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IT PROJECT HOUSE
We are in the midst of a digital revolution, one which is fundamentally altering the economic and social landscape. Digitally enhanced business models, digital consumers and digital employees require methods, technologies and thought processes which go beyondthe traditional.
INOVEX GMBH: IT-DIENSTLEISTUNG inovex ist ein innovations- und qualitätsgetriebenes IT-Projekthaus mit dem Leistungsschwerpunkt „Digitale Transformation“. DEEP LEARNING ON BAD TIME SERIES DATA: CORRUPT, SPARSESEE MORE ONINOVEX.DE
THE EDGE IS NEAR: AN INTRODUCTION TO EDGE COMPUTING The above picture shows a typical Edge Computing architecture. It is defined by a hierarchy of computing power and latency, both of which are highest on the top level and decreasing downwards. PROGRESSIVE WEB APPS VS. WEBAPKS: EXPLAINED What is a WebAPK? WebAPKs are Google’s latest effort to integrate Progressive Web Apps even deeper into the Android mobile operating system.. The idea is that a Progressive Web App can be packaged to an APK (Android application package) by a back-end Chrome server, which will then be downloaded and installed on the Android device, in order to make web applications a ‘first-class’ DEPLOYING WINDOWS SERVER WITH FOREMAN IN VSPHERE Here we make use of Fog, a library that provides management of virtual resources for private and public IaaS/SaaS (a.k.a. Cloud) providers. With the most recent release of Foreman, we get Fog 1.32 which is also listed in the Foreman 1.9 changelog.The VMware customization feature modifies the guest operating system of a newly created virtual machine to prevent having hosts in a network MACHINE LEARNING ON THE EDGE FOR PARKING GUIDANCE SYSTEMSSEE MORE ONINOVEX.DE
BUILDING A GRAPHQL EXAMPLE APPLICATION WITH GOLANG Why 99designs/gqlgen and not graphql-go/graphql? At the time of writing this article the 99designs/gqlgen library has around 5k Github stars vs 6.9k stars for graphql-go/graphql, and the latter is most likely the first link you’ll find when you Google for “go graphql”.While the number of Github stars is only a loose indication of how popular a library is, in this case both of them have a A COMPARISON OF MINIMALISTIC DOCKER OPERATING SYSTEMS The first time you try Ubuntu Core you will notice that you need an Ubuntu account.The Ubuntu account will be used for the initial provisioning of the ssh keys.. RancherOS. When we started the RancherOS project, we set out to build a minimalist Linux distributionthat
ANOMALY DETECTION: (DIS-)ADVANTAGES OF K-MEANS CLUSTERING In the previous post we talked about network anomaly detection in general and introduced a clustering approach using the very popular k-means algorithm. In this blog post we will show you some of the advantages and disadvantages of using k-means. Furthermore we will give a general overview about techniques other than clustering which can be used for anomaly detection.IT PROJECT HOUSE
We are in the midst of a digital revolution, one which is fundamentally altering the economic and social landscape. Digitally enhanced business models, digital consumers and digital employees require methods, technologies and thought processes which go beyondthe traditional.
INOVEX GMBH: IT-DIENSTLEISTUNG inovex ist ein innovations- und qualitätsgetriebenes IT-Projekthaus mit dem Leistungsschwerpunkt „Digitale Transformation“. DEEP LEARNING ON BAD TIME SERIES DATA: CORRUPT, SPARSESEE MORE ONINOVEX.DE
THE EDGE IS NEAR: AN INTRODUCTION TO EDGE COMPUTING The above picture shows a typical Edge Computing architecture. It is defined by a hierarchy of computing power and latency, both of which are highest on the top level and decreasing downwards. PROGRESSIVE WEB APPS VS. WEBAPKS: EXPLAINED What is a WebAPK? WebAPKs are Google’s latest effort to integrate Progressive Web Apps even deeper into the Android mobile operating system.. The idea is that a Progressive Web App can be packaged to an APK (Android application package) by a back-end Chrome server, which will then be downloaded and installed on the Android device, in order to make web applications a ‘first-class’ DEPLOYING WINDOWS SERVER WITH FOREMAN IN VSPHERE Here we make use of Fog, a library that provides management of virtual resources for private and public IaaS/SaaS (a.k.a. Cloud) providers. With the most recent release of Foreman, we get Fog 1.32 which is also listed in the Foreman 1.9 changelog.The VMware customization feature modifies the guest operating system of a newly created virtual machine to prevent having hosts in a network MACHINE LEARNING ON THE EDGE FOR PARKING GUIDANCE SYSTEMSSEE MORE ONINOVEX.DE
BUILDING A GRAPHQL EXAMPLE APPLICATION WITH GOLANG Why 99designs/gqlgen and not graphql-go/graphql? At the time of writing this article the 99designs/gqlgen library has around 5k Github stars vs 6.9k stars for graphql-go/graphql, and the latter is most likely the first link you’ll find when you Google for “go graphql”.While the number of Github stars is only a loose indication of how popular a library is, in this case both of them have a A COMPARISON OF MINIMALISTIC DOCKER OPERATING SYSTEMS The first time you try Ubuntu Core you will notice that you need an Ubuntu account.The Ubuntu account will be used for the initial provisioning of the ssh keys.. RancherOS. When we started the RancherOS project, we set out to build a minimalist Linux distributionthat
ANOMALY DETECTION: (DIS-)ADVANTAGES OF K-MEANS CLUSTERING In the previous post we talked about network anomaly detection in general and introduced a clustering approach using the very popular k-means algorithm. In this blog post we will show you some of the advantages and disadvantages of using k-means. Furthermore we will give a general overview about techniques other than clustering which can be used for anomaly detection. THE EDGE IS NEAR: AN INTRODUCTION TO EDGE COMPUTING Edge Computing has been a growing topic for the past few years. In this article we'll give you an overview over Edge Computing, discuss its advantages, explain a sample architecture as well as the classes of use cases it can be applied to. FEDERATED LEARNING: FRAMEWORKS FOR DECENTRALIZED PRIVATE This blogpost evaluates three different Federated Learning frameworks and the concepts they use to achieve a collaborative training. With Federated Learning, numerous previously unusable sensitive data sources now can be used for collaborative Machine Learning. FEDERATED LEARNING: A GUIDE TO COLLABORATIVE TRAINING WITH Nowadays, access to high-quality real-world data has a major impact on the success of data-driven projects, as the quality of a Machine Learning solution strongly depends on USING HASHICORP VAULT WITH TERRAFORM In this post we will show you how we manage our HashiCorp Vault in a complex environment with many secrets, policies and Private Key Infrastructures (PKIs) using Terraform. Come join us on the journey from barely maintainable bash scripts to terraform and learn from ourexperience.
HOW TO MANAGE MACHINE LEARNING MODELS In the past few moths a slew of Machine Learning management platforms arose. In this article we have a look at ModelDB which supports data scientists by keeping track of models, datasources and parameters. If you use scikit-learn or SparkML it promises easy integration and offers additional visualisation tools. KUBERNETES SECURITY FUNDAMENTALS Dieses Training betrachtet die Security-Aspekte des gesamten Cluster Lifecycles: von initialer Konfiguration und Deployment, über Betrieb, bis hin zum Umgang mit neu entdeckten bzw. veröffentlichten Schwachstellen (CVEs). Zudem wird thematisiert, wie Deployment Pipelines für SaaS-Produkte designt werden können, um typische Supply-Chain-Angriffe zu verhindern. SPINNAKER VS. ARGO CD VS. TEKTON VS. JENKINS X: CLOUD With tools like Kubernetes becoming essential, there is high demand for cloud-native CI/CD. Many tools try to offer solutions―in this blog post, we’ll have a look at four of them: Spinnaker, Argo CD, Tekton Pipelines and Jenkins X. We introduce their inner workings and how they help you to perform CI/CD in the cloud. ANOMALY DETECTION: (DIS-)ADVANTAGES OF K-MEANS CLUSTERING In the previous post we talked about network anomaly detection in general and introduced a clustering approach using the very popular k-means algorithm. In this blog post we will show you some of the advantages and disadvantages of using k-means. Furthermore we will give a general overview about techniques other than clustering which can be used for anomaly detection. AZURE AUTOMATION: AUTOMATE YOUR TABULAR MODEL REFRESH This article shows how to refresh an Analysis Services Tabular Model which is hosted on Microsoft Azure regularly and automatically using Azure automation. A Tabular Model is an in-memory Analysis Services database which can be used by several USING THE COMMAND LINE TO CHECK REDIS HEALTH redis-CLI basics. Using redis-cli to check database health sounds easy and, in fact, it is: A simple redis-cli PING on the Redis host returns a PONG.This does not look very reliable, but it is.IT PROJECT HOUSE
We are in the midst of a digital revolution, one which is fundamentally altering the economic and social landscape. Digitally enhanced business models, digital consumers and digital employees require methods, technologies and thought processes which go beyondthe traditional.
INOVEX GMBH: IT-DIENSTLEISTUNG inovex ist ein innovations- und qualitätsgetriebenes IT-Projekthaus mit dem Leistungsschwerpunkt „Digitale Transformation“. A COMPARISON OF MINIMALISTIC DOCKER OPERATING SYSTEMS The first time you try Ubuntu Core you will notice that you need an Ubuntu account.The Ubuntu account will be used for the initial provisioning of the ssh keys.. RancherOS. When we started the RancherOS project, we set out to build a minimalist Linux distributionthat
DEEP LEARNING ON BAD TIME SERIES DATA: CORRUPT, SPARSESEE MORE ONINOVEX.DE
MACHINE LEARNING ON THE EDGE FOR PARKING GUIDANCE SYSTEMSSEE MORE ONINOVEX.DE
DEPLOYING WINDOWS SERVER WITH FOREMAN IN VSPHERE Here we make use of Fog, a library that provides management of virtual resources for private and public IaaS/SaaS (a.k.a. Cloud) providers. With the most recent release of Foreman, we get Fog 1.32 which is also listed in the Foreman 1.9 changelog.The VMware customization feature modifies the guest operating system of a newly created virtual machine to prevent having hosts in a network THE EDGE IS NEAR: AN INTRODUCTION TO EDGE COMPUTING The above picture shows a typical Edge Computing architecture. It is defined by a hierarchy of computing power and latency, both of which are highest on the top level and decreasing downwards. PROGRESSIVE WEB APPS VS. WEBAPKS: EXPLAINED What is a WebAPK? WebAPKs are Google’s latest effort to integrate Progressive Web Apps even deeper into the Android mobile operating system.. The idea is that a Progressive Web App can be packaged to an APK (Android application package) by a back-end Chrome server, which will then be downloaded and installed on the Android device, in order to make web applications a ‘first-class’ BUILDING A GRAPHQL EXAMPLE APPLICATION WITH GOLANG Why 99designs/gqlgen and not graphql-go/graphql? At the time of writing this article the 99designs/gqlgen library has around 5k Github stars vs 6.9k stars for graphql-go/graphql, and the latter is most likely the first link you’ll find when you Google for “go graphql”.While the number of Github stars is only a loose indication of how popular a library is, in this case both of them have a ANOMALY DETECTION: (DIS-)ADVANTAGES OF K-MEANS CLUSTERING In the previous post we talked about network anomaly detection in general and introduced a clustering approach using the very popular k-means algorithm. In this blog post we will show you some of the advantages and disadvantages of using k-means. Furthermore we will give a general overview about techniques other than clustering which can be used for anomaly detection.IT PROJECT HOUSE
We are in the midst of a digital revolution, one which is fundamentally altering the economic and social landscape. Digitally enhanced business models, digital consumers and digital employees require methods, technologies and thought processes which go beyondthe traditional.
INOVEX GMBH: IT-DIENSTLEISTUNG inovex ist ein innovations- und qualitätsgetriebenes IT-Projekthaus mit dem Leistungsschwerpunkt „Digitale Transformation“. A COMPARISON OF MINIMALISTIC DOCKER OPERATING SYSTEMS The first time you try Ubuntu Core you will notice that you need an Ubuntu account.The Ubuntu account will be used for the initial provisioning of the ssh keys.. RancherOS. When we started the RancherOS project, we set out to build a minimalist Linux distributionthat
DEEP LEARNING ON BAD TIME SERIES DATA: CORRUPT, SPARSESEE MORE ONINOVEX.DE
MACHINE LEARNING ON THE EDGE FOR PARKING GUIDANCE SYSTEMSSEE MORE ONINOVEX.DE
DEPLOYING WINDOWS SERVER WITH FOREMAN IN VSPHERE Here we make use of Fog, a library that provides management of virtual resources for private and public IaaS/SaaS (a.k.a. Cloud) providers. With the most recent release of Foreman, we get Fog 1.32 which is also listed in the Foreman 1.9 changelog.The VMware customization feature modifies the guest operating system of a newly created virtual machine to prevent having hosts in a network THE EDGE IS NEAR: AN INTRODUCTION TO EDGE COMPUTING The above picture shows a typical Edge Computing architecture. It is defined by a hierarchy of computing power and latency, both of which are highest on the top level and decreasing downwards. PROGRESSIVE WEB APPS VS. WEBAPKS: EXPLAINED What is a WebAPK? WebAPKs are Google’s latest effort to integrate Progressive Web Apps even deeper into the Android mobile operating system.. The idea is that a Progressive Web App can be packaged to an APK (Android application package) by a back-end Chrome server, which will then be downloaded and installed on the Android device, in order to make web applications a ‘first-class’ BUILDING A GRAPHQL EXAMPLE APPLICATION WITH GOLANG Why 99designs/gqlgen and not graphql-go/graphql? At the time of writing this article the 99designs/gqlgen library has around 5k Github stars vs 6.9k stars for graphql-go/graphql, and the latter is most likely the first link you’ll find when you Google for “go graphql”.While the number of Github stars is only a loose indication of how popular a library is, in this case both of them have a ANOMALY DETECTION: (DIS-)ADVANTAGES OF K-MEANS CLUSTERING In the previous post we talked about network anomaly detection in general and introduced a clustering approach using the very popular k-means algorithm. In this blog post we will show you some of the advantages and disadvantages of using k-means. Furthermore we will give a general overview about techniques other than clustering which can be used for anomaly detection. KUBERNETES SECURITY FUNDAMENTALS Dieses Training betrachtet die Security-Aspekte des gesamten Cluster Lifecycles: von initialer Konfiguration und Deployment, über Betrieb, bis hin zum Umgang mit neu entdeckten bzw. veröffentlichten Schwachstellen (CVEs). Zudem wird thematisiert, wie Deployment Pipelines für SaaS-Produkte designt werden können, um typische Supply-Chain-Angriffe zu verhindern. THE EDGE IS NEAR: AN INTRODUCTION TO EDGE COMPUTING Edge Computing has been a growing topic for the past few years. In this article we'll give you an overview over Edge Computing, discuss its advantages, explain a sample architecture as well as the classes of use cases it can be applied to. USING THE COMMAND LINE TO CHECK REDIS HEALTH redis-CLI basics. Using redis-cli to check database health sounds easy and, in fact, it is: A simple redis-cli PING on the Redis host returns a PONG.This does not look very reliable, but it is. USING HASHICORP VAULT WITH TERRAFORM In this post we will show you how we manage our HashiCorp Vault in a complex environment with many secrets, policies and Private Key Infrastructures (PKIs) using Terraform. Come join us on the journey from barely maintainable bash scripts to terraform and learn from ourexperience.
HOW TO MANAGE MACHINE LEARNING MODELS In the past few moths a slew of Machine Learning management platforms arose. In this article we have a look at ModelDB which supports data scientists by keeping track of models, datasources and parameters. If you use scikit-learn or SparkML it promises easy integration and offers additional visualisation tools. SPINNAKER VS. ARGO CD VS. TEKTON VS. JENKINS X: CLOUD With tools like Kubernetes becoming essential, there is high demand for cloud-native CI/CD. Many tools try to offer solutions―in this blog post, we’ll have a look at four of them: Spinnaker, Argo CD, Tekton Pipelines and Jenkins X. We introduce their inner workings and how they help you to perform CI/CD in the cloud. ANOMALY DETECTION: (DIS-)ADVANTAGES OF K-MEANS CLUSTERING In the previous post we talked about network anomaly detection in general and introduced a clustering approach using the very popular k-means algorithm. In this blog post we will show you some of the advantages and disadvantages of using k-means. Furthermore we will give a general overview about techniques other than clustering which can be used for anomaly detection. FEDERATED LEARNING: A GUIDE TO COLLABORATIVE TRAINING WITH Nowadays, access to high-quality real-world data has a major impact on the success of data-driven projects, as the quality of a Machine Learning solution strongly depends on FEDERATED LEARNING: FRAMEWORKS FOR DECENTRALIZED PRIVATE This blogpost evaluates three different Federated Learning frameworks and the concepts they use to achieve a collaborative training. With Federated Learning, numerous previously unusable sensitive data sources now can be used for collaborative Machine Learning. AZURE AUTOMATION: AUTOMATE YOUR TABULAR MODEL REFRESH This article shows how to refresh an Analysis Services Tabular Model which is hosted on Microsoft Azure regularly and automatically using Azure automation. A Tabular Model is an in-memory Analysis Services database which can be used by several INOVEX GMBH: IT-DIENSTLEISTUNG Das ist inovex. Wir befinden uns mitten in einer digitalen Transformation, die Wirtschaft und Gesellschaft grundlegend umformt. Digital angereicherte Geschäftsmodelle, digitale Konsumenten und digitale Mitarbeiter verlangen andere Methoden, Technologien und Denkweisen als die klassische Welt. Unternehmen müssen handeln, wennsie weiterhin
WWW.INOVEX.DETRANSLATE THIS PAGE 1. docker volume create --driver quobyte --name MyDockerVol --opt user=docker --opt group=docker. This command for example will create a persistent storage volume (in this case with Quobyte) , the owner of the Volume is user “docker” and the group “docker”. Per default these optional values are defined as root.IT-DIENSTLEISTUNG
Folgende Punkte können dabei helfen: 1. Erholt starten. Vor der Retrospektive kann es helfen, eine kurze Pause einzulegen. Grundsätzlich sollte man remote mehr Pausen einplanen, da die Konzentration kürzer anhält. Am besten kurz aufstehen, durchlüften,sich etwas zu
COMPARING CLOUD PROVIDERS: AMAZON VS. GOOGLE VS. MICROSOFT The criterion Sizing is based on the number and range of supported instance types. Amazon offers many instance types (29) where customers can choose between 1–32 CPUs and 0.5–244 GB RAM. Google only offers 18 different types with 1–32 CPUs and 0.6–208GB RAM. A COMPARISON OF MINIMALISTIC DOCKER OPERATING SYSTEMS The first time you try Ubuntu Core you will notice that you need an Ubuntu account.The Ubuntu account will be used for the initial provisioning of the ssh keys.. RancherOS. When we started the RancherOS project, we set out to build a minimalist Linux distributionthat
PROGRESSIVE WEB APPS VS. WEBAPKS: EXPLAINED What is a WebAPK? WebAPKs are Google’s latest effort to integrate Progressive Web Apps even deeper into the Android mobile operating system.. The idea is that a Progressive Web App can be packaged to an APK (Android application package) by a back-end Chrome server, which will then be downloaded and installed on the Android device, in order to make web applications a ‘first-class’ DEPLOYING WINDOWS SERVER WITH FOREMAN IN VSPHERE The first step to prepare Windows deployment is to add a new compute resource of type „VMware“: Here we make use of Fog, a library that provides management of virtual resources for private and public IaaS/SaaS (a.k.a. Cloud) providers. With the most recent release of Foreman, we get Fog 1.32 which is also listed in the Foreman 1.9changelog.
IT-DIENSTLEISTUNG
IT-DIENSTLEISTUNG
Maximilian Franz. Recently, there has been a surge in interest in what is called Causal Inference. It is, however, not always clear what is meant by the term and what the respective methods can actually do. This post gives a high-level overview over the two major schools of Causal Inference and then dives deep into the basics of one of them.IT-DIENSTLEISTUNG
IT-Dienstleistung | Digitale Transformation - inovex GmbH INOVEX GMBH: IT-DIENSTLEISTUNG Das ist inovex. Wir befinden uns mitten in einer digitalen Transformation, die Wirtschaft und Gesellschaft grundlegend umformt. Digital angereicherte Geschäftsmodelle, digitale Konsumenten und digitale Mitarbeiter verlangen andere Methoden, Technologien und Denkweisen als die klassische Welt. Unternehmen müssen handeln, wennsie weiterhin
WWW.INOVEX.DETRANSLATE THIS PAGE 1. docker volume create --driver quobyte --name MyDockerVol --opt user=docker --opt group=docker. This command for example will create a persistent storage volume (in this case with Quobyte) , the owner of the Volume is user “docker” and the group “docker”. Per default these optional values are defined as root.IT-DIENSTLEISTUNG
Folgende Punkte können dabei helfen: 1. Erholt starten. Vor der Retrospektive kann es helfen, eine kurze Pause einzulegen. Grundsätzlich sollte man remote mehr Pausen einplanen, da die Konzentration kürzer anhält. Am besten kurz aufstehen, durchlüften,sich etwas zu
COMPARING CLOUD PROVIDERS: AMAZON VS. GOOGLE VS. MICROSOFT The criterion Sizing is based on the number and range of supported instance types. Amazon offers many instance types (29) where customers can choose between 1–32 CPUs and 0.5–244 GB RAM. Google only offers 18 different types with 1–32 CPUs and 0.6–208GB RAM. A COMPARISON OF MINIMALISTIC DOCKER OPERATING SYSTEMS The first time you try Ubuntu Core you will notice that you need an Ubuntu account.The Ubuntu account will be used for the initial provisioning of the ssh keys.. RancherOS. When we started the RancherOS project, we set out to build a minimalist Linux distributionthat
PROGRESSIVE WEB APPS VS. WEBAPKS: EXPLAINED What is a WebAPK? WebAPKs are Google’s latest effort to integrate Progressive Web Apps even deeper into the Android mobile operating system.. The idea is that a Progressive Web App can be packaged to an APK (Android application package) by a back-end Chrome server, which will then be downloaded and installed on the Android device, in order to make web applications a ‘first-class’ DEPLOYING WINDOWS SERVER WITH FOREMAN IN VSPHERE The first step to prepare Windows deployment is to add a new compute resource of type „VMware“: Here we make use of Fog, a library that provides management of virtual resources for private and public IaaS/SaaS (a.k.a. Cloud) providers. With the most recent release of Foreman, we get Fog 1.32 which is also listed in the Foreman 1.9changelog.
IT-DIENSTLEISTUNG
IT-DIENSTLEISTUNG
Maximilian Franz. Recently, there has been a surge in interest in what is called Causal Inference. It is, however, not always clear what is meant by the term and what the respective methods can actually do. This post gives a high-level overview over the two major schools of Causal Inference and then dives deep into the basics of one of them.IT-DIENSTLEISTUNG
IT-Dienstleistung | Digitale Transformation - inovex GmbHIT PROJECT HOUSE
We are in the midst of a digital revolution, one which is fundamentally altering the economic and social landscape. Digitally enhanced business models, digital consumers and digital employees require methods, technologies and thought processes which go beyond the traditional. In order to maintain their success, companies musttake action.
WWW.INOVEX.DETRANSLATE THIS PAGE 1. docker volume create --driver quobyte --name MyDockerVol --opt user=docker --opt group=docker. This command for example will create a persistent storage volume (in this case with Quobyte) , the owner of the Volume is user “docker” and the group “docker”. Per default these optional values are defined as root. GETTING STARTED WITH KIBANA After you got your logs or other data into Elasticsearch, Kibana will offer you a great UI to deep dive into your data. But how to getstarted?
A COMPARISON OF MINIMALISTIC DOCKER OPERATING SYSTEMS The first time you try Ubuntu Core you will notice that you need an Ubuntu account.The Ubuntu account will be used for the initial provisioning of the ssh keys.. RancherOS. When we started the RancherOS project, we set out to build a minimalist Linux distributionthat
HYBRID METHODS FOR TIME SERIES FORECASTING Hybrid time series forecasting methods promise to advance time series forecasting by combining the best aspects of statistics and machine learning. This blog post gives a deeper understanding of the different approaches to forecasting and seeks to give hints on choosing an appropriate algorithm. PROGRESSIVE WEB APPS VS. WEBAPKS: EXPLAINED What is a WebAPK? WebAPKs are Google’s latest effort to integrate Progressive Web Apps even deeper into the Android mobile operating system.. The idea is that a Progressive Web App can be packaged to an APK (Android application package) by a back-end Chrome server, which will then be downloaded and installed on the Android device, in order to make web applications a ‘first-class’IT-DIENSTLEISTUNG
Conclusion. In this blogpost, we investigated how transfer learning can be used for text classification, computing text similarity with the architecture of a Siamese networks. We saw that text similarity can be learned and applied to the task of aspect extraction. In this setting, we introduced one shot learning and few shot learning. USING THE COMMAND LINE TO CHECK REDIS HEALTH To repeat commands you can easily use two options for monitoring: redis-cli -r 5 -i 2 will execute the five times with an interval of two seconds. With these commands you can easily integrate redis in your monitoring. Just add the redis-CLI commands as custom parameters, e.g. to Zabbix or Nagios. COMPUTER VISION IM PRODUKTIVEN EINSATZ Computer Vision für die Industrie. Als automatische optische Inspektion ermöglicht Computer Vision schnelle, reproduzierbare und vollständige Qualitätssicherung von Produktionsgütern, egal ob zur Eingangs-, Zwischen- oder Endkontrolle. Produktionsprozesse werden rund um die Uhr überwacht, um mögliche Fehler früh zu erkennen undzu beheben.
JUNIT 4: ZEITGEMÄSSES EXCEPTION TESTING [UPDATE …TRANSLATE THISPAGE
JUnit 4: Zeitgemäßes Exception Testing Im Laufe der Zeit hat das Testing Framework JUnit 4 immer raffiniertere Verfahren angeboten, um das Verhalten in Ausnahmefällen (Exceptions) zu testen. Um aber auch mit der aktuellen Methode alle relevanten Aspekte abdecken zu können, ist eine kleine Erweiterung notwendig. INOVEX GMBH: IT-DIENSTLEISTUNG Das ist inovex. Wir befinden uns mitten in einer digitalen Transformation, die Wirtschaft und Gesellschaft grundlegend umformt. Digital angereicherte Geschäftsmodelle, digitale Konsumenten und digitale Mitarbeiter verlangen andere Methoden, Technologien und Denkweisen als die klassische Welt. Unternehmen müssen handeln, wennsie weiterhin
HYBRID METHODS FOR TIME SERIES FORECASTING DATA SCIENCE IN PRODUCTION: PACKAGING, VERSIONING & CONTSEE MORE ONINOVEX.DE
MACHINE LEARNING ON THE EDGE FOR PARKING GUIDANCE SYSTEMSSEE MORE ONINOVEX.DE
BUILDING A GRAPHQL EXAMPLE APPLICATION WITH GOLANG Why 99designs/gqlgen and not graphql-go/graphql? At the time of writing this article the 99designs/gqlgen library has around 5k Github stars vs 6.9k stars for graphql-go/graphql, and the latter is most likely the first link you’ll find when you Google for “go graphql”.While the number of Github stars is only a loose indication of how popular a library is, in this case both of them have a SPINNAKER VS. ARGO CD VS. TEKTON VS. JENKINS X: CLOUD Spinnaker, compared to the other tools, is quite old. It is an open source, multi-cloud continuous delivery platform for releasing software changes with high velocity and confidence and has been around since 2014. Netflix open sourced it in 2015. Argo CD is a declarative, GitOps continuous delivery tool for Kubernetes. 6 THINGS TO CONSIDER FOR MICROSERVICE MIGRATION DEPLOYING WINDOWS SERVER WITH FOREMAN IN VSPHERE The first step to prepare Windows deployment is to add a new compute resource of type „VMware“: Here we make use of Fog, a library that provides management of virtual resources for private and public IaaS/SaaS (a.k.a. Cloud) providers. With the most recent release of Foreman, we get Fog 1.32 which is also listed in the Foreman 1.9changelog.
RETHINKING MODERN DATA WAREHOUSE WITH AZURE ANALYSIS SERVICESSEE MOREON INOVEX.DE
ANOMALY DETECTION: (DIS-)ADVANTAGES OF K-MEANS CLUSTERING In the previous post we talked about network anomaly detection in general and introduced a clustering approach using the very popular k-means algorithm. In this blog post we will show you some of the advantages and disadvantages of using k-means. Furthermore we will give a general overview about techniques other than clustering which can be used for anomaly detection. INOVEX GMBH: IT-DIENSTLEISTUNG Das ist inovex. Wir befinden uns mitten in einer digitalen Transformation, die Wirtschaft und Gesellschaft grundlegend umformt. Digital angereicherte Geschäftsmodelle, digitale Konsumenten und digitale Mitarbeiter verlangen andere Methoden, Technologien und Denkweisen als die klassische Welt. Unternehmen müssen handeln, wennsie weiterhin
HYBRID METHODS FOR TIME SERIES FORECASTING DATA SCIENCE IN PRODUCTION: PACKAGING, VERSIONING & CONTSEE MORE ONINOVEX.DE
MACHINE LEARNING ON THE EDGE FOR PARKING GUIDANCE SYSTEMSSEE MORE ONINOVEX.DE
BUILDING A GRAPHQL EXAMPLE APPLICATION WITH GOLANG Why 99designs/gqlgen and not graphql-go/graphql? At the time of writing this article the 99designs/gqlgen library has around 5k Github stars vs 6.9k stars for graphql-go/graphql, and the latter is most likely the first link you’ll find when you Google for “go graphql”.While the number of Github stars is only a loose indication of how popular a library is, in this case both of them have a SPINNAKER VS. ARGO CD VS. TEKTON VS. JENKINS X: CLOUD Spinnaker, compared to the other tools, is quite old. It is an open source, multi-cloud continuous delivery platform for releasing software changes with high velocity and confidence and has been around since 2014. Netflix open sourced it in 2015. Argo CD is a declarative, GitOps continuous delivery tool for Kubernetes. 6 THINGS TO CONSIDER FOR MICROSERVICE MIGRATION DEPLOYING WINDOWS SERVER WITH FOREMAN IN VSPHERE The first step to prepare Windows deployment is to add a new compute resource of type „VMware“: Here we make use of Fog, a library that provides management of virtual resources for private and public IaaS/SaaS (a.k.a. Cloud) providers. With the most recent release of Foreman, we get Fog 1.32 which is also listed in the Foreman 1.9changelog.
RETHINKING MODERN DATA WAREHOUSE WITH AZURE ANALYSIS SERVICESSEE MOREON INOVEX.DE
ANOMALY DETECTION: (DIS-)ADVANTAGES OF K-MEANS CLUSTERING In the previous post we talked about network anomaly detection in general and introduced a clustering approach using the very popular k-means algorithm. In this blog post we will show you some of the advantages and disadvantages of using k-means. Furthermore we will give a general overview about techniques other than clustering which can be used for anomaly detection.IT PROJECT HOUSE
We are in the midst of a digital revolution, one which is fundamentally altering the economic and social landscape. Digitally enhanced business models, digital consumers and digital employees require methods, technologies and thought processes which go beyond the traditional. In order to maintain their success, companies musttake action.
DEEP LEARNING ON BAD TIME SERIES DATA: CORRUPT, SPARSE A downside of the ODE based models is that the solution to an ordinary differential equation is determined by its initial condition. The follow-up work deals with this issue using the controlled differential equations and sets the new state of the art.The newly introduced Neural CDE outperforms ODE-RNNs and GRU-D models on CharacterTrajectories, PhysioNet, and Speech GETTING STARTED WITH KIBANA After you got your logs or other data into Elasticsearch, Kibana will offer you a great UI to deep dive into your data. But how to getstarted?
FEDERATED LEARNING: FRAMEWORKS FOR DECENTRALIZED PRIVATE Four frameworks were introduced based on the initially defined evaluation criteria for Federated Learning projects. To give a compact overview, the results are summarized in the following Table 1. To evaluate the community support of each framework, the table also documents the number of github repository stars. USING HASHICORP VAULT WITH TERRAFORM Using HashiCorp Vault with Terraform. In this post we will show you how we manage our HashiCorp Vault in a complex environment with many secrets, policies and Private Key Infrastructures (PKIs) using Terraform. Come join us on the journey from barely maintainable bash scripts to terraform and learn from our experience. HOW TO MANAGE MACHINE LEARNING MODELS In the past few moths a slew of Machine Learning management platforms arose. In this article we have a look at ModelDB which supports data scientists by keeping track of models, datasources and parameters. If you use scikit-learn or SparkML it promises easy integration and offers additional visualisation tools. FEDERATED LEARNING: A GUIDE TO COLLABORATIVE TRAINING WITH Federated Learning enables training on sensitive data of multiple data holders without sharing the data itself. Participants holding data of the structure and semantics take part in the federated training process to collaboratively train a model. Here are some examples giving an idea about possible areas of application: Owners ofproduction
ANOMALY DETECTION: (DIS-)ADVANTAGES OF K-MEANS CLUSTERING In the previous post we talked about network anomaly detection in general and introduced a clustering approach using the very popular k-means algorithm. In this blog post we will show you some of the advantages and disadvantages of using k-means. Furthermore we will give a general overview about techniques other than clustering which can be used for anomaly detection. COMPARING CLOUD PROVIDERS: AMAZON VS. GOOGLE VS. MICROSOFT The criterion Sizing is based on the number and range of supported instance types. Amazon offers many instance types (29) where customers can choose between 1–32 CPUs and 0.5–244 GB RAM. Google only offers 18 different types with 1–32 CPUs and 0.6–208GB RAM. ANDROID GRAPHICS PIPELINE: FROM BUTTON TO FRAMEBUFFER (PART 1) Android Graphics Pipeline: From Button to Framebuffer (Part 1) In this mini-series of blog articles we want to shed some light on the internals of the Android Graphics Pipeline. Google itself already released some insights and documentation on the subject such as the beautiful Google I/O 2012 talk For Butter or Worse by Chet Haase andRomain
INOVEX GMBH: IT-DIENSTLEISTUNG Das ist inovex. Wir befinden uns mitten in einer digitalen Transformation, die Wirtschaft und Gesellschaft grundlegend umformt. Digital angereicherte Geschäftsmodelle, digitale Konsumenten und digitale Mitarbeiter verlangen andere Methoden, Technologien und Denkweisen als die klassische Welt. Unternehmen müssen handeln, wennsie weiterhin
DATA SCIENCE IN PRODUCTION: PACKAGING, VERSIONING & CONT Bringing data science to production is a hot topic right now and there are many facets to it. This is the first in a series of posts about data science in production where we focus on aspects of modern software engineering like packaging, versioning as well as Continuous Integration in general. Packages vs. Scripts. Packaging andVersioning.
WWW.INOVEX.DETRANSLATE THIS PAGEDOCKER HOST NETWORKDOCKER NETWORK CREATEDOCKER NETWORK IPDOCKER PLUGIN INSTALLDOCKER RUN NETWORK HOSTDOCKER VOLUME PLUGIN 1. docker volume create --driver quobyte --name MyDockerVol --opt user=docker --opt group=docker. This command for example will create a persistent storage volume (in this case with Quobyte) , the owner of the Volume is user “docker” and the group “docker”. Per default these optional values are defined as root.IT-DIENSTLEISTUNG
A packaged and installed Progressive Web App (WebAPK) gains the following features: The application can be found in the Android app drawer. It is listed in the ‘All apps’ section, which can be found in the settings. It does have its own ‘App info’, just as native apps do. In screenshot (3) in the section above you can see that an SPINNAKER VS. ARGO CD VS. TEKTON VS. JENKINS X: CLOUDARGO CI CDARGOSCD PLAYER
Spinnaker, compared to the other tools, is quite old. It is an open source, multi-cloud continuous delivery platform for releasing software changes with high velocity and confidence and has been around since 2014. Netflix open sourced it in 2015. Argo CD is a declarative, GitOps continuous delivery tool for Kubernetes. 6 THINGS TO CONSIDER FOR MICROSERVICE MIGRATION RETHINKING MODERN DATA WAREHOUSE WITH AZURE ANALYSIS SERVICESSEE MORE ON INOVEX.DEAZURE SQL DATA WAREHOUSE ARCHITECTUREAZURE SQL DATA WAREHOUSE DOCUMENTATIONAZURE SQL DATA WAREHOUSE LIMITATIONSAZURE SQL DATA WAREHOUSE PRICINGAZURE SQL DATA WAREHOUSE SECURITY DEPLOYING WINDOWS SERVER WITH FOREMAN IN VSPHERE The first step to prepare Windows deployment is to add a new compute resource of type „VMware“: Here we make use of Fog, a library that provides management of virtual resources for private and public IaaS/SaaS (a.k.a. Cloud) providers. With the most recent release of Foreman, we get Fog 1.32 which is also listed in the Foreman 1.9changelog.
THE MYSTERY OF ENTROPY: MEASURING UNPREDICTABILITY INDATA ENTROPYENTROPY MEASURE DISORDERENTROPY MEASURES ENERGYENTROPY MEASURES ENERGYENTROPY MEASURES QUIZLETHOW TO FIND ENTROPY Entropy is a significant, widely used and above all successful measure for quantifying eg. inhomogeneity, uncertainty or unpredictability. It is an integral part of the latest machine learning models deployed on real-world data sets. In this article, I want to highlight the simplicity, beauty and meaning of DEVOPS & AGILE PROJEKTORGANISATION Der sogenannte „DevOps“-Gedanke beschreibt im eigentlichen Sinne eine Unternehmenskultur, die – frei von Hierarchien und Silo-Gedanken – eine effektive Zusammenarbeit von Entwicklung und Betrieb im Fokus hat mit dem Ziel, stabile, hochwertige Software schnell umzusetzen. Um im agilen Sinne in kurzen Sprints Softwareentwickeln zu
INOVEX GMBH: IT-DIENSTLEISTUNG Das ist inovex. Wir befinden uns mitten in einer digitalen Transformation, die Wirtschaft und Gesellschaft grundlegend umformt. Digital angereicherte Geschäftsmodelle, digitale Konsumenten und digitale Mitarbeiter verlangen andere Methoden, Technologien und Denkweisen als die klassische Welt. Unternehmen müssen handeln, wennsie weiterhin
DATA SCIENCE IN PRODUCTION: PACKAGING, VERSIONING & CONT Bringing data science to production is a hot topic right now and there are many facets to it. This is the first in a series of posts about data science in production where we focus on aspects of modern software engineering like packaging, versioning as well as Continuous Integration in general. Packages vs. Scripts. Packaging andVersioning.
WWW.INOVEX.DETRANSLATE THIS PAGEDOCKER HOST NETWORKDOCKER NETWORK CREATEDOCKER NETWORK IPDOCKER PLUGIN INSTALLDOCKER RUN NETWORK HOSTDOCKER VOLUME PLUGIN 1. docker volume create --driver quobyte --name MyDockerVol --opt user=docker --opt group=docker. This command for example will create a persistent storage volume (in this case with Quobyte) , the owner of the Volume is user “docker” and the group “docker”. Per default these optional values are defined as root.IT-DIENSTLEISTUNG
A packaged and installed Progressive Web App (WebAPK) gains the following features: The application can be found in the Android app drawer. It is listed in the ‘All apps’ section, which can be found in the settings. It does have its own ‘App info’, just as native apps do. In screenshot (3) in the section above you can see that an SPINNAKER VS. ARGO CD VS. TEKTON VS. JENKINS X: CLOUDARGO CI CDARGOSCD PLAYER
Spinnaker, compared to the other tools, is quite old. It is an open source, multi-cloud continuous delivery platform for releasing software changes with high velocity and confidence and has been around since 2014. Netflix open sourced it in 2015. Argo CD is a declarative, GitOps continuous delivery tool for Kubernetes. 6 THINGS TO CONSIDER FOR MICROSERVICE MIGRATION RETHINKING MODERN DATA WAREHOUSE WITH AZURE ANALYSIS SERVICESSEE MORE ON INOVEX.DEAZURE SQL DATA WAREHOUSE ARCHITECTUREAZURE SQL DATA WAREHOUSE DOCUMENTATIONAZURE SQL DATA WAREHOUSE LIMITATIONSAZURE SQL DATA WAREHOUSE PRICINGAZURE SQL DATA WAREHOUSE SECURITY DEPLOYING WINDOWS SERVER WITH FOREMAN IN VSPHERE The first step to prepare Windows deployment is to add a new compute resource of type „VMware“: Here we make use of Fog, a library that provides management of virtual resources for private and public IaaS/SaaS (a.k.a. Cloud) providers. With the most recent release of Foreman, we get Fog 1.32 which is also listed in the Foreman 1.9changelog.
THE MYSTERY OF ENTROPY: MEASURING UNPREDICTABILITY INDATA ENTROPYENTROPY MEASURE DISORDERENTROPY MEASURES ENERGYENTROPY MEASURES ENERGYENTROPY MEASURES QUIZLETHOW TO FIND ENTROPY Entropy is a significant, widely used and above all successful measure for quantifying eg. inhomogeneity, uncertainty or unpredictability. It is an integral part of the latest machine learning models deployed on real-world data sets. In this article, I want to highlight the simplicity, beauty and meaning of DEVOPS & AGILE PROJEKTORGANISATION Der sogenannte „DevOps“-Gedanke beschreibt im eigentlichen Sinne eine Unternehmenskultur, die – frei von Hierarchien und Silo-Gedanken – eine effektive Zusammenarbeit von Entwicklung und Betrieb im Fokus hat mit dem Ziel, stabile, hochwertige Software schnell umzusetzen. Um im agilen Sinne in kurzen Sprints Softwareentwickeln zu
IT PROJECT HOUSE
We are in the midst of a digital revolution, one which is fundamentally altering the economic and social landscape. Digitally enhanced business models, digital consumers and digital employees require methods, technologies and thought processes which go beyond the traditional. In order to maintain their success, companies musttake action.
ARTIFICIAL INTELLIGENCE ARCHIVE Newsletter. Subscribe to our monthly (German-language) newsletter to keep up-to-date with presentations, case studies, videos, and news about inovex and the industry. GETTING STARTED WITH KIBANA After you got your logs or other data into Elasticsearch, Kibana will offer you a great UI to deep dive into your data. But how to getstarted?
RECOMMENDER SYSTEMS ARCHIVE Newsletter. Subscribe to our monthly (German-language) newsletter to keep up-to-date with presentations, case studies, videos, and news about inovex and the industry. HYBRID METHODS FOR TIME SERIES FORECASTING Hybrid time series forecasting methods promise to advance time series forecasting by combining the best aspects of statistics and machine learning. This blog post gives a deeper understanding of the different approaches to forecasting and seeks to give hints on choosing an appropriate algorithm. WWW.INOVEX.DETRANSLATE THIS PAGE 1. docker volume create --driver quobyte --name MyDockerVol --opt user=docker --opt group=docker. This command for example will create a persistent storage volume (in this case with Quobyte) , the owner of the Volume is user “docker” and the group “docker”. Per default these optional values are defined as root. HOW TO SET UP A K3S CLUSTER ON WIREGUARD This blog post is a tutorial on how to set up a WireGuard network using Raspberry Pis for a K3s cluster, with each device connected to a central cloud virtual machine (VM). FEDERATED LEARNING: FRAMEWORKS FOR DECENTRALIZED PRIVATE Four frameworks were introduced based on the initially defined evaluation criteria for Federated Learning projects. To give a compact overview, the results are summarized in the following Table 1. To evaluate the community support of each framework, the table also documents the number of github repository stars. GRAFANA ANNOTATIONS WITH PROMETHEUS (A DEEP DIVE) Grafana is often used in conjunction with Prometheus to visualize time series and compose dashboards for monitoring purposes. In this blog article, I will dive deep into the specifics of Grafana annotations for data that does not fit into time series graphs – and how to use them with Prometheus as a SPINNAKER VS. ARGO CD VS. TEKTON VS. JENKINS X: CLOUD Spinnaker, compared to the other tools, is quite old. It is an open source, multi-cloud continuous delivery platform for releasing software changes with high velocity and confidence and has been around since 2014. Netflix open sourced it in 2015. Argo CD is a declarative, GitOps continuous delivery tool for Kubernetes. INOVEX GMBH: IT-DIENSTLEISTUNG Das ist inovex. Wir befinden uns mitten in einer digitalen Transformation, die Wirtschaft und Gesellschaft grundlegend umformt. Digital angereicherte Geschäftsmodelle, digitale Konsumenten und digitale Mitarbeiter verlangen andere Methoden, Technologien und Denkweisen als die klassische Welt. Unternehmen müssen handeln, wennsie weiterhin
DATA SCIENCE IN PRODUCTION: PACKAGING, VERSIONING & CONT Bringing data science to production is a hot topic right now and there are many facets to it. This is the first in a series of posts about data science in production where we focus on aspects of modern software engineering like packaging, versioning as well as Continuous Integration in general. Packages vs. Scripts. Packaging andVersioning.
WWW.INOVEX.DETRANSLATE THIS PAGEDOCKER HOST NETWORKDOCKER NETWORK CREATEDOCKER NETWORK IPDOCKER PLUGIN INSTALLDOCKER RUN NETWORK HOSTDOCKER VOLUME PLUGIN 1. docker volume create --driver quobyte --name MyDockerVol --opt user=docker --opt group=docker. This command for example will create a persistent storage volume (in this case with Quobyte) , the owner of the Volume is user “docker” and the group “docker”. Per default these optional values are defined as root.IT-DIENSTLEISTUNG
A packaged and installed Progressive Web App (WebAPK) gains the following features: The application can be found in the Android app drawer. It is listed in the ‘All apps’ section, which can be found in the settings. It does have its own ‘App info’, just as native apps do. In screenshot (3) in the section above you can see that an SPINNAKER VS. ARGO CD VS. TEKTON VS. JENKINS X: CLOUDARGO CI CDARGOSCD PLAYER
Spinnaker, compared to the other tools, is quite old. It is an open source, multi-cloud continuous delivery platform for releasing software changes with high velocity and confidence and has been around since 2014. Netflix open sourced it in 2015. Argo CD is a declarative, GitOps continuous delivery tool for Kubernetes. 6 THINGS TO CONSIDER FOR MICROSERVICE MIGRATION RETHINKING MODERN DATA WAREHOUSE WITH AZURE ANALYSIS SERVICESSEE MORE ON INOVEX.DEAZURE SQL DATA WAREHOUSE ARCHITECTUREAZURE SQL DATA WAREHOUSE DOCUMENTATIONAZURE SQL DATA WAREHOUSE LIMITATIONSAZURE SQL DATA WAREHOUSE PRICINGAZURE SQL DATA WAREHOUSE SECURITY DEPLOYING WINDOWS SERVER WITH FOREMAN IN VSPHERE The first step to prepare Windows deployment is to add a new compute resource of type „VMware“: Here we make use of Fog, a library that provides management of virtual resources for private and public IaaS/SaaS (a.k.a. Cloud) providers. With the most recent release of Foreman, we get Fog 1.32 which is also listed in the Foreman 1.9changelog.
THE MYSTERY OF ENTROPY: MEASURING UNPREDICTABILITY INDATA ENTROPYENTROPY MEASURE DISORDERENTROPY MEASURES ENERGYENTROPY MEASURES ENERGYENTROPY MEASURES QUIZLETHOW TO FIND ENTROPY Entropy is a significant, widely used and above all successful measure for quantifying eg. inhomogeneity, uncertainty or unpredictability. It is an integral part of the latest machine learning models deployed on real-world data sets. In this article, I want to highlight the simplicity, beauty and meaning of DEVOPS & AGILE PROJEKTORGANISATION Der sogenannte „DevOps“-Gedanke beschreibt im eigentlichen Sinne eine Unternehmenskultur, die – frei von Hierarchien und Silo-Gedanken – eine effektive Zusammenarbeit von Entwicklung und Betrieb im Fokus hat mit dem Ziel, stabile, hochwertige Software schnell umzusetzen. Um im agilen Sinne in kurzen Sprints Softwareentwickeln zu
INOVEX GMBH: IT-DIENSTLEISTUNG Das ist inovex. Wir befinden uns mitten in einer digitalen Transformation, die Wirtschaft und Gesellschaft grundlegend umformt. Digital angereicherte Geschäftsmodelle, digitale Konsumenten und digitale Mitarbeiter verlangen andere Methoden, Technologien und Denkweisen als die klassische Welt. Unternehmen müssen handeln, wennsie weiterhin
DATA SCIENCE IN PRODUCTION: PACKAGING, VERSIONING & CONT Bringing data science to production is a hot topic right now and there are many facets to it. This is the first in a series of posts about data science in production where we focus on aspects of modern software engineering like packaging, versioning as well as Continuous Integration in general. Packages vs. Scripts. Packaging andVersioning.
WWW.INOVEX.DETRANSLATE THIS PAGEDOCKER HOST NETWORKDOCKER NETWORK CREATEDOCKER NETWORK IPDOCKER PLUGIN INSTALLDOCKER RUN NETWORK HOSTDOCKER VOLUME PLUGIN 1. docker volume create --driver quobyte --name MyDockerVol --opt user=docker --opt group=docker. This command for example will create a persistent storage volume (in this case with Quobyte) , the owner of the Volume is user “docker” and the group “docker”. Per default these optional values are defined as root.IT-DIENSTLEISTUNG
A packaged and installed Progressive Web App (WebAPK) gains the following features: The application can be found in the Android app drawer. It is listed in the ‘All apps’ section, which can be found in the settings. It does have its own ‘App info’, just as native apps do. In screenshot (3) in the section above you can see that an SPINNAKER VS. ARGO CD VS. TEKTON VS. JENKINS X: CLOUDARGO CI CDARGOSCD PLAYER
Spinnaker, compared to the other tools, is quite old. It is an open source, multi-cloud continuous delivery platform for releasing software changes with high velocity and confidence and has been around since 2014. Netflix open sourced it in 2015. Argo CD is a declarative, GitOps continuous delivery tool for Kubernetes. 6 THINGS TO CONSIDER FOR MICROSERVICE MIGRATION RETHINKING MODERN DATA WAREHOUSE WITH AZURE ANALYSIS SERVICESSEE MORE ON INOVEX.DEAZURE SQL DATA WAREHOUSE ARCHITECTUREAZURE SQL DATA WAREHOUSE DOCUMENTATIONAZURE SQL DATA WAREHOUSE LIMITATIONSAZURE SQL DATA WAREHOUSE PRICINGAZURE SQL DATA WAREHOUSE SECURITY DEPLOYING WINDOWS SERVER WITH FOREMAN IN VSPHERE The first step to prepare Windows deployment is to add a new compute resource of type „VMware“: Here we make use of Fog, a library that provides management of virtual resources for private and public IaaS/SaaS (a.k.a. Cloud) providers. With the most recent release of Foreman, we get Fog 1.32 which is also listed in the Foreman 1.9changelog.
THE MYSTERY OF ENTROPY: MEASURING UNPREDICTABILITY INDATA ENTROPYENTROPY MEASURE DISORDERENTROPY MEASURES ENERGYENTROPY MEASURES ENERGYENTROPY MEASURES QUIZLETHOW TO FIND ENTROPY Entropy is a significant, widely used and above all successful measure for quantifying eg. inhomogeneity, uncertainty or unpredictability. It is an integral part of the latest machine learning models deployed on real-world data sets. In this article, I want to highlight the simplicity, beauty and meaning of DEVOPS & AGILE PROJEKTORGANISATION Der sogenannte „DevOps“-Gedanke beschreibt im eigentlichen Sinne eine Unternehmenskultur, die – frei von Hierarchien und Silo-Gedanken – eine effektive Zusammenarbeit von Entwicklung und Betrieb im Fokus hat mit dem Ziel, stabile, hochwertige Software schnell umzusetzen. Um im agilen Sinne in kurzen Sprints Softwareentwickeln zu
IT PROJECT HOUSE
We are in the midst of a digital revolution, one which is fundamentally altering the economic and social landscape. Digitally enhanced business models, digital consumers and digital employees require methods, technologies and thought processes which go beyond the traditional. In order to maintain their success, companies musttake action.
ARTIFICIAL INTELLIGENCE ARCHIVE Newsletter. Subscribe to our monthly (German-language) newsletter to keep up-to-date with presentations, case studies, videos, and news about inovex and the industry. GETTING STARTED WITH KIBANA After you got your logs or other data into Elasticsearch, Kibana will offer you a great UI to deep dive into your data. But how to getstarted?
RECOMMENDER SYSTEMS ARCHIVE Newsletter. Subscribe to our monthly (German-language) newsletter to keep up-to-date with presentations, case studies, videos, and news about inovex and the industry. HYBRID METHODS FOR TIME SERIES FORECASTING Hybrid time series forecasting methods promise to advance time series forecasting by combining the best aspects of statistics and machine learning. This blog post gives a deeper understanding of the different approaches to forecasting and seeks to give hints on choosing an appropriate algorithm. WWW.INOVEX.DETRANSLATE THIS PAGE 1. docker volume create --driver quobyte --name MyDockerVol --opt user=docker --opt group=docker. This command for example will create a persistent storage volume (in this case with Quobyte) , the owner of the Volume is user “docker” and the group “docker”. Per default these optional values are defined as root. HOW TO SET UP A K3S CLUSTER ON WIREGUARD This blog post is a tutorial on how to set up a WireGuard network using Raspberry Pis for a K3s cluster, with each device connected to a central cloud virtual machine (VM). FEDERATED LEARNING: FRAMEWORKS FOR DECENTRALIZED PRIVATE Four frameworks were introduced based on the initially defined evaluation criteria for Federated Learning projects. To give a compact overview, the results are summarized in the following Table 1. To evaluate the community support of each framework, the table also documents the number of github repository stars. GRAFANA ANNOTATIONS WITH PROMETHEUS (A DEEP DIVE) Grafana is often used in conjunction with Prometheus to visualize time series and compose dashboards for monitoring purposes. In this blog article, I will dive deep into the specifics of Grafana annotations for data that does not fit into time series graphs – and how to use them with Prometheus as a SPINNAKER VS. ARGO CD VS. TEKTON VS. JENKINS X: CLOUD Spinnaker, compared to the other tools, is quite old. It is an open source, multi-cloud continuous delivery platform for releasing software changes with high velocity and confidence and has been around since 2014. Netflix open sourced it in 2015. Argo CD is a declarative, GitOps continuous delivery tool for Kubernetes.Cookie-Richtlinie
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ENABLING YOUR DIGITAL FUTURE. WIR NUTZEN TECHNOLOGIEN, UM UNSERE KUNDEN GLÜCKLICH ZU MACHEN. UNDUNS SELBST.
Wir befinden uns mitten in einer digitalen Transformation, die Wirtschaft und Gesellschaft grundlegend umformt. Digital angereicherte Geschäftsmodelle, digitale Konsumenten und digitale Mitarbeiter verlangen andere Methoden, Technologien und Denkweisen als die klassische Welt. Unternehmen müssen handeln, wenn sie weiterhin erfolgreich sein wollen. Als IT-Dienstleister versetzen wir unsere Kunden in die Lage, auf dem digitalen Spielfeld erfolgreich zu sein – strategisch, technologisch und methodisch. Dafür haben wir ein integriertes Portfolio an Leistungen unter einem Dach etabliert: APPLICATION DEVELOPMENT (Web Platforms , Mobile Apps , Smart Devices und Robotics– vom UI/UX
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und die Entwicklung von skalierbaren IT INFRASTRUCTURES (IT Engineering , Cloud Services ), auf denen die digitalen Lösungen im DevOps -Modus betrieben werden. Wir modernisieren vorhandene Lösungen (Replatforming ), härten Systeme gegen Angriffe von außen (Security ) und vermitteln unser Wissen durch Trainings und Coachings(inovex Academy).
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Bitte auswählen Agile Apps Backend Big Data Business Intelligence Cloud Data Science DevOps Digital Quality inovex Cloud Services inovex Lab IT Engineering Machine Perception & Artificial Intelligence Product Innovation Product Discovery Product Ownership Replatforming Search Security Smart Devices & Robotics Trainings UI/UX Web REFERENZEN & CASE STUDIES IN 6 MONATEN ZUM GEOREDUNDANTEN KUBERNETES HARDWARE CLUSTER Eine moderne Plattform für Microservices in einer historisch gewachsenen Infrastruktur aufzubauen, ist weder in der Theorie noch in der Praxis ein leichtes Unterfangen. Dass ein solches Vorhaben aber nicht nur gelingen kann, sondern dem Geschäftsbereich sogar eine Art Vorbildfunktion beschert, zeigt das gemeinsame Projekt von 1&1 Mail & Media GmbH und inovex. Hier wurde eine 1&1-Bereichsinfrastruktur innerhalb weniger Monate auf modernen Kubernetes-Clusternbereitgestellt.
1&1 Case Study lesen AGILE DATA SCIENCE FÜR DIE SUPPLY-CHAIN-OPTIMIERUNG VON REWE DIGITAL inovex hat im Bereich der Supply-Chain-Optimierung mit der REWE-IT-Tochter REWE Digital intensiv zusammengearbeitet. Bei REWE Digital werden alle strategischen Online-Aktivitäten der REWE Group gebündelt. Ziel ist es, der führende Anbieter von Online-Lösungen in allen für REWE relevanten Einkaufsmärkten und Lieferlagern zu werden. Ziel ist das Fulfillment: Verlängerte Supply Chain gegenüberdem Einzelhandel.
REWE digital Case Study lesen BEST OF BOTH WORLDS: AUFBAU EINER HYBRIDEN BI-ARCHITEKTUR MIT BIG-DATA-KOMPONENTEN FÜR DMTECH Die IT-Tochter von dm-drogerie markt fokussiert sich mit mehr als 800 Mitarbeitern auf die Digitalisierung des Handels. Im Mittelpunkt steht die Entwicklung von innovativen Lösungen: für den Online-Shop, Kunden- und Mitarbeiter-Apps sowie für die IT in den dm-Märkten, den Verteilzentren und der Zentrale. inovex hat dmTech dabei unterstützt, die Möglichkeiten einer bestehenden Data-Warehouse-Lösung mit Big-Data-Technologien zu erweitern. dmTech Case Study lesenMehr Referenzen
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01.04.2020 | Remote
SCHNELL UND EFFIZIENT MIT DEINEM TEAM REMOTE ARBEITEN – VORGEHENSWEISEN AUS DER AGILEN WELT In der agilen Welt gibt es Vorgehensweisen, die unterstützend bei der Einführung von Remote Work helfen können. Wir erklären die Eckpfeiler Daily und Retrospektive und zeigen, wie man damit schnell im Team neue Arbeitsweisen optimieren kann. Außerdem geben wir Beispiele dafür, wie ein Team mit Task-Boards transparent zusammenarbeiten kann – ohne das Gespräch über den Schreibtischhinweg
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Christian Meder ist CTO bei inovex und leitet das inovex Lab, unsere zentrale Unit für Research & Development. In seiner Kolumne „What's happening“, die auch in unserem monatlichen Newsletter erscheint, beschäftigt er sich mit aktuellen Entwicklungen und Fragestellungender IT-Branche.
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09.04.2020 | Remote
CSS: IHR FRAGT, EXPERT:INNEN ANTWORTEN. Anstelle eines Vortrags werden wir eure Fragen zu CSS sammeln, voten und dann von unseren Expert:innen beantworten lassen – wenn es sich anbietet, sogar mit Live-Coding. Fragen könnt ihr uns alles, was mit CSS und damit verbundenen anderen Web-Technologien zu tun hat.Mehr Informationen
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D. Schreier, G. Brehmer | 06.04.2020 HYPE MEETS HARSH REALITY: MICROSERVICES IN THE WILD PART 2 This is the second part of a three-part series. We cover a real-life microservice migration with all its flaws and benefits. In the first part, we described why we saw the need to change a monolithic application into a microservice oriented architecture. In this part, we will handle all the changes that have actually been made to the system—and why we opted not to follow some ideas.Blog-Artikel lesen
inovex Blog
inovex | 31.03.2020
SCRUMLR: IHR FRAGT, DEVS & DESIGNER ANTWORTEN! Bei unserem Online Meetup haben wir das Tool Scrumlr vorgestellt, das einige Kolleg:innen in ihrer Freizeit entwickelt haben. Dank eurem überwältigenden Interesse blieb am Ende leider nicht genügend Zeit, um all eure Fragen zu beantworten. Deshalb haben wir sie an dieser Stelle gesammelt und um die Antworten der Entwickler:innen und Desiger:innen ergänzt. Solltet ihr weitere Fragen dazu haben, schreibt sie gerne in den Kommentarbereich!Blog-Artikel lesen
inovex Blog
inovex | 31.03.2020
REMOTE WORK UND HOME OFFICE: EURE FRAGEN BEANTWORTET Wie kann man in kurzer Zeit Arbeiten aus dem Home Office organisieren und umsetzen? Diese Frage beschäftigt gerade viele Menschen und Unternehmen. In einem ersten Web Talk haben wir unsere technischen und organisatorischen Erfahrungen vorgestellt und viele Fragen der Teilnehmer:innen beantwortet. Aufgrund der Zeitbeschränkung konnten wir im Web Talk allerdings nicht alle Fragen beantworten. Wir haben sie deshalb an dieser Stelle zusammengestellt und beantwortet, um euch in der aktuellen Situation weiterzuhelfen. Solltet ihr noch mehr Fragen zum Thema haben, scheut euch nicht, die Kommentarfunktion zu nutzen – oder nehmt an unserem nächsten Web Talk teil!Blog-Artikel lesen
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„Nicht nur einmal mit Profis arbeiten. Sondern jeden Tag.“ Wer Lust hat, mit netten, technologiebegeisterten Menschen zu arbeiten, sollte sich die Interviews unserer inovexperts ansehen. Sie berichten über ihren Arbeitsalltag und erzählen, warum sie gerne hier arbeiten. Aber auch, wer einfach nur wissen möchte, wer hinter dem Team inovex steckt, bekommt einen authentischen Einblick. Zu den inovexperts-Videos__
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