Mirantis has developed tools and modules to help secure OpenStack clouds and meet PCI compliance standards. Their solution includes Puppet modules for hardening systems, logging, auditing, and encrypting communications. It also provides documentation and checklists. However, the solution focuses on infrastructure and operators, and does not include securing virtual machines or images directly. For full compliance, additional work is needed around areas like encryption and access controls.
Getting Safe Swiss Cloud up and running with CloudStackProdosh Banerjee
In this presentation we share our experience of getting Safe Swiss Cloud up and running with CloudStack. It includes a basic introduction to the CloudStack architecture.
oVirt and OpenStack look kind of similar from a distance. But they cater to different use-cases. That said, they do have some common needs. How can they work together? And when is it better to use one over the other?
Make your storage work for you: VAAI and ODX offload up to 30% of disk operat...StarWind Software
Hypervisor CPU and Networking overhead is a common issue for operations like VM provisioning, migration, and cloning. There should be a way to enhance performance by offloading the unnecessary CPU load and shrinking the SAN traffic. ODX and VAAI features do exactly this by offloading routine disk tasks to the storage array so they will be executed more effectively.
Kubernetes, Terraform, Vault, and ConsulCloudOps2005
Bart Dziekan, Kubernetes Architect and Hashistack expert at DigitalOnUs, explored the 3 essential elements of dynamic infrastructure with the Kubernetes and Cloud Native community of Ottawa at the March, 2019 meetup. His talk showed how you can create all your resources in the cloud with code that uses Terraform.
Getting Safe Swiss Cloud up and running with CloudStackProdosh Banerjee
In this presentation we share our experience of getting Safe Swiss Cloud up and running with CloudStack. It includes a basic introduction to the CloudStack architecture.
oVirt and OpenStack look kind of similar from a distance. But they cater to different use-cases. That said, they do have some common needs. How can they work together? And when is it better to use one over the other?
Make your storage work for you: VAAI and ODX offload up to 30% of disk operat...StarWind Software
Hypervisor CPU and Networking overhead is a common issue for operations like VM provisioning, migration, and cloning. There should be a way to enhance performance by offloading the unnecessary CPU load and shrinking the SAN traffic. ODX and VAAI features do exactly this by offloading routine disk tasks to the storage array so they will be executed more effectively.
Kubernetes, Terraform, Vault, and ConsulCloudOps2005
Bart Dziekan, Kubernetes Architect and Hashistack expert at DigitalOnUs, explored the 3 essential elements of dynamic infrastructure with the Kubernetes and Cloud Native community of Ottawa at the March, 2019 meetup. His talk showed how you can create all your resources in the cloud with code that uses Terraform.
A complete Open Source cloud: Storage, Virt, IaaS, PaaSDave Neary
You can do everything in your datacenter with open source these days. With GlusterFS, oVirt, OpenStack, OpenShift, all running on CentOS or Fedora and orchestrated with the Foreman, you can run a complete open source cloud where all the pieces talk to each other and leverage integration points for no money.
Virtualization Forum 2015, Praha, 7.10.2015
sál VMware
Jestliže SlideShare nezobrazí prezentaci korektně, můžete si ji stáhnout ve formátu .ppsx nebo .pdf.
Introduction to CloudStack: How to Deploy and Manage Infrastructure-as-a-Serv...cloud-diva
Build clouds the way some of the worlds largest public and private clouds are built--using CloudStack. This presentation is from the June 18th iteration of a monthly series offered by the CloudStack community team. It will give you a better understanding of the overall CloudStack architecture and feature set.
OpenNebulaconf2017US: Vtastic:Akamai innovations for distributed system testi...OpenNebula Project
Akamai Technologies’ CDN platform is a complex, highly-integrated distributed system consisting of over 200,000 servers in over 120 countries.. Processing over 3 Trillion web requests per day, the Akamai platform regularly serves over 30Tbps of traffic to end users around the world. Setup and maintenance of Akamai integration test environments involves a significant investment of hardware, time and subject matter expertise. As a result, these environments are a scarce resource. Using Opennebula, Akamai has developed a system for saving and cloning multi-node integration test environments on-demand. The system is succeeding and has the potential to revolutionize Akamai’s approach to software development and testing. After exploring Akamai’s platform architecture and testing challenges, we will describe the key innovations that enabled the Vtastic solution, challenges we faced in implementing a reliable system, and future capabilities the system can offer.
The Microsoft cloud ecosystem evolved considerably in recent years to interoperate with a wide range of open source technologies, including hardware (Open Compute), cloud software platforms (OpenStack), networking (Open vSwitch, OpenDaylight) and orchestration (Juju, Heat).
During this session we will show how to deploy in no time an entire OpenStack cloud based on Microsoft Hyper-V using MaaS and Juju. Networking is going to be based on Open vSwitch, which brings OVSDB and VXLAN to Hyper-V, allowing full interoperability with KVM and other hypervisors.
To conclude, we are going to orchestrate with Juju on top of our OpenStack cloud some of the most common Microsoft workloads, including Active Directory, IIS, SQL Server, SharePoint and Exchange, side by side with open source applications.
Vitess is a cloud-native storage solution that can scale indefinitely. In this session, we will first cover a high level overview of Vitess features, the architecture, and what database workloads are a good fit. Then we will demonstrate how to get started with Vitess on Kubernetes. This will be followed by VTAdmin, the next generation of tooling and UIs for managing large-scale, multi-cluster Vitess deployments, built for developers and operators alike. We will demo resharding using VTAdmin, and will talk about improvements to performance and scalability along the way.
Containerized Storage for Containers: Why, What and How OpenEBS WorksMatt Baldwin
Los Angeles Kubernetes Meetup - July 20, 2017
Evan Powell, OpenEBS, presents on containerized storage for containers: Why, What and How OpenEBS Works. In this talk Evan will walk through a quick demo of OpenEBS 0.3, showing it at work delivering storage to persistent workloads in containers - such as PostgresSQL or the Spark notebook Jupyter. Then he'll back up and share a bit about the architecture, why they chose Go, and future direction for this open source project.
DevCloud - Setup and Demo on Apache CloudStack buildacloud
Hands-on Hacking Session by Amogh Vasekar
1. Demo of CloudStack using DevCloud
2. How we got there -
A) Building CloudStack from scratch
B) Deploying databases
C) Configuring your own DevCloud using Marvin
Comparing IaaS: VMware vs OpenStack vs Google’s GanetiGiuseppe Paterno'
No matter if you are a lonely system administrator or the CTO of the largest carrier in the World, getting to know what’s out there is a jungle. Is VMware still the lead? I’ve heard about OpenStack, how mature is that? And what this “Ganeti” I’ve never heard of?
Well, here I am. Guess what, you’re not the only one asking these questions. I traveled most of Europe hearing world’s most famous enterprises, banks and telcos and also in contact with many vendors’ labs, from San Francisco to Munich.
In this presentation I just wish to give a quick overview of the state-of-the-art in the IaaS and virtualization world. This is not a sales or marketing presentation: no vaporware, just pure and real experience from the field.
Enjoy the slides and stay tuned on my twitter channel on @gpaterno
A complete Open Source cloud: Storage, Virt, IaaS, PaaSDave Neary
You can do everything in your datacenter with open source these days. With GlusterFS, oVirt, OpenStack, OpenShift, all running on CentOS or Fedora and orchestrated with the Foreman, you can run a complete open source cloud where all the pieces talk to each other and leverage integration points for no money.
Virtualization Forum 2015, Praha, 7.10.2015
sál VMware
Jestliže SlideShare nezobrazí prezentaci korektně, můžete si ji stáhnout ve formátu .ppsx nebo .pdf.
Introduction to CloudStack: How to Deploy and Manage Infrastructure-as-a-Serv...cloud-diva
Build clouds the way some of the worlds largest public and private clouds are built--using CloudStack. This presentation is from the June 18th iteration of a monthly series offered by the CloudStack community team. It will give you a better understanding of the overall CloudStack architecture and feature set.
OpenNebulaconf2017US: Vtastic:Akamai innovations for distributed system testi...OpenNebula Project
Akamai Technologies’ CDN platform is a complex, highly-integrated distributed system consisting of over 200,000 servers in over 120 countries.. Processing over 3 Trillion web requests per day, the Akamai platform regularly serves over 30Tbps of traffic to end users around the world. Setup and maintenance of Akamai integration test environments involves a significant investment of hardware, time and subject matter expertise. As a result, these environments are a scarce resource. Using Opennebula, Akamai has developed a system for saving and cloning multi-node integration test environments on-demand. The system is succeeding and has the potential to revolutionize Akamai’s approach to software development and testing. After exploring Akamai’s platform architecture and testing challenges, we will describe the key innovations that enabled the Vtastic solution, challenges we faced in implementing a reliable system, and future capabilities the system can offer.
The Microsoft cloud ecosystem evolved considerably in recent years to interoperate with a wide range of open source technologies, including hardware (Open Compute), cloud software platforms (OpenStack), networking (Open vSwitch, OpenDaylight) and orchestration (Juju, Heat).
During this session we will show how to deploy in no time an entire OpenStack cloud based on Microsoft Hyper-V using MaaS and Juju. Networking is going to be based on Open vSwitch, which brings OVSDB and VXLAN to Hyper-V, allowing full interoperability with KVM and other hypervisors.
To conclude, we are going to orchestrate with Juju on top of our OpenStack cloud some of the most common Microsoft workloads, including Active Directory, IIS, SQL Server, SharePoint and Exchange, side by side with open source applications.
Vitess is a cloud-native storage solution that can scale indefinitely. In this session, we will first cover a high level overview of Vitess features, the architecture, and what database workloads are a good fit. Then we will demonstrate how to get started with Vitess on Kubernetes. This will be followed by VTAdmin, the next generation of tooling and UIs for managing large-scale, multi-cluster Vitess deployments, built for developers and operators alike. We will demo resharding using VTAdmin, and will talk about improvements to performance and scalability along the way.
Containerized Storage for Containers: Why, What and How OpenEBS WorksMatt Baldwin
Los Angeles Kubernetes Meetup - July 20, 2017
Evan Powell, OpenEBS, presents on containerized storage for containers: Why, What and How OpenEBS Works. In this talk Evan will walk through a quick demo of OpenEBS 0.3, showing it at work delivering storage to persistent workloads in containers - such as PostgresSQL or the Spark notebook Jupyter. Then he'll back up and share a bit about the architecture, why they chose Go, and future direction for this open source project.
DevCloud - Setup and Demo on Apache CloudStack buildacloud
Hands-on Hacking Session by Amogh Vasekar
1. Demo of CloudStack using DevCloud
2. How we got there -
A) Building CloudStack from scratch
B) Deploying databases
C) Configuring your own DevCloud using Marvin
Comparing IaaS: VMware vs OpenStack vs Google’s GanetiGiuseppe Paterno'
No matter if you are a lonely system administrator or the CTO of the largest carrier in the World, getting to know what’s out there is a jungle. Is VMware still the lead? I’ve heard about OpenStack, how mature is that? And what this “Ganeti” I’ve never heard of?
Well, here I am. Guess what, you’re not the only one asking these questions. I traveled most of Europe hearing world’s most famous enterprises, banks and telcos and also in contact with many vendors’ labs, from San Francisco to Munich.
In this presentation I just wish to give a quick overview of the state-of-the-art in the IaaS and virtualization world. This is not a sales or marketing presentation: no vaporware, just pure and real experience from the field.
Enjoy the slides and stay tuned on my twitter channel on @gpaterno
Building highly efficient cloud infrastructure, and lessons learned from real deployments: The session will cover how to build converged cloud solution based on industry standard components and open source software, to deliver the best cost/performance, lowest $/GB storage, and lowest $/VM, and the right balance of compute, network, and storage resources. This is based on the speaker experience of working with multiple OpenStack based cloud providers, integrators, and internal implementation of OpenStack private cloud in Mellanox The session will also discuss various software defined storage (SDS) and commercial options, what’s the benefit of one vs the other, how to efficiently combine SSD & HDD, and expiriance with BigData and Hadoop applications, will cover latest innovations in the space of high-performance networking and storage (VXLAN in hardware, DPDK/NFV, Cinder acceleration, Ceph over RDMA, ..) , and will go over a concrete for high-density, high-perform
Architecture of massively scalable, distributed systems - InfoShare 2015Tomasz Zen Napierala
OpenStack is currently the biggest open source project in known universe. Besides social there are other, technical reasons for its rapid adoption. One of them is definately OpenStack architecture - massively scalable, extensible and distributed. Premature optimization is said to be source of all evil, but using some fundamental techniques we can save ourselves many problems in the future. Let’s look at some core scalability concepts and try to apply them to solve daily problems.
Cloud is getting industry's attention, as more applications are moving to Cloud, Understanding Cloud basics are no longer nice-to-have requirement but became necessity.
This Presentation was presented as an Internal training to employee for educational purposes.
Company: AST Corporation www.astcorporation.com
Presenter: Zeeshan Baig
Website: www.baigzeeshan.com
Cloud Security for Regulated Firms - Securing my cloud and proving itHentsū
As a regulated cloud user, security and compliance are two of your primary concerns, a workshop on how to keep secure and demonstrate your compliance to key stakeholders.
Specifically, what can be done to secure cloud resources and show compliance for auditors, investors, DDQs, SSAE16, covering:
- Strategies for securing data in transit and at rest
- Federating with your internal directory for role based access to your cloud
- Capturing and processing audit logs for security event notifications
- Fun with Infrastructure as Code – detecting and reverting misconfigurations and manual changes
Get to know which security standards are applicable to OpenStack clouds
Evgeniya Shumakher, Mirantis
Compliance with critical industry and regulatory standards used to be mostly the concern of application makers and customers integrating their solutions. Cloud computing – especially IaaS – has made things a lot more complicated. Meanwhile, emerging cloud-specific standards, like FedRAMP or CSA cloud security guidelines, are suggesting new, complex and stringent requirements – while also offering critical guidance.
The presentation offers an inside look at the process:
The most important compliance and security standards for cloud builders,
Where existing OpenStack resources can fully or partially solve common compliance problems
Where standards support within OpenStack is currently thin
The common workflow for architecting standards-compliant clouds,
Common risks and emerging opportunities.
Take a closer look at PCI Compliance for private OpenStack clouds
Scott Carlson, PayPal
PCI Compliance is very important for large financial institutions. As one of the larger installations of OpenStack within the Financial space, PayPal has driven forward the PCI conversation and will be sharing the technical perspective on the following related to PCI and OpenStack Private Clouds:
How does OpenStack fit into an existing PCI-Compliant Environment
When there is not an external Cloud Service Provider, how does your team need to compensate
What are the design choices required to continue to be PCI-Compliant
Physical versus Logical devices
Hypervisor versus Guest compliance
Management Networks for PCI and non-PCI Zones
The case study won’t give a fully prescriptive talk on how to obtain PCI compliance, because there is a lot more to gaining compliance than just making your cloud compliant, but will help to understand:
Where existing OpenStack resources can fully or partially solve PCI compliance problems,
Where OpenStack community needs to join together to solve in order to continue growth
into PCI-compliant spaces.
Amadeus IT Group is the leading provider of software and technology solutions for the global travel industry. In this competitive market, new applications made possible by Big Data allows organizations to gain an in-depth understanding of their markets, make better predictions, and build personalized experiences across the entire travel cycle. Amadeus is empowering real-time Big Data insights with MongoDB by using its rich data structure, flexible schema, high availability, and scale-out capabilities. The service offered by Amadeus enables their customers to replace batch analytical processes with faster and more efficient analysis of raw data. This talk covers how Amadeus configured MongoDB, the underlying systems for computation-heavy, scanning-type workloads, and how the firm was able to match MongoDB with their enterprise operational requirements.
How should IT architecture look like in the ages of Cloud and Devops? How do the changes and the technological evolution of the last years affect our systems and processes? Why is innovation and digitalization important? What means 'cloud-native', how should I build my solutions? To anwer these questions we will look at the "Big Five": Microservices and Containers, cloud and DevOps and finally BigData, IoT and last-but-not-least artificial intelligence.
Business metrics visualization with Grafana and PrometheusVasilis Stergioulis
How to design a system to visualize critical business metrics and KPI’s for proprietary database applications using Docker, Grafana, Prometheus and custom Java EE ThinWAR agent.
Presentation for Docker Athens meetup group, given Jul 5 2017 by Vasilis Stergioulis of InsurIT Advisors
Programma
16.30 Ontvangst
17.00 Robbrecht van Amerongen - Head of IoT, Conclusion Connect
• Welkom en opvallendste zaken van het congres
• Stand van zaken PaaS/SaaS, Digital Twin, Context IoT, Big Data en Machine Learning
• IoT en Security
• IoT-projecten: stand van zaken, opvallende voorbeelden en best practices
• Waar staan de vendors/ platformleveranciers
18.00 Diner
18.45 Gertjan van het Hof - IoT Solutions Architect, Conclusion Connect
• Platformen: Microsoft Azure IoT Reference Architecture en Google Cloud IoT
• CrateDB
• EdgeX Foundry en NetFoundry
• Intel Video processing
• Beacons
• Security Maturity Model
• Industrial Internet Consortium (IIC)
19:45 Pauze
20:00 Henk Jan van Wijk - IoT Solution Engineer, Conclusion Connect
• Microsoft Azure Sphere (connected devices)
• Low Power Connectivity (Thingstream)
• Digital Twin
• Anomaly detection at Intel (predict robots failure)
21.00 Afsluiting en borrel
Should you make the move to microservices?
How do you avoid the gotchas and overcome the complexities when you do?
We’ll do a deep dive into architecture principles, container orchestration, impacts to CI workflows, monitoring, auto-scaling clusters, and more to shed light on the real-world realities of implementing these powerful new technologies.
You'll learn:
When’s the right time to move to microservices
Why Kubernetes for container orchestration
How to overcome the most common challenges
Pro tip: How to provision your first cluster in minutes
WWW19: SGX-PySpark: Secure Distributed Data AnalyticsLEGATO project
SGX-PySpark: Secure Distributed Data Analytics addresses how public cloud users can protect sensitive data while still preserving the same utility of data analytics.
SUSECon 2015 Session CAS20148 covering Docker use cases, business use cases, and what environments and applications are most appropriate for containers.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.