and Joseph Joyce, Intern Engineer Abstract: OpenJDK development on ARM ★ Resources ★ Video: (OpenStack Testing on ARM) https://www.youtube.com/watch?v=dNuvOwIEFK0 (OpenJDK on ARM) https://www.youtube.com/watch?v=U3DVzL4Yrko Presentation: http://www.slideshare.net/linaroorg/sfo15tr6-server-ecosystem-day-part-6 Etherpad: pad.linaro.org/p/sfo15-tr6 Pathable: https://sfo15.pathable.com/meetings/303066 Video on server (if unable to view on YouTube): https://s3.amazonaws.com/connect.linaro.org/sfo15/Videos/09-23-Wednesday/SFO15-TR6 Server Ecosystem Day (Part 6a).mp4 https://s3.amazonaws.com/connect.linaro.org/sfo15/Videos/09-23-Wednesday/SFO15-TR6 Server Ecosystem Day (Part 6b).mp4 Presentation on server (if unable to view on Slideshare): https://s3.amazonaws.com/connect.linaro.org/sfo15/Presentations/09-23-Wednesday/SFO15-TR6-B OpenJDK Development.pdf ★ Event Details ★ Linaro Connect San Francisco 2015 - #SFO15 September 21-25, 2015 Hyatt Regency Hotel http://www.linaro.org http://connect.linaro.org

SFO15-TR6: Server Ecosystem Day (Part 6A)

SFO15-TR6: Server Ecosystem Day (Part 6A)

SFO15-TR6: Server Ecosystem Day (Part 6A)

SPFx Team based Development using Docker

SPFx Team based Development using Docker

SPFx Team based Development using Docker

Agnostic Continuous Delivery

Agnostic Continuous Delivery

Agnostic Continuous Delivery

 Watch the recording here: https://youtu.be/cakxixc-yQk  ❗️ Notifications & Alerts ⚠️ When operating a cluster, different teams may wish to receive notifications about the status of their GitOps pipelines. For example, the on-call team would receive alerts about reconciliation failures in the cluster, while the dev team may wish to be alerted when a new version of an app was deployed and if the deployment is healthy.  Webhook Receivers  The GitOps toolkit controllers are by design pull-based. In order to notify the controllers about changes in Git or Helm repositories, you can setup webhooks and trigger a cluster reconciliation every time a source changes. Using webhook receivers, you can build push-based GitOps pipelines that react to external events. Alison Dowdney, Developer Experience Engineer at Weaveworks and CNCF Ambassador, walks through how to define a provider, an alert, git commit status, exposing the webhook receiver and defining a git repository and receiver. Resources  Flux2 Documentation: https://fluxcd.io/docs/  Flux Guide: Setup Notifications: https://fluxcd.io/docs/guides/notifications/  Flux Guide: Setup Webhook receivers: https://fluxcd.io/docs/guides/webhook-receivers/  Flux Roadmap: https://fluxcd.io/docs/roadmap/  Alison's Demo Repo: https://github.com/alisondy/flux-demos

Setting up Notifications, Alerts & Webhooks with Flux v2 by Alison Dowdney

Setting up Notifications, Alerts & Webhooks with Flux v2 by Alison Dowdney

Setting up Notifications, Alerts & Webhooks with Flux v2 by Alison Dowdney

Ian huston getting started with cloud foundry

Ian huston getting started with cloud foundry

Ian huston getting started with cloud foundry

Deploying OpenStack with Ansible

Deploying OpenStack with Ansible

Deploying OpenStack with Ansible

Monitoring Docker Application in Production

Monitoring Docker Application in Production

Monitoring Docker Application in Production

Alois Reitbauer

Win Spinnaker with Winnaker - Open Source North Conf 2017

Win Spinnaker with Winnaker - Open Source North Conf 2017

Win Spinnaker with Winnaker - Open Source North Conf 2017

Medya Ghazizadeh

CI/CD for everyone else

CI/CD for everyone else

CI/CD for everyone else

Was ist angesagt? (20)

Deployment taken seriously with Octopus Deploy and TeamCity

Deployment taken seriously with Octopus Deploy and TeamCity

Deployment taken seriously with Octopus Deploy and TeamCity

OpenStack-Ansible Security

OpenStack-Ansible Security

OpenStack-Ansible Security

Flexible, simple deployments with OpenStack-Ansible

Flexible, simple deployments with OpenStack-Ansible

Flexible, simple deployments with OpenStack-Ansible

Mettles journey towards throw away clusters (Cloud Native Nordics)

Mettles journey towards throw away clusters (Cloud Native Nordics)

Mettles journey towards throw away clusters (Cloud Native Nordics)

Open stack 雲端運算軟體介紹

Open stack 雲端運算軟體介紹

Open stack 雲端運算軟體介紹

Quantum basic VLAN plugin

Quantum basic VLAN plugin

Quantum basic VLAN plugin

RPM Factory for RDO

RPM Factory for RDO

RPM Factory for RDO

NetflixOSS on OpenStack

NetflixOSS on OpenStack

NetflixOSS on OpenStack

5 ways to install @OpenShift in 5 minutes (Lightening Talk given at #DevConfC...

5 ways to install @OpenShift in 5 minutes (Lightening Talk given at #DevConfC...

5 ways to install @OpenShift in 5 minutes (Lightening Talk given at #DevConfC...

Auditing/Security with Puppet - PuppetConf 2014

Auditing/Security with Puppet - PuppetConf 2014

Auditing/Security with Puppet - PuppetConf 2014

Building a loosely coupled toolchain with Rundeck and Puppet

Building a loosely coupled toolchain with Rundeck and Puppet

Building a loosely coupled toolchain with Rundeck and Puppet

SFO15-TR6: Server Ecosystem Day (Part 6A)

SFO15-TR6: Server Ecosystem Day (Part 6A)

SFO15-TR6: Server Ecosystem Day (Part 6A)

SPFx Team based Development using Docker

SPFx Team based Development using Docker

SPFx Team based Development using Docker

Agnostic Continuous Delivery

Agnostic Continuous Delivery

Agnostic Continuous Delivery

Setting up Notifications, Alerts & Webhooks with Flux v2 by Alison Dowdney

Setting up Notifications, Alerts & Webhooks with Flux v2 by Alison Dowdney

Setting up Notifications, Alerts & Webhooks with Flux v2 by Alison Dowdney

Ian huston getting started with cloud foundry

Ian huston getting started with cloud foundry

Ian huston getting started with cloud foundry

Deploying OpenStack with Ansible

Deploying OpenStack with Ansible

Deploying OpenStack with Ansible

Monitoring Docker Application in Production

Monitoring Docker Application in Production

Monitoring Docker Application in Production

Win Spinnaker with Winnaker - Open Source North Conf 2017

Win Spinnaker with Winnaker - Open Source North Conf 2017

Win Spinnaker with Winnaker - Open Source North Conf 2017

CI/CD for everyone else

CI/CD for everyone else

CI/CD for everyone else

Andere mochten auch

Arnold Bechtoldt, Inovex GmbH Linux systems engineer - Configuration Manageme...

Arnold Bechtoldt, Inovex GmbH Linux systems engineer - Configuration Manageme...

Arnold Bechtoldt, Inovex GmbH Linux systems engineer - Configuration Manageme...

Config Management Camp, Gent, Feb. 2016 Speaker: Johannes M. Scheuermann, Arnold Bechtoldt Since the hype around containers is still going on, many people are planning to move their applications into containers. You can earn lots of benefits when making this decision. But similar to other hypes you will notice that you will face many challenges that need to be handled. In this session we want to share some of our lessons learned in both of these worlds. We want to discuss when to choose cfg mgmt and when to choose containerized solutions. Also we will show some use cases were you can use a combination of both strategies. About Arnold Bechtoldt and Johannes Scheuermann: Arnold and Johannes are working for inovex in Germany. Arnold has a strong background in configuration management and Johannes is working with container technologies for years. Both like to try and discuss different (and new) approaches to solve today's infrastructure challenges. Due to this strong interaction they decided to make a talk about the up- and downsides of both worlds. Twitter: @johscheuer https://www.inovex.de/de/content-pool/vortraege/

Configuration Management vs. Container Automation

Configuration Management vs. Container Automation

Configuration Management vs. Container Automation

Agile Continuous Integration verspricht mithilfe von Pipelines die Entwicklung und Auslieferung von Software signifikant zu verbessern. Der Weg zur finalen Implementierung kann jedoch mit einigen unvorhergesehenen Aufwänden gepflastert sein. So werden wir uns einige hilfreiche Methoden und Tools zur Umsetzung solcher Pipelines mit dem Fokus auf Continuous Integration ansehen, um unseren agilen Entwicklungsprozess abzurunden und dadurch Zeit für die wichtigen Dinge im Alltag zu gewinnen. Vorkenntnisse: Grundverständnis von Softwarentwicklung Lernziele: Wir werden die Hintergründe von Continuous Integration/Delivery diskutieren und sehen uns ein Beispiel aus der Praxis an, das vor allem die Vorteile von CI/CD hevorheben soll. Event: enterJS, 16.06.2016, Darmstadt Speaker: Arnold Bechtoldt Weitere Tech-Vorträge: https://www.inovex.de/de/content-pool/vortraege/

Continuous Integration for Fun and Profit

Continuous Integration for Fun and Profit

Continuous Integration for Fun and Profit

Mit Daten Geld verdienen: Google, Facebook und Amazon machen es vor, aber wie mache ich es nach? Auch viele unserer Kunden produzieren genügend Daten, um diese gewinnbringend einzusetzen. Damit Daten aber nicht nur IT-Kosten verursachen, sondern an der Wertschöpfung beteiligt sind, müssen verschiedene Hebel in Bewegung gesetzt werden. Die technologischen Grundlagen müssen vorhanden sein, die Mitarbeiter müssen mit den Daten umgehen lernen, das Management muss die unterschiedlichen Monetarisierungsstrategien verstehen und bewerten können. In diesem Vortrag berichten wir aus einem unserer Projekte und gehen auf Erfolgsfaktoren und Hindernisse ein. Wir beleuchten dabei wie ein führendes Anzeigenportal mit mehreren Millionen Visits pro Tag einen Datenproduktmanagementprozess eingeführt, eine Big-Data-Plattform implementiert und Datenprodukte an den Markt gebracht hat. Datum: 12.10.2016 Speaker: Dr. Christoph Tempich Mehr Vorträge: https://www.inovex.de/de/content-pool/vortraege/

Erfolgsfaktoren von Datenprodukten

Erfolgsfaktoren von Datenprodukten

Erfolgsfaktoren von Datenprodukten

Gitlab meets Kubernetes

Gitlab meets Kubernetes

Gitlab meets Kubernetes

SysDig Metriken zentralisieren

SysDig Metriken zentralisieren

SysDig Metriken zentralisieren

SaltStack is a new System Management Platform that provides various automations for the lifecycle of systems (HW/VMs). This makes it possible to trigger routines based on specific events using Salt Reactor. The event-based orchestration component of SaltStack recognizes f.e. the adding of new Salt minions (agents) in the Salt host inventory/database, the start of minions after the first system booting, the execution of any (distributed) commands (local or master-triggered) and much more. You can use this framework to provision newly created hosts/VMs with packages and configuration files, or to fully automate the rollout/deployment of new software releases and pre/post actions (DB backup, schema update, removal von temporary files, etc.). Event: inovex Meetup Köln, 08.06.2016 Speaker: Arnold Bechtoldt weitere Tech-Vorträge: https://www.inovex.de/de/content-pool/vortraege/

Automated Application Management with SaltStack

Automated Application Management with SaltStack

Automated Application Management with SaltStack

„Computer, Tee, Earl Grey, heiß“ Jeder Star-Trek-Fan wird dieses Zitat kennen, mit dem Capt. Picard sich regelmäßig sein Lieblingsgetränk replizieren lässt. Die Sprachsteuerung von Computern und Maschinen ist fester Bestandteil vieler Science-Fiction-Szenarien. Daher ist es auch nicht verwunderlich, dass schon mehrere Versuche unternommen wurden, diese Technologie zu etablieren, mit eher durchschnittlichem Erfolg. Allerdings deutet sich aktuell ein großer Fortschritt in der Entwicklung von Sprachsteuerungen an, die sich am deutlichsten in der Inkarnation von Geräten wie Amazon Echo oder Google Home darstellt. In der Session zeigen wir die prinzipielle Funktionsweise einer Sprachsteuerung, die Vergleichbarkeit mit Chatbots, und erweitern einen bestehenden Dienst um ein Voice-User-Interface. Dabei zeigen sich die Besonderheit dieser Benutzerschnittstelle im Vergleich zu grafischen Interfaces und die Herausforderungen, die damit verbunden sind. Event: MobileTech Conference 2017 Datum: 15.03.2017 Speaker: Dominik Helleberg, inovex GmbH Weitere Tech-Vorträge unter https://www.inovex.de/de/content-pool/vortraege/

Sprachsteuerung mit dem Google Assistant – Add a new User Interface to your P...

Sprachsteuerung mit dem Google Assistant – Add a new User Interface to your P...

Sprachsteuerung mit dem Google Assistant – Add a new User Interface to your P...

Andere mochten auch (8)

Arnold Bechtoldt, Inovex GmbH Linux systems engineer - Configuration Manageme...

Arnold Bechtoldt, Inovex GmbH Linux systems engineer - Configuration Manageme...

Arnold Bechtoldt, Inovex GmbH Linux systems engineer - Configuration Manageme...

Configuration Management vs. Container Automation

Configuration Management vs. Container Automation

Configuration Management vs. Container Automation

Continuous Integration for Fun and Profit

Continuous Integration for Fun and Profit

Continuous Integration for Fun and Profit

Erfolgsfaktoren von Datenprodukten

Erfolgsfaktoren von Datenprodukten

Erfolgsfaktoren von Datenprodukten

Gitlab meets Kubernetes

Gitlab meets Kubernetes

Gitlab meets Kubernetes

SysDig Metriken zentralisieren

SysDig Metriken zentralisieren

SysDig Metriken zentralisieren

Automated Application Management with SaltStack

Automated Application Management with SaltStack

Automated Application Management with SaltStack

Sprachsteuerung mit dem Google Assistant – Add a new User Interface to your P...

Sprachsteuerung mit dem Google Assistant – Add a new User Interface to your P...

Sprachsteuerung mit dem Google Assistant – Add a new User Interface to your P...

Ähnlich wie Bootstrapping Forman with Vagrant - Setting up a local Provision & Deployment Infrastructure

Openstack win final

Openstack win final

Openstack win final

Microservices in Java

Microservices in Java

Microservices in Java

2012 a deployment pipeline for infrastructure a dev ops case study at nbn _ ...

2012 a deployment pipeline for infrastructure a dev ops case study at nbn _ ...

2012 a deployment pipeline for infrastructure a dev ops case study at nbn _ ...

Django Deployment

Django Deployment

Django Deployment

Tareque Hossain

Iteratively introducing Puppet technologies in the brownfield; Jeffrey Miller

Iteratively introducing Puppet technologies in the brownfield; Jeffrey Miller

Iteratively introducing Puppet technologies in the brownfield; Jeffrey Miller

OpenShift 4 installation

OpenShift 4 installation

OpenShift 4 installation

OpenShift_Installation_Deep_Dive_Robert_Bohne.pdf

OpenShift_Installation_Deep_Dive_Robert_Bohne.pdf

OpenShift_Installation_Deep_Dive_Robert_Bohne.pdf

It’s been a big year for Puppet Enterprise. If you’re an existing customer, curious about PE, or you’re happy with your Puppet open-source deployment, join the PE product management team for a discussion about what’s new. We’ll cover running puppet on-demand from the web console plus unmanaged package discovery, vulnerability remediation, and management. Code Manager is easier than ever to setup and connect with your pipeline of choice with integrations like the Jenkins Pipelines plugin. The team will take you through an end-to-end workflow, answer your questions, and demonstrate any late breaking features arriving just in time for PuppetConf.

PuppetConf 2017: Puppet Enterprise Roadmap 2017- Ryan Coleman, Puppet

PuppetConf 2017: Puppet Enterprise Roadmap 2017- Ryan Coleman, Puppet

PuppetConf 2017: Puppet Enterprise Roadmap 2017- Ryan Coleman, Puppet

Puppet Camp Boston 2014: Continuous Integration for Hyper-V with Puppet (Begi...

Puppet Camp Boston 2014: Continuous Integration for Hyper-V with Puppet (Begi...

Puppet Camp Boston 2014: Continuous Integration for Hyper-V with Puppet (Begi...

AppFuse is an open source project/application that uses best-of-breed Java open source tools to help you develop web applications quickly and efficiently. Not only does it provide documentation on how to develop light-weight POJO-based applications, it includes features that many applications need out-of-the-box: authentication and authorization, remember me, password hint, skinnability, file upload, Ajax libraries, signup and SSL switching. This is one of the main features in AppFuse that separates it from the other "CRUD Generation" frameworks like Ruby on Rails, Trails and Grails. AppFuse is already an application when you start using it, which means code examples are already in your project. Furthermore, because features already exist, the amount of boiler-plate code that most projects need will be eliminated. In this session, you will learn Seven Simple Reasons to Use AppFuse. If you don't use it to start your own projects, hopefully you will see that it provides much of the boiler-plate code that can be used in Java-based web applications. Since it's Apache Licensed, you're more than welcome to copy/paste any code from it into your own applications. Also see article published at: http://www.ibm.com/developerworks/java/library/j-appfuse/index.html

Seven Simple Reasons to Use AppFuse

Seven Simple Reasons to Use AppFuse

Seven Simple Reasons to Use AppFuse

"Using Puppet for Deploying Hyper-V OpenStack Compute Nodes" by Peter Pouliot, Sr. SDET OpenStack, Microsoft. Presentation Overview: A discussion about using Puppet to deploy openstack on Hyper-V and my experiences writing puppet manifests for Windows. Speaker Bio: Peter has been evangelizing for OpenStack Hyper-V integration since March 2011, now as a Microsoft employee within Microsoft’s Open Source Technology Center, he is working on OpenStack Hyper-V integration. He is the official subject matter expert on OpenStack for Microsoft as well as the Hyper-V/OpenStack community manager and is currently working to build the continuous integration infrastructure to support the ongoing community development and integration of OpenStack and Microsoft technologies.

Using Puppet for Deploying Hyper-V OpenStack Compute Nodes - PuppetConf 2013

Using Puppet for Deploying Hyper-V OpenStack Compute Nodes - PuppetConf 2013

Using Puppet for Deploying Hyper-V OpenStack Compute Nodes - PuppetConf 2013

Maven

Continuous Integration using Docker & Jenkins

Continuous Integration using Docker & Jenkins

Continuous Integration using Docker & Jenkins

B1 Systems GmbH

OpenTuesday: Agile Testautomatisierung und Continuous Integration

OpenTuesday: Agile Testautomatisierung und Continuous Integration

OpenTuesday: Agile Testautomatisierung und Continuous Integration

Digicomp Academy AG

Dev stacklabguide

Dev stacklabguide

Dev stacklabguide

Devstack lab guide

Devstack lab guide

Devstack lab guide

Boston open stack meetup hyper v in openstack

Boston open stack meetup hyper v in openstack

Boston open stack meetup hyper v in openstack

Kamesh Pemmaraju

Docker is one of the most interesting and promising paradigm shifts of the last years. In this talk, I will introduce Docker shortly and present universal lessons learned after two years of practical use. It becomes clear that not only source code needs to be refactored, but also infrastructure, processes and people's mindsets. Once embraced, Docker allows for faster ramp-up times and is an enabler for modern software development.

Docker - BWI Innovation Talk

Docker - BWI Innovation Talk

Docker - BWI Innovation Talk

Build server

Christophe Vanlancker

Uyuni is a software-defined infrastructure and configuration management solution. It bootstraps physical servers, creates VMs for virtualization and cloud, deploys and updates packages -even with content lifecycle management features-, builds container images, and tracks what runs on your Kubernetes clusters. All using Salt under the hood. This presentation at the openSUSE Virtual Summit 2020 discusses what is Uyuni, where we are, what's next and opportunities for the community.

Uyuni, the solution to manage your IT infrastructure

Uyuni, the solution to manage your IT infrastructure

Uyuni, the solution to manage your IT infrastructure

Ähnlich wie Bootstrapping Forman with Vagrant - Setting up a local Provision & Deployment Infrastructure (20)

Openstack win final

Openstack win final

Openstack win final

Microservices in Java

Microservices in Java

Microservices in Java

2012 a deployment pipeline for infrastructure a dev ops case study at nbn _ ...

2012 a deployment pipeline for infrastructure a dev ops case study at nbn _ ...

2012 a deployment pipeline for infrastructure a dev ops case study at nbn _ ...

Django Deployment

Django Deployment

Django Deployment

Iteratively introducing Puppet technologies in the brownfield; Jeffrey Miller

Iteratively introducing Puppet technologies in the brownfield; Jeffrey Miller

Iteratively introducing Puppet technologies in the brownfield; Jeffrey Miller

OpenShift 4 installation

OpenShift 4 installation

OpenShift 4 installation

OpenShift_Installation_Deep_Dive_Robert_Bohne.pdf

OpenShift_Installation_Deep_Dive_Robert_Bohne.pdf

OpenShift_Installation_Deep_Dive_Robert_Bohne.pdf

PuppetConf 2017: Puppet Enterprise Roadmap 2017- Ryan Coleman, Puppet

PuppetConf 2017: Puppet Enterprise Roadmap 2017- Ryan Coleman, Puppet

PuppetConf 2017: Puppet Enterprise Roadmap 2017- Ryan Coleman, Puppet

Puppet Camp Boston 2014: Continuous Integration for Hyper-V with Puppet (Begi...

Puppet Camp Boston 2014: Continuous Integration for Hyper-V with Puppet (Begi...

Puppet Camp Boston 2014: Continuous Integration for Hyper-V with Puppet (Begi...

Seven Simple Reasons to Use AppFuse

Seven Simple Reasons to Use AppFuse

Seven Simple Reasons to Use AppFuse

Using Puppet for Deploying Hyper-V OpenStack Compute Nodes - PuppetConf 2013

Using Puppet for Deploying Hyper-V OpenStack Compute Nodes - PuppetConf 2013

Using Puppet for Deploying Hyper-V OpenStack Compute Nodes - PuppetConf 2013

Maven

Continuous Integration using Docker & Jenkins

Continuous Integration using Docker & Jenkins

Continuous Integration using Docker & Jenkins

OpenTuesday: Agile Testautomatisierung und Continuous Integration

OpenTuesday: Agile Testautomatisierung und Continuous Integration

OpenTuesday: Agile Testautomatisierung und Continuous Integration

Dev stacklabguide

Dev stacklabguide

Dev stacklabguide

Devstack lab guide

Devstack lab guide

Devstack lab guide

Boston open stack meetup hyper v in openstack

Boston open stack meetup hyper v in openstack

Boston open stack meetup hyper v in openstack

Docker - BWI Innovation Talk

Docker - BWI Innovation Talk

Docker - BWI Innovation Talk

Build server

Uyuni, the solution to manage your IT infrastructure

Uyuni, the solution to manage your IT infrastructure

Uyuni, the solution to manage your IT infrastructure

Mehr von inovex GmbH

lldb kann mehr als nur einfache Breakpoints oder po. In dem Vortrag zeigt Oliver Bayer, wie sich mit Hilfe von lldb Programmcode zur Ausführungszeit manipulieren lässt, ohne das hierfür der Sourcecode anzupassen ist. Sei es, damit Test- oder Debugcode nicht in die produktiv App gelangt, oder weil der Sourcecode für einen Teil der App nicht vorliegt. Event: macoun, 04.10.2019 Speaker: Oliver Bayer, inovex Mehr Tech-Vorträge: inovex.de/vortraege Mehr Tech-Artikel: inovex.de/blog

lldb – Debugger auf Abwegen

lldb – Debugger auf Abwegen

lldb – Debugger auf Abwegen

With the advent of Deep Learning (DL), the field of AI made a giant leap forward and it is nowadays applied in many industrial use-cases. Especially critical systems like autonomous driving, require that DL methods not only produce a prediction but also state the certainty about the prediction in order to assess risks and failure. In my talk, I will give an introduction to different kinds of uncertainty, i.e. epistemic and aleatoric. To have a baseline for comparison, the classical method of Gaussian Processes for regression problems is presented. I then elaborate on different DL methods for uncertainty quantification like Quantile Regression, Monte-Carlo Dropout, and Deep Ensembles. The talk is concluded with a comparison of these techniques to Gaussian Processes and the current state of the art. Speaker: Dr. Florian Wilhelm, Simon Bachstein, inovex Event: PyCon/PyData Berlin 2019 Datum: 10.10.2019 Mehr Tech-Vorträge: inovex.de/vortraege Mehr Tech-Artikel: inovex.de/blog

Are you sure about that?! Uncertainty Quantification in AI

Are you sure about that?! Uncertainty Quantification in AI

Are you sure about that?! Uncertainty Quantification in AI

In 2010 ImageNet finally ended the AI winter and gave machines the sense of sight. Within the following years dramatic improvements in tasks such as image classification and object detection lead to innovations like face ID and autonomous driving. Recently, similar developments happened in the field of natural language. Using Attention mechanism and transformers tasks such as question answering and text summarization reached new benchmarks. This talk will not only explain those, but point out how Transfer Learning and open source models such as Google Bert will open the field to new innovations in AI. Speaker: Nico Kreiling, inovex Event: AIxIA, 01.10.2019 Mehr Tech-Vorträge: inovex.de/vortraege Mehr Tech-Artikel: inovex.de/blog

Why natural language is next step in the AI evolution

Why natural language is next step in the AI evolution

Why natural language is next step in the AI evolution

Die Worldwide Developers Conference (WWDC) ist eine von Apple jährlich durchgeführte Konferenz für Software-Entwickler (MacOS, iOS und WatchOS). Um die WWDC 2019 nochmal Revue passieren zu lassen, wurde beim Mobile Development Karlsruhe Meetup zu einer offenen Diskussionsrunde eingeladen. Die Slides fassen die für inovexler Philipp interessantesten Neuigkeiten der WWDC2019 zusammen und dienten beim Meetup als Diskussionsgrundlage. Event: 9. Mobile Development Meetup (WWDC Edition) Speaker: Philipp Wallrich, inovex Datum: 17.06.2019 Mehr Tech-Vorträge: inovex.de/vortraege Mehr Tech-Artikel: inovex.de/blog

WWDC 2019 Recap

WWDC 2019 Recap

WWDC 2019 Recap

Trust is good, control is better – A short story about Network Policies. Abstract: Probably everybody who uses Kubernetes in a productive environment with multiple users possibly has looked at policies. Often the operators of the cluster(s) just trust the policies but in some cases it might be useful to control if the policies actually have taken action and often there are just to many Policies in the cluster setup to manually test them all (and obviously you don’t want to do this). Testing the effectiveness of the Network Policies can be done in different approaches. In this talk we will show you the benefits and drawbacks of different approaches and what solution we finally chose. Also we will show you some other tools and how they complement our solution. As a takeaway you will get an overview of different testing strategies for policies, as well as understanding challenges in testing policies in general and the Kubernetes ecosystem. Event: ContainerDays 2019 Datum: 26.06.2019 Speaker: Johannes M. Scheuermann, Maximilian Bischoff (beide inovex) Mehr Tech-Vorträge: inovex.de/vortraege Mehr Tech-Artikel: inovex.de/blog

Network Policies

Network Policies

Network Policies

Interpretierbarkeit von ML-Modellen hat die Zielsetzung, die Ursachen einer Prognose offenzulegen und eine daraus abgeleitete Entscheidung für einen Menschen nachvollziehbar zu erklären. Durch die Nachvollziehbarkeit von Prognosen lässt sich beispielsweise sicherstellen, dass deren Herleitung konsistent zum Domänenwissen eines Experten ist. Auch ein unfairer Bias lässt sich durch die Erklärung aussagekräftiger Beispiele identifizieren. Prognosemodelle lassen sich grob in intrinsisch interpretierbare Modelle und nicht-interpretierbare (auch Blackbox-) Modelle unterscheiden. Intrinsisch interpretierbare Modelle sind dafür bekannt, dass sie für einen Menschen leicht nachvollziehbar sind. Ein typisches Beispiel für ein solches Modell ist der Entscheidungsbaum, dessen regelbasierter Entscheidungsprozess intuitiv und leicht zugänglich ist. Im Gegensatz dazu gelten Neuronale Netze als Blackbox-Modelle, deren Prognosen durch die komplexe Netzstruktur schwer nachvollziehbar sind. In diesem Talk erläuterte Marcel Spitzer das Konzept von Interpretierbarkeit im Kontext von Machine Learning und stellte gängige Verfahren zur Interpretation von Modellen vor. Besonderen Fokus legte er dabei auf modellunabhängige Verfahren, die sich auch auf prognosestarke Blackbox-Modelle anwenden lassen. Event: M3 Minds Mastering Machines Speaker: Marcel Spitzer Blog-Artikel: https://www.inovex.de/blog/machine-learning-interpretability/ Mehr Tech-Vorträge: inovex.de/vortraege Mehr Tech-Artikel: inovex.de/blog

Interpretable Machine Learning

Interpretable Machine Learning

Interpretable Machine Learning

Das Ökosystem rund um Kubernetes wächst täglich. Insbesondere cloud-native Continuous-Deployment-Strategien stehen Hoch im Kurs und werden in diversen Open-Source-Projekten vorangetrieben. In einer Reihe von Evalutionen nimmt inovex diese Tools genauer unter die Lupe - den Anfang macht Jenkins X. Jenkins X wurde im März 2018 veröffentlicht. Das Konzept hinter dem Tool ist primär, bestehende Teillösungen (Helm, Skaffold, Prow, Tekton) einzusetzen, um sie abstrahiert in ein Kommandozeilen-Interface zu packen. Der Vortrag beschreibt sowohl die klassische Architektur als auch den "Severless"-Ansatz. Des weiteren werden das Kommandozeilen-Tool "jx", der allgemeine Entwicklungs-Workflow sowie diverse Features vorgestellt. Bei unseren Tests im Rahmen der Evaluation sind uns einige Stolpersteine aufgefallen. Es sind vor allem die vielen eingesetzten Dritt-Tools, die den Betrieb und den Upkeep eines mit Jenkins X erstellten Clusters verkomplizieren. Als Fazit stellen wir Jenkins X im Mai 2019 ein "befriedigend" aus und beobachten gespannt, wie sich das Tool in den kommmenden Monaten und Jahren weiterentwickeln wird. Event: Talk4Nerds, 29.04.2019 Speaker: Simon Kienzler, Johannes M. Scheuermann (beide inovex) Mehr Tech-Vorträge: inovex.de/vortraege Mehr Tech-Artikel: inovex.de/blog

Jenkins X – CI/CD in wolkigen Umgebungen

Jenkins X – CI/CD in wolkigen Umgebungen

Jenkins X – CI/CD in wolkigen Umgebungen

Neben dem großen Machine-Learning-Trend in der Cloud zeichnet sich zunehmend die Tendenz ab, bestimmte Aufgaben direkt auf Edge-Geräten auszuführen. Wir erkunden die Vorteile von Auswertungen direkt an der Quelle der Daten und die damit verbundenen Herausforderungen. Denn die Rechenleistung der Cloud steht uns hier leider nicht zur Verfügung. Zur Lösung stehen uns verschiedene Hardwareoptionen wie CPUs, GPUs, FPGAs oder spezielle ASICs und Frameworks zur Verfügung, die wir am Beispiel von einem Convolutional Neural Network evaluieren. Dabei gibt es praktische Tipps und Erfahrungen aus realen Projekten sowie anschauliche Demos auf verschiedenen Hardwareplattformen. Vorkenntnisse: Vorkenntnisse über tiefe neuronale Netze sind von Vorteil. Lernziele: - Verständnis über die Vorteile von AI auf Edge-Geräten und den damit verbundenen Herausforderungen. - Wissen über die verschiedenen Hard- und Softwarelösungen erlangen, um diese in eigenen Projekten einzusetzen. Event: building IoT, 03.04.2019 Speaker: Dominik Helleberg, inovex Mehr Tech-Vorträge: inovex.de/vortraege Mehr Blog-Artikel: inovex.de/blog

AI auf Edge-Geraeten

AI auf Edge-Geraeten

AI auf Edge-Geraeten

Der Talk auf der Konferenz „Talk4Nerds“ der R+V Versicherung bot eine Einführung in Prometheus als Monitoring-Lösung. Dabei ging inovexler Christoph auf die Anforderungen an ein modernes Monitoring Tool ein, wie Prometheus diesen Anforderungen entspricht und warum es zum defacto Standard im Kubernetes-Umfeld geworden ist. Abschließen beleuchtete Christoph die Non-Goals und wie man diese mit zusätzlichen Tools dennoch erreichen kann. Speaker: Christoph Petrausch (inovex) Event: Talk4Nerds Datum: 29.04.2019 Mehr Tech-Vorträge: inovex.de/vortraege Mehr Tech-Artikel: inovex.de/blog

Prometheus on Kubernetes

Prometheus on Kubernetes

Prometheus on Kubernetes

Recommender systems support the decision making processes of customers with personalized suggestions. These widely used systems influence the daily life of almost everyone across domains like ecommerce, social media, and entertainment. However, the efficient generation of relevant recommendations in large-scale systems is a very complex task. In order to provide personalization, engines and algorithms need to capture users’ varying tastes and find mostly nonlinear dependencies between them and a multitude of items. Enormous data sparsity and ambitious real-time requirements further complicate this challenge. At the same time, deep learning has been proven to solve complex tasks like object or speech recognition where traditional machine learning failed or showed mediocre performance. Join Marcel Kurovski to explore a use case for vehicle recommendations at mobile.de, Germany’s biggest online vehicle market. Marcel shares a novel regularization technique for the optimization criterion and evaluates it against various baselines. To achieve high scalability, he combines this method with strategies for efficient candidate generation based on user and item embeddings—providing a holistic solution for candidate generation and ranking. The proposed approach outperforms collaborative filtering and hybrid collaborative-content-based filtering by 73% and 143% for MAP@5. It also scales well for millions of items and users returning recommendations in tens of milliseconds. Event: O'Reilly Artificial Intelligence Conference, New York, 18.04.2019 Speaker: Marcel Kurovski, inovex GmbH Mehr Tech-Vorträge: inovex.de/vortraege Mehr Tech-Artikel: inovex.de/blog

Deep Learning for Recommender Systems

Deep Learning for Recommender Systems

Deep Learning for Recommender Systems

In seinem Meetup Talk berichtete Maximilian von den aktuellen Problemen von Cloud Computing – insbesondere im Internet of Things – und wie diese durch Edge Computing mitigiert werden können. Er erklärte, wie eine generische Edge-Computing-Architektur aussehen kann und zeigte Anwendungsfälle, von denen manche auch schon in existierenden Produkten umgesetzt sind. Im Anschluss stellte er Azure IoT Edge vor und erläuterte, wie es das bestehende IoT Framework von Microsoft erweitert sowie die Grundkonzepte, die IoT Edge bereitstellt. Auch die Probleme in dem noch jungen Produkt wurden angesprochen, aber auch die Vorteile und Features, die es liefert. In der gemeinsamen Demo mit Eli haben dann beide Speaker die technischen Details von Azure IoT Edge gezeigt und demonstriert, beispielsweise wie Code automatisiert von einer CI/CD-Pipeline in Azure DevOps auf ein IoT-Gerät deployed werden kann. Event: inovex Meetup, 12.03.& 19.03.2019 Speaker: Maximilian Bischoff, inovex Mehr Tech-Vorträge: inovex.de/vortraege Mehr Tech-Artikel: inovex.de/blog

Azure IoT Edge

Es liegt in der Natur des Menschen das Unvorhersehbare vorherzusagen: Wetter, Aktienkurse, Krankheitsverläufe, die Reaktion eines Menschen. Neueste Deep Learning Ansätze sind in der Lage solche sequentielle Sachverhalte immer genauer zu prognostizieren, setzen aber auch immer größere Datenmengen und Rechenleistungen voraus, die sowohl in Forschung als auch in der Praxis häufig nicht vorliegen. Wie kann man gute Ergebnisse erreichen, wenn nur wenig Daten vorliegen? Marisa Mohr stellte in ihrem Vortrag einen neuen und vielversprechenden informationstheoretischen Ansatz zum Feature Learning von sequentiellen Daten vor, der potenziell auch mit wenigen Daten auskommt. Dabei ging es speziell um ordinale Muster in Zeitreihen, wie sie beispielsweise als Veränderung von Emotionen im Gesprächsverlauf zu finden sind. Eine solche Entwicklung ist für Menschen in der Regel leicht zu erkennen. Chatbots hingegen können nicht intuitiv auf solche Emotionsverläufe reagieren, sondern müssen entsprechend programmiert werden. Details: Deep-Learning-Ansätze wie LSTMs, RNNs oder TCNs haben sich im Umgang mit sequentiellen Daten bewährt. Neuronale Netzwerke sind tief im technischen Sinn, weil sie mehrere (verborgene) Schichten besitzen, aber nicht weil sie ein tiefes Verständnis von Problemen entwickeln. In diesem Vortrag stellte Marisa einen symbolischen informationstheoretischen Ansatz des Representation Learnings von Zeitreihen vor und damit eine Möglichkeit, konzeptionelle Schichten zu konstruieren. Die Idee hinter der sogenannten Permutationsentropie besteht darin, anstelle der Werte einer Zeitreihe die Ordnungsrelation zwischen den Werten zu betrachten, und so auf das natürliche Auf und Ab des zugrundeliegenden dynamischen Systems zurückzugreifen. Event: inovex Meetup: Das Unvorhersehbare vorhersagen: Zeitreihen und Chatbots, 26.03.2019 Speakerin: Marisa Mohr (inovex) Mehr Tech-Vorträge: inovex.de/vortraege Mehr Tech-Artikel: inovex.de/blog

Representation Learning von Zeitreihen

Representation Learning von Zeitreihen

Representation Learning von Zeitreihen

Menschliche Kommunikation folgt zwar einer ganzen Reihe von Regeln, diese lassen sich aber schwer formalisieren. Nicht zuletzt deshalb, weil in unseren Interaktionen immer auch eine Fülle von Welt- und implizitem Kontextwissen eine Rolle spielt. Rein regelbasierte Chatbots sind daher nicht nur äußert komplex in der Programmierung, sondern stoßen in vielen Anwendungsbereichen schnell an ihre Grenzen. In diesem Vortrag gab Anna Weißhaar einen Überblick über die aktuellen Lösungen und Herausforderungen im Bereich digitale Assistenten. Der Fokus lag dabei auf Ansätzen, die Chatbots „chatty“ machen, sie also möglichst adäquat auf im Voraus unbekannte Nutzereingaben reagieren zu lassen. Event: inovex Meetup: Das Unvorhersehbare vorhersagen: Zeitreihen und Chatbots, 26.03.2019 Speaker: Anna Weißhaar (inovex) Mehr Tech-Vorträge: inovex.de/vortraege Mehr Tech-Artikel: inovex.de/blog

Talk to me – Chatbots und digitale Assistenten

Talk to me – Chatbots und digitale Assistenten

Talk to me – Chatbots und digitale Assistenten

Nicht zuletzt durch die medienwirksame Erfolge des maschinellen Lernens durch DeepMind, OpenAI und Kollegen ist Künstliche Intelligenz im Moment wieder in aller Munde. Einerseits locken zahlreiche neue, vorher undenkbare Anwendungen wie die automatische Diagnose von Krankheiten, autonome Fahrzeuge und Drohnen, oder die automatische Übersetzung gesprochener Wörter. Andererseits warnen mahnenden Stimmen wird vor dem zunehmendem Einflussnahme der „Algorithmen“ auf fast alle Bereiche unseres Lebens sowie vor unerwünschten Folgen von sich verselbstständigenden Computern gewarnt. Einige träumen von – oder fürchten sich vor – der vermeintlich unausweichlichen Singularität, an der sich nichts weniger als das Schicksal der gesamten Menschheit entscheiden wird. Doch was verbirgt sich hinter dem Begriff Künstliche Intelligenz? Je nachdem, wen man fragt, erhält man unterschiedliche, bisweilen gegensätzliche Antworten. Dieser Vortrag stellt einige dieser Antworten vor und versucht sie (nicht nur) anhand von Beispielen aus Forschung und Anwendung einzuordnen. Event: Business Analytics Day, 07.03.2019 Speaker: Dr. Matthias Richter, Dr. Stefan Igel (inovex) Mehr Tech-Vorträge: inovex.de/vortraege Mehr Tech-Artikel: inovex.de/blog

Künstlich intelligent?

Künstlich intelligent?

Künstlich intelligent?

In den letzten drei Jahren haben wir die Infrastruktur der Fernseh-Plattform waipu.tv gebaut. Dabei haben wir angefangen Tools für den Betrieb in Golang zu schreiben. Aus einigen der Tools wurden Core-Services, die auch die Last einer Fußball-WM-Übertragung locker wegstecken. Wir wollen euch zeigen, wie wir mit der selben Tool-Chain (Golang & Co) Betriebs-Probleme lösen und kritische Business-Applikationen entwickeln. Klassisch DevOps oder Golden Hammer? Speaker: Christoph Petrausch, Igor Lankin (beide inovex) Event: DevOpsConference, 04.12.2018 Mehr Tech-Vorträge: inovex.de/vortraege Mehr Tech-Artikel: inovex.de/blog

Dev + Ops = Go

Das Android Open Source Project, kurz AOSP, ist das Betriebssystem, das auf den meisten heutigen und wahrscheinlich auch auf deinem Smartphone läuft. Es ist die Basis für das Android-App-Universum und wird von Millionen Nutzern und Entwicklern auf der Welt verwendet. Wegen der offenen Verfügbarkeit des Source Codes ist es auch die Basis für bekannte Custom ROMs wie LineageOS. Der erste Teil des Talks gab eine Übersicht über die Architektur des Betriebssystems, das App-Ökosystem, den Hardware Abstraction Layer (HAL), die Sicherheitskonzepte und einige neue Betriebssystementwicklungen wie Project Treble in Android 8.0. Der zweite Teil des Talks gab einen Einblick in den Quellcode und die Struktur des AOSP: Wie lädt man sich den Source Code herunter, wie baut man das AOSP für unterstützte Geräte und wie kann man die eigenen ROMs auf ein Smartphone flashen? Zum Spaß wurde auch noch in einige Implementierungsdetails von Android-App-API-Funktionen geblickt, die man als App Developer schon aufgerufen hat. Speaker: Stefan Lengfeld, inovex Event: inovex Meetup Köln, 23.10.2018 Mehr Tech-Vorträge: www.inovex.de/vortraege Mehr Tech-Artikel: www.inovex.de/blog

Das Android Open Source Project

Das Android Open Source Project

Das Android Open Source Project

Interpretable Machine Learning describes the process of revealing causes of predictions and explaining a derived decision in a way that is understandable to humans. The ability to understand the causes that lead to a certain prediction enables data scientists to ensure that the model is consistent to the domain knowledge of an expert. Furthermore, interpretability is critical to obtain trust in a model and to be able to tackle problems like unfair biases or discrimination against particular subgroups. This talk covers an introduction to the concept of interpretability and an overview of popular interpretability techniques. Speaker: Marcel Spitzer, inovex Event: Kaggle Munich Meetup, 20.11.2018 Mehr Tech-Vorträge: www.inovex.de/vortraege Mehr Tech-Artikel: www.inovex.de/blog

Machine Learning Interpretability

Machine Learning Interpretability

Machine Learning Interpretability

Online vehicle marketplaces are embracing artificial intelligence to ease the process of selling a vehicle on their platform. The tedious work of copying information from the vehicle registration document into some web form can be automated with the help of smart text-spotting systems, in which the seller takes a picture of the document, and the necessary information is extracted automatically. Florian Wilhelm details the components of a text-spotting system, including the subtasks of object detection and optical character recognition (OCR). Florian elaborates on the challenges of OCR in documents with various distortions and artifacts, which rule out off-the-shelf products for this task. After offering an overview of semisupervised learning based on generative adversarial networks (GANs), Florian evaluates the performance gains of this method compared to supervised learning. More specifically, for a varying amount of labeled data, he compares the accuracy of a convolution neural network (CNN) to a GANthat uses additional unlabeled data during the training phase, showing that GANs significantly outperform classical CNNs in use cases with a lack of labeled data. What you'll learn: Understand how semisupervised learning with GANs works Explore beneficial semisupervised methods based on GANs for use cases with a limited amount of labeled data Gain insight into an interesting OCR use case of an online vehicle marketplace Event: O'Reilly Artificial Intelligence Conference, London, 11.10.2018 Speaker: Dr. Florian Wilhelm Mehr Tech-Vorträge: www.inovex.de/vortraege Mehr Tech-Artikel: www.inovex.de/blog

Performance evaluation of GANs in a semisupervised OCR use case

Performance evaluation of GANs in a semisupervised OCR use case

Performance evaluation of GANs in a semisupervised OCR use case

IT im 21. Jahrhundert – What a time to be alive! Es gibt einen (unüberschaubaren) Zoo an Methoden und Produkten die uns so viel Freude an der Arbeit bereiten! Sie sind modern, weil sie neu sind. Sie fordern unser Können heraus, weil sie komplex sind. Sie lösen einige Probleme, die wir vorher nicht hatten. Jeder will sie verwenden, weil Google, Netflix & Co. sie propagieren und Hand auf’s Herz: Will nicht jeder gerne so arbeiten wie Google, Netflix & Co.? Aber macht das wirklich Sinn? In diesem Vortrag blicken wir auf diverse Erkenntnisse aus dem Einsatz agiler Produktentwicklung, DevOps, Continuous Integration/Delivery, Infrastructure as Code, Immutable Infrastructure (bspw. Docker/Kubernetes), Application Logging und Service Monitoring. Learning Goals: - Wir müssen den Einsatz von Methoden und Tools an die Menschen ausrichten, die sie (weiter-)entwickeln und benutzen sollen. - Manchmal lösen wir mit neuen Tools Probleme, die wir vorher nicht hatten. - Die Suche nach einfachen Lösungen für komplexe Probleme ist essentiell, aber nicht immer einfach. Event: Continuous Lifecycle, 15.11.2018 Speaker: Arnold Bechtoldt Mehr Tech-Vorträge: www.inovex.de/vortraege Mehr Tech-Artikel: www.inovex.de/blog

People & Products – Lessons learned from the daily IT madness

People & Products – Lessons learned from the daily IT madness

People & Products – Lessons learned from the daily IT madness

Pulumi (pulumi.io) offers an open source platform to create/manage and deploy your infrastructure in realy programming languages like JavaScript/TypeScript, Go and Python. As Cloud platforms the major 3 cloud providers are supported and additionally you can also use Pulumi with OpenStack and Kubernetes to deploy your applications in the cloud. In this talk we will take a look how Pulumi is different to traditional solutions like Terraform or the Cloud Provider specific solutions (e.g. CloudFormation). The main focus will be on deploying your services on top of Kubernetes. The talk will contain a little theory part about Pulumi, the rest of the talk is more focused on demos and practical parts. One focus of the talk is the difference of Pulumi to kubectl and helm (or to be precise how they complement each other. As a takeaway of this talk you should understand the basics of Pulumi and know what are the differences to the traditional deployment tools. Event: CNCF Meetup Hamburg & Stuttgart, 29.10.2018 & 07.11.2018 Speaker: Johannes M. Scheuermann, inovex Mehr Tech-Vorträge: https://www.inovex.de/de/content-pool/vortraege/ Mehr Tech-Artikel: https://www.inovex.de/blog/

Infrastructure as (real) Code – Manage your K8s resources with Pulumi

Infrastructure as (real) Code – Manage your K8s resources with Pulumi

Infrastructure as (real) Code – Manage your K8s resources with Pulumi

Mehr von inovex GmbH (20)

lldb – Debugger auf Abwegen

lldb – Debugger auf Abwegen

lldb – Debugger auf Abwegen

Are you sure about that?! Uncertainty Quantification in AI

Are you sure about that?! Uncertainty Quantification in AI

Are you sure about that?! Uncertainty Quantification in AI

Why natural language is next step in the AI evolution

Why natural language is next step in the AI evolution

Why natural language is next step in the AI evolution

WWDC 2019 Recap

WWDC 2019 Recap

WWDC 2019 Recap

Network Policies

Network Policies

Network Policies

Interpretable Machine Learning

Interpretable Machine Learning

Interpretable Machine Learning

Jenkins X – CI/CD in wolkigen Umgebungen

Jenkins X – CI/CD in wolkigen Umgebungen

Jenkins X – CI/CD in wolkigen Umgebungen

AI auf Edge-Geraeten

AI auf Edge-Geraeten

AI auf Edge-Geraeten

Prometheus on Kubernetes

Prometheus on Kubernetes

Prometheus on Kubernetes

Deep Learning for Recommender Systems

Deep Learning for Recommender Systems

Deep Learning for Recommender Systems

Azure IoT Edge

Representation Learning von Zeitreihen

Representation Learning von Zeitreihen

Representation Learning von Zeitreihen

Talk to me – Chatbots und digitale Assistenten

Talk to me – Chatbots und digitale Assistenten

Talk to me – Chatbots und digitale Assistenten

Künstlich intelligent?

Künstlich intelligent?

Künstlich intelligent?

Dev + Ops = Go

Das Android Open Source Project

Das Android Open Source Project

Das Android Open Source Project

Machine Learning Interpretability

Machine Learning Interpretability

Machine Learning Interpretability

Performance evaluation of GANs in a semisupervised OCR use case

Performance evaluation of GANs in a semisupervised OCR use case

Performance evaluation of GANs in a semisupervised OCR use case

People & Products – Lessons learned from the daily IT madness

People & Products – Lessons learned from the daily IT madness

People & Products – Lessons learned from the daily IT madness

Infrastructure as (real) Code – Manage your K8s resources with Pulumi

Infrastructure as (real) Code – Manage your K8s resources with Pulumi

Infrastructure as (real) Code – Manage your K8s resources with Pulumi

Kürzlich hochgeladen

Direct Style Effect Systems -The Print[A] Example- A Comprehension Aid

Direct Style Effect Systems -The Print[A] Example- A Comprehension Aid

Direct Style Effect Systems -The Print[A] Example- A Comprehension Aid

WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...

WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...

WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...

OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...

OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...

OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...

In today's dynamic e-commerce landscape, the payment gateway emerges as a linchpin, ensuring smooth and secure transactions between buyers and sellers. In this discourse, we delve into the meticulous process of devising test cases tailored for scrutinizing payment gateways. Crafting precise test cases for payment gateways is a quintessential responsibility for testers operating within the service industry. This article meticulously explores pivotal scenarios integral to how to test payment gateways, coupled with essential guidelines for drafting effective test cases.

Payment Gateway Testing Simplified_ A Step-by-Step Guide for Beginners.pdf

Payment Gateway Testing Simplified_ A Step-by-Step Guide for Beginners.pdf

Payment Gateway Testing Simplified_ A Step-by-Step Guide for Beginners.pdf

kalichargn70th171

We specialize in Psychic Readings, Psychic Love Spells, Binding Love Spells, Obsession Spells, Voodoo Spells, Lottery Spells, Marriage Spells, Black Magic Spells, Palm Readings & much more. Are you depressed? We perform this come-to-me love spell that works instantly with the aim of bringing back the victim to the person performing the magic. Have you lost your lover? We perform this come-to-me love spell that works instantly with the aim of bringing back the victim to the person performing the magic. Have you lost your lover? Do u need to solve any relationship problem? Contact the powerful spells caster chief kule with love spells that work overnight and love spells that really work. Have you found yourself infatuated with a special someone you think could be the one? Are you looking for a spell to provide them with a nudge in the right direction? Or maybe the spell you cast didn’t achieve the results you were hoping for? Whether you’re new or versed in the ways of spell casting, we’re here to help. Today we’re going to provide you with a detailed guide on the types of love spells to cast. Not only that but there’s something for those who wish to find outside advice from more advanced spell casters. We’re also going to provide you with the top sites available to help you with your dilemma. Let’s begin our journey by educating ourselves on love magic and what a real love caster looks like. Love Magic and Love Casters Love magic made its first appearance back in Ancient Egypt and has been an active practice since. This type of magic is a branch of traditional magic and can be practiced in various ways. Typically the more common use of love magic is through the work of spells, but other methods look like Charms Rituals-LOVE Potions-Dolls and even Amulets If you are interested in becoming a love caster, be prepared for what’s to come. A genuine love caster knows that the art of love casting is no easy feat and shouldn’t be done casually. You should know that not only does it require you to be gifted spiritually, but you must be ready to serve others. Someone who is considered a real love caster has experience in all manner of spells, no matter the difficulty. Training yourself in attraction, commitment, and marriage spells is an excellent place to start. But this by no means will make you a professional. Practice your craft and expand your knowledge; understand that you will possess the ability to help others in time truly. Types of Love Spells What better way to start broadening your experiences with love spells than by learning more about them? These spells work like just about any other spell. Simply apply your intention, use a medium (sigils, mantras, candles, or charm bags), and top it off with establishing the belief that you will receive what you want. So what kind of spells are available and which ones suit your needs the best? Let’s take a look at the many options you have at your disposal.

%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...

%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...

%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...

We specialize in Psychic Readings, Psychic Love Spells, Binding Love Spells, Obsession Spells, Voodoo Spells, Lottery Spells, Marriage Spells, Black Magic Spells, Palm Readings & much more. Are you depressed? We perform this come-to-me love spell that works instantly with the aim of Winnipeg back the victim to the person performing the magic. Have you lost your lover? We perform this come-to-me love spell that works instantly with the aim of bringing back the victim to the person performing the magic. Have you lost your lover? Do u need to solve any relationship problem? Contact the powerful spells caster chief kule with love spells that work overnight and love spells that really work. Have you found yourself infatuated with a special someone you think could be the one? Are you looking for a spell to provide them with a nudge in the right direction? Or maybe the spell you cast didn’t achieve the results you were hoping for? Whether you’re new or versed in the ways of spell casting, we’re here to help. Today we’re going to provide you with a detailed guide on the types of love spells to cast. Not only that but there’s something for those who wish to find outside advice from more advanced spell casters. We’re also going to provide you with the top sites available to help you with your dilemma. Let’s begin our journey by educating ourselves on love magic and what a real love caster looks like. Love Magic and Love Casters Love magic made its first appearance back in Ancient Egypt and has been an active practice since. This type of magic is a branch of traditional magic and can be practiced in various ways. Typically the more common use of love magic is through the work of spells, but other methods look like Charms Rituals-LOVE Potions-Dolls and even Amulets If you are interested in becoming a love caster, be prepared for what’s to come. A genuine love caster knows that the art of love casting is no easy feat and shouldn’t be done casually. You should know that not only does it require you to be gifted spiritually, but you must be ready to serve others. Someone who is considered a real love caster has experience in all manner of spells, no matter the difficulty. Training yourself in attraction, commitment, and marriage spells is an excellent place to start. But this by no means will make you a professional. Practice your craft and expand your knowledge; understand that you will possess the ability to help others in time truly. Types of Love Spells What better way to start broadening your experiences with love spells than by learning more about them? These spells work like just about any other spell. Simply apply your intention, use a medium (sigils, mantras, candles, or charm bags), and top it off with establishing the belief that you will receive what you want. So what kind of spells are available and which ones suit your needs the best? Let’s take a look at the many options you have at your disposal. Attraction Spells

%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...

%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...

%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...

WSO2CON2024 - It's time to go Platformless

WSO2CON2024 - It's time to go Platformless

WSO2CON2024 - It's time to go Platformless

%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein

%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein

%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein

WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation

WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation

WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation

At the recent Microsoft Ignite 2023 conference, Microsoft unveiled a groundbreaking strategy that will redefine enterprise work management. The plan involves integrating Microsoft’s key planning tools, Microsoft To Do, Microsoft Planner, and Microsoft Project for the web into a unified experience called “Microsoft Planner.” What does this new strategy from Microsoft mean for current users? Join us and learn how best to take advantage of this announcement while gaining a clear path on how to elevate the current state of Microsoft Planner from a basic task manager to a comprehensive tool for Enterprise Work Management using OnePlan. Learn how OnePlan’s integration with Microsoft Planner allows for strategic alignment with business goals through advanced features like strategic planning, portfolio management, resource management, financial management, and more!

Introducing Microsoft’s new Enterprise Work Management (EWM) Solution

Introducing Microsoft’s new Enterprise Work Management (EWM) Solution

Introducing Microsoft’s new Enterprise Work Management (EWM) Solution

OnePlan Solutions

(Vivek)Call Us, 8448380779,Call girls in Delhi NCr – We Offer best in class call girls. escort Service At Affordable Price At low Rate with Space Night 8000 We Are One Of The Oldest Escort and Call girls Agencies in Delhi. You Will Find That Our Female Escorts Are Full Of Fun, Sexy And They Would Love Enjoy Your Company. We Have A Fantastic Selection Of Escort Ladies Available For In-Calls As Well As Out-Calls. Our Escorts Are Not Only Beautiful But All Have Great Personalities Making Them The Perfect Companion For Any Occasion. In-Call:- You Can Come At Our Place in Delhi Our place Which Is Very Clean Hygienic 100% safe Accommodation. Out-Call:- You have To Come Pick The Girl From My Place We Are Also Provide Door Step Services (Delhi Ncr, Noida, Gurgaon, Faridabad, Ghaziabad Note:- Pic Collectors Time Passers Bargainers Stay Away As We Respect The Value For Your Money Time And Expect The Same From You Hygienic:- Full Ac room And Clean Rooms Available In Hotel 24 * 7 Hourly In Delhi NCR More Details, With WhatsApp Number, +91-8448380779

call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️

call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️

call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️

Delhi Call girls

The title is not connected to what is inside

The title is not connected to what is inside

The title is not connected to what is inside

shinachiaurasa2

Model Call Girl Services in Delhi reach out to us at 🔝 9953056974 🔝✔️✔️ Our agency presents a selection of young, charming call girls available for bookings at Oyo Hotels. Experience high-class escort services at pocket-friendly rates, with our female escorts exuding both beauty and a delightful personality, ready to meet your desires. Whether it's Housewives, College girls, Russian girls, Muslim girls, or any other preference, we offer a diverse range of options to cater to your tastes. We provide both in-call and out-call services for your convenience. Our in-call location in Delhi ensures cleanliness, hygiene, and 100% safety, while our out-call services offer doorstep delivery for added ease. We value your time and money, hence we kindly request pic collectors, time-passers, and bargain hunters to refrain from contacting us. Our services feature various packages at competitive rates: One shot: ₹2000/in-call, ₹5000/out-call Two shots with one girl: ₹3500/in-call, ₹6000/out-call Body to body massage with sex: ₹3000/in-call Full night for one person: ₹7000/in-call, ₹10000/out-call Full night for more than 1 person: Contact us at 🔝 9953056974 🔝. for details Operating 24/7, we serve various locations in Delhi, including Green Park, Lajpat Nagar, Saket, and Hauz Khas near metro stations. For premium call girl services in Delhi 🔝 9953056974 🔝. Thank you for considering us!

CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE

CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE

CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE

9953056974 Low Rate Call Girls In Saket, Delhi NCR

In the past six months, the AI landscape has undergone a massive transformation, ushering in a new era of productivity with the latest in Large Language Models (LLMs) and AI technology. This deep dive unlocks how to: Create CustomGPT Models: No coding needed to tailor AI for your unique projects. Integrate your own data, including PDFs and Excel sheets, making information handling a breeze. Plus, discover how to call your own actions/integrations for even more personalized utility. Navigate Advanced Prompting: Overcome AI's memory limits and utilize Retrieval-Augmented Generation for accessing your personalized data, streamlining how you interact with AI. Stay Ahead with AI Trends: Peek into the evolving world of LLMs, featuring newcomers like Google Gemini, Anthropic Claude, Open Sora, and Twitter Grok, and understand what their advancements mean for your productivity. Witness Real-Life Transformations: Through examples and prompt demonstrations, see firsthand how these AI strategies revolutionize routine tasks, from data analysis to content creation. Learn to leverage image output and input for advanced practical use cases, adding a new dimension to your productivity toolkit. No previous coding or AI experience is needed for this talk. Stay ahead in the fast-evolving world of work. Embrace the AI revolution and transform your workflow with advanced LLM techniques. Join us to ensure you're not left behind in the productivity race.

AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques

AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques

AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques

VictorSzoltysek

(Vivek)Call Us, 8448380779,Call girls in Delhi NCr – We Offer best in class call girls. escort Service At Affordable Price At low Rate with Space Night 8000 We Are One Of The Oldest Escort and Call girls Agencies in Delhi. You Will Find That Our Female Escorts Are Full Of Fun, Sexy And They Would Love Enjoy Your Company. We Have A Fantastic Selection Of Escort Ladies Available For In-Calls As Well As Out-Calls. Our Escorts Are Not Only Beautiful But All Have Great Personalities Making Them The Perfect Companion For Any Occasion. In-Call:- You Can Come At Our Place in Delhi Our place Which Is Very Clean Hygienic 100% safe Accommodation. Out-Call:- You have To Come Pick The Girl From My Place We Are Also Provide Door Step Services (Delhi Ncr, Noida, Gurgaon, Faridabad, Ghaziabad Note:- Pic Collectors Time Passers Bargainers Stay Away As We Respect The Value For Your Money Time And Expect The Same From You Hygienic:- Full Ac room And Clean Rooms Available In Hotel 24 * 7 Hourly In Delhi NCR More Details, With WhatsApp Number, +91-8448380779

call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️

call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️

call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️

Delhi Call girls

%in tembisa+277-882-255-28 abortion pills for sale in tembisa

%in tembisa+277-882-255-28 abortion pills for sale in tembisa

%in tembisa+277-882-255-28 abortion pills for sale in tembisa

We specialize in Psychic Readings, Psychic Love Spells, Binding Love Spells, Obsession Spells, Voodoo Spells, Lottery Spells, Marriage Spells, Black Magic Spells, Palm Readings & much more. Are you depressed? We perform this come-to-me love spell that works instantly with the aim of bringing back the victim to the person performing the magic. Have you lost your lover? We perform this come-to-me love spell that works instantly with the aim of bringing back the victim to the person performing the magic. Have you lost your lover? Do u need to solve any relationship problem? Contact the powerful spells caster chief kule with love spells that work overnight and love spells that really work. Have you found yourself infatuated with a special someone you think could be the one? Are you looking for a spell to provide them with a nudge in the right direction? Or maybe the spell you cast didn’t achieve the results you were hoping for? Whether you’re new or versed in the ways of spell casting, we’re here to help. Today we’re going to provide you with a detailed guide on the types of love spells to cast. Not only that but there’s something for those who wish to find outside advice from more advanced spell casters. We’re also going to provide you with the top sites available to help you with your dilemma. Let’s begin our journey by educating ourselves on love magic and what a real love caster looks like. Love Magic and Love Casters Love magic made its first appearance back in Ancient Egypt and has been an active practice since. This type of magic is a branch of traditional magic and can be practiced in various ways. Typically the more common use of love magic is through the work of spells, but other methods look like Charms Rituals-LOVE Potions-Dolls and even Amulets If you are interested in becoming a love caster, be prepared for what’s to come. A genuine love caster knows that the art of love casting is no easy feat and shouldn’t be done casually. You should know that not only does it require you to be gifted spiritually, but you must be ready to serve others. Someone who is considered a real love caster has experience in all manner of spells, no matter the difficulty. Training yourself in attraction, commitment, and marriage spells is an excellent place to start. But this by no means will make you a professional. Practice your craft and expand your knowledge; understand that you will possess the ability to help others in time truly. Types of Love Spells What better way to start broadening your experiences with love spells than by learning more about them? These spells work like just about any other spell. Simply apply your intention, use a medium (sigils, mantras, candles, or charm bags), and top it off with establishing the belief that you will receive what you want. So what kind of spells are available and which ones suit your needs the best? Let’s take a look at the many options you have at your disposal.

%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...

%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...

%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...

%in kempton park+277-882-255-28 abortion pills for sale in kempton park

%in kempton park+277-882-255-28 abortion pills for sale in kempton park

%in kempton park+277-882-255-28 abortion pills for sale in kempton park

Data spaces in distributed environments should be allowed to evolve in agile ways providing data space owners with large flexibility about which data they store. Agility and heterogeneity, however, jeopardize data exchanges because representations may build on varying ontologies and data consumers may not rely on the semantic correctness of their queries in the context of semantically heterogeneous, evolving data spaces. Graph data spaces are one example of a powerful model for representing and querying data whose semantics may change over time. To assert and enforce conditions on individual graph data spaces, shape languages (e.g SHACL) have been developed. We investigate the question of how querying and programming can be guarded by reasoning over SHACL constraints in a distributed setting and we sketch a picture of how a future landscape based on semantically heterogeneous data spaces might look like.

Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...

Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...

Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...

%in Soweto+277-882-255-28 abortion pills for sale in soweto

%in Soweto+277-882-255-28 abortion pills for sale in soweto

%in Soweto+277-882-255-28 abortion pills for sale in soweto

Kürzlich hochgeladen (20)

Direct Style Effect Systems -The Print[A] Example- A Comprehension Aid

Direct Style Effect Systems -The Print[A] Example- A Comprehension Aid

Direct Style Effect Systems -The Print[A] Example- A Comprehension Aid

WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...

WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...

WSO2Con2024 - From Code To Cloud: Fast Track Your Cloud Native Journey with C...

OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...

OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...

OpenChain - The Ramifications of ISO/IEC 5230 and ISO/IEC 18974 for Legal Pro...

Payment Gateway Testing Simplified_ A Step-by-Step Guide for Beginners.pdf

Payment Gateway Testing Simplified_ A Step-by-Step Guide for Beginners.pdf

Payment Gateway Testing Simplified_ A Step-by-Step Guide for Beginners.pdf

%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...

%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...

%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...

%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...

%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...

%+27788225528 love spells in Huntington Beach Psychic Readings, Attraction sp...

WSO2CON2024 - It's time to go Platformless

WSO2CON2024 - It's time to go Platformless

WSO2CON2024 - It's time to go Platformless

%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein

%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein

%in Stilfontein+277-882-255-28 abortion pills for sale in Stilfontein

WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation

WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation

WSO2Con2024 - WSO2's IAM Vision: Identity-Led Digital Transformation

Introducing Microsoft’s new Enterprise Work Management (EWM) Solution

Introducing Microsoft’s new Enterprise Work Management (EWM) Solution

Introducing Microsoft’s new Enterprise Work Management (EWM) Solution

call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️

call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️

call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️

The title is not connected to what is inside

The title is not connected to what is inside

The title is not connected to what is inside

CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE

CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE

CHEAP Call Girls in Pushp Vihar (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE

AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques

AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques

AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques

call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️

call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️

call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️

%in tembisa+277-882-255-28 abortion pills for sale in tembisa

%in tembisa+277-882-255-28 abortion pills for sale in tembisa

%in tembisa+277-882-255-28 abortion pills for sale in tembisa

%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...

%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...

%+27788225528 love spells in new york Psychic Readings, Attraction spells,Bri...

%in kempton park+277-882-255-28 abortion pills for sale in kempton park

%in kempton park+277-882-255-28 abortion pills for sale in kempton park

%in kempton park+277-882-255-28 abortion pills for sale in kempton park

Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...

Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...

Shapes for Sharing between Graph Data Spaces - and Epistemic Querying of RDF-...

%in Soweto+277-882-255-28 abortion pills for sale in soweto

%in Soweto+277-882-255-28 abortion pills for sale in soweto

%in Soweto+277-882-255-28 abortion pills for sale in soweto

Bootstrapping Forman with Vagrant - Setting up a local Provision & Deployment Infrastructure

1. Bootstrapping Foreman with Vagrant Setting up a local Provision & Deployment Infrastructure Arnold Bechtoldt Karlsruhe, 07.07.2015

2. Arnold Bechtoldt Systems Engineer @ inovex GmbH (Germany) 〉  Infrastructure Management 〉  High Availability 〉  Open Source Software Contributor 〉  Blog & Slides at arbe.io & inovex.de 2

3. 1.  Foreman in General 2.  Vagrant Deployment Strategy 3.  Hands on: Demo 4.  Q&A Agenda 3

4. Foreman in General http://www.lifeofpix.com/gallery/tools-3/

5. 〉  Lifecycle management platform 〉  Provision bare-metal & virtual infrastructure 〉  Network-based (PXE) & image-based deployments 〉  Interacts with system management tools (Puppet, SaltStack) 〉  Integrates in your existing environment Foreman in General 5

6. Vagrant Deployment Strategy

7. 1.  Download puppetlabs/centos-7.0-64-puppet image 2.  Create VirtualBox VMs 3.  Provision network (host-only) & Upstream network (NAT) 4.  Fully automated software installation with Puppet 5.  Gitlab & Jenkins VMs for Puppet code distribution Vagrant Deployment Strategy 7

8. Hands on: Demo

10. Thank You! Arnold Bechtoldt IT Engineering & Operations inovex GmbH Ludwig-Erhard-Allee 6 76131 Karlsruhe (GER) arnold.bechtoldt@inovex.de CC BY-NC-ND inovex.de +ArnoldBechtoldtGER github.com/bechtoldt arbe.io youtube.com/ inovexGmbH