what is devops

What is DevOps?

DevOps is a Modern software engineering Culture and Practices to develop software where the development and operation teams work hand in hand as one unit, unlike the traditional ways, i.e., Agile Methodology where they worked individually to develop software or provide required services.

The traditional methods before DevOps were time-consuming and lacked understanding between different departments of Software Development, which lead to more time for updates and to fix bugs, therefore ultimately leading to customer dissatisfaction. Even to make a small change, the developer has to change the software from the beginning.

That’s why DevOps Processes provide such a culture, which allows fast, efficient, reliable software delivery through production.

Does your organization needs a DevOps Architect

Business Benefits of DevOps Processes

  • Maximize the speed of delivery of the product.
  • Enhanced customer experience.
  • Increased time to value.
  • Enables fast flow of planned work into production.
  • Use Automated tools at each level.
  • More stable operating environments.
  • Improved communication and collaboration.
  • More time to innovate.

Enterprise Architecture DevOps

You May also Love to Read How To Adopt DevOps in Your Organization


6 Cs of DevOps Processes

DevOps practices lead to high productivity, minor bugs, improved communication, enhanced quality, faster resolution of problems, more reliability, better and timely delivery of software.

  • Continuous Integration
  • Continuous Testing
  • Continuous Delivery
  • Continuous Deployment
  • Continuous Monitoring
  • Continuous Business Planning

6cs's of DevOps

Continuous Integration 

Continuous Integration means isolated changes are tested and reported when they are added to a larger code base. The goal of continuous integration is to give rapid feedback so that any defect can be identified and corrected as soon as possible.

Jenkins is used for continuous integration which follows 3 step rule, i.e., build, test and deploy. Here developer does frequent changes to the source code in the shared repository several times a day.

Along with Jenkins, we have more tools too, i.e., BuildBot, Travis etc. Jenkins widely used because it provides plugins for testing, reporting, notification, deployment etc.

Continuous Testing

Continuous Testing is done to obtain immediate feedback on the business risk associated with Software Release. It’s challenging and essential part of the software. Software rating depends upon Testing. Test function helps the developer to balance the quality and speed. Automated tools are used for testing as it is easier to do testing continuously instead of testing a whole software. The tool used for testing the software is Selenium.

Continuous Delivery 

Continuous Delivery is the ability to do changes like including new features, configuration management, fixes bugs and experiments into production. Our motive for doing continuous delivery is a continuous daily improvement. If there is an error in the production code, we can quickly fix it that time. So, here we are developing and deploying our application rapidly, reliably and repeatedly with minimum overhead.

Continuous Deployment 

The code is automatically deployed to the production environment as it passes through all the test cases. Continuous versioning ensures that multiple versions of the code are available at proper places. Here every changed code is put into production that automatically resulting in many deployments in production environment every day.

Continuous Monitoring 

Continuous Monitoring is a reporting tool because of which developers and testers understand the performance and availability of their application, even before it is deployed to operations. Feedback provided by continuous monitoring is essential for lowering the cost of errors and change. Nagios tool is used for continuous monitoring.

Continuous Business Planning

Continuous Business Planning begins with determining the resources required by the application. The goal of continuous business planning is to define the results and capabilities of the application.


Key Technologies and Terminologies in DevOps Processes

DevOps Key Terminology

Microservices Architecture

Microservices is an architectural style of developing a complex application by dividing it into smaller modules/microservices. These Microservices are loosely coupled, deployed independently and are focused properly by small teams.

With Microservices developers can decide how to use, design, language to choose, platform to run, deploy, scale etc.

Advantages Of Microservices Architecture

  • Microservices can be developed in various programming languages.
  • Errors in any module or microservices can easily be found out, thus saves time.
  • Smaller modules or microservices are easier to manage.
  • Whenever any update required, it can be immediately pushed on that particular microservices; otherwise, the whole application needs to be updated.
  • According to client need, we can scale up and down particular microservice without affecting the other microservices.
  • It also leads to an increase in productivity.
  • If anyone module goes down, the application remains largely unaffected.

Disadvantages Of Microservices Architecture 

  • If an application involves the number of microservices, then managing them becomes a little bit difficult.
  • Microservices leads to more memory consumption.
  • In some cases, Testing Microservices becomes difficult.
  • In production, it also leads to the complexity of deploying and managing a system comprised of different types of services.

Overview of Containers and Docker

DevOps Containerization

Containers create a virtualization environment that allows us to run multiple applications or operating system without interrupting each other.

With the container, we can quickly, reliably and consistently deploy our application because containers have their CPU, memory, network resources, and block I/O that shares with the kernel of host operating system.

Containers are lightweight because they don’t need the extra load of a hypervisor, they can be directly run on a host machine.

Before we were facing a problem that code can easily run on developer environment but while executing it in the production environment, dependency issue occurs.

Then virtual machines came, but they were heavyweight that leads to wastage of RAM, the processor is also not utilized completely. If we need more than 50 microservices to run then, VM is not the best option.

5 Advantages Of Using Containers

  • Wastage of resources like RAM, Processor, Disc space are controlled as now there is no need to pre-locate these resources and are met according to application requirements.
  • Sharing a container is easy.
  • Docker provides a platform to manage the lifecycle of containers.
  • Containers provide consistent computation environment.
  • Containers can run separate applications within a single shared operating system.

Container Orchestration

Container Orchestration is Automated, Arrangement, Coordination, and Management of containers and the resources they consume during deployment of a multi-container packed application.

Container Orchestration Features 

  • Cluster Management – Developer’s task is limited to launch a bunch of container instances and specify the functions which are needed to run. Administration of all containers is done by Orchestration.
  • Task Definitions – It allows the developer to define a task where they have to specify the number of containers required for the work and their dependencies. Many tasks can be launched through a single job definition.
  • Programmatic Control – With simple API calls one can register and deregister tasks, and launch and stop Docker containers.
  • Scheduling – Container scheduling deals with placing the containers from the cluster according to the resources they need and the availability of requirements.
  • Load Balancing – Helps in distributing traffic across the containers/deployment.
  • Monitoring – One can monitor CPU and memory utilization of running tasks and also gets alerted if containers need scaling.

Understanding Docker

Docker is a light weighted Container that has inbuilt images and occupies very less space comparatively. But for running a Docker, we need a Linux or Ubuntu as a host machine.

Overview of Docker Hub

It’s cloud-hosted service provided by Docker. Here we can upload our image or also can pull the images in a public repository.

Docker Registry

Storage component for Docker images Either we can store in a public repository or private repository. We are using this to integrate image storage with our in-house development workflow and also to control where images are to be stored.

Running Docker Images

The read-only template that is used to create the container. Built by Docker user and stored on Docker hub or local registry.

Docker Containers

It’s a runtime instance of a Docker image. It’s built from 1 or more images.

Hence Docker helps in achieving application issues, Application Isolation, and faster development.

You May also Love to Read Docker Overview – A Complete Guide


8 Container Orchestration Tools for DevOps Processes

For Container orchestration different tools are used, few are open source tools like Kubernetes, and Docker Swarn which can be used privately, also some paid tools are there like AWS ECS from Amazon, Google Containers, and Microsoft Containers.

Some of these tools are briefly explained below –

Container Orchestration Tools

Amazon ECS – Run Containerized Applications in Production

Amazon ECS is yet another product from Amazon Web Services that provides the runtime environment for Docker Containers and provide orchestration. It allows running Dockerized applications on top of Amazon’s Infrastructure.

Azure Container Services

Azure Container Service product is by Microsoft allowing similar functionalities. It has excellent support for the .NET ecosystem.

Docker Swarm

It’s an open source tool, part of Docker’s landscape. With this tool, we can run multiple Docker engines as a single virtual Docker. This is Dockers own containers orchestration Tool. It consists of the manager and worker nodes that run different services for orchestration. Managers that distributes tasks across the cluster and worker node run containers assigned by administrators.

Google Container Engine

Google Container Engine allows us to run Docker containers on Google Cloud Platform. It schedules the containers into the cluster and manages them as per the requirements were given. It is built on the top of Kubernetes, i.e., an open source Containers Orchestration tool.

Kubernetes

Kubernetes is one of the most mature orchestration systems for Docker containers. It’s an open source system used for automating the deployment and management of containerized application also according to user’s need it scales the application. Hence, It provides basic mechanisms for deployment, maintenance, and scaling of applications.

CoreOS Fleet

CoreOS Fleet is a container management tool that lets you deploy Docker containers on hosts in a cluster as well as distribute services across a cluster.

Cloud Foundry’s Diego

Cloud Foundry’s Diego is a container management system that combines a scheduler, runner, and health manager. It is a rewrite of the Cloud Foundry runtime.

Mesosphere Marathon

Mesosphere Marathon is a container orchestration framework for Apache Mesos that is designed to launch long-running applications. It offers key features for running applications in a clustered environment.

DevOps Processes Open Source Tools Comparison

During Transformation Towards Agile & DevOps, DevOps needs a platform where we can define workflow with different Integrations. Implementing DevOps Culture into your workflow requires using of specialized tools.

Read more about-DevOps Tools


Container Scheduling

Container Scheduling is one of the key features of Container Orchestration. Schedule simply means optimizing, arranging and controlling the task or resources. It includes upgrades, downgrades the resources, rescheduling, placement, scaling, and replication of resources needed to run a container.

Container Scheduling also helps in two important aspects –

  • Auto-Recovery – It means to recover the unhealthy containers required for the proper working of applications.
  • Container Deployments – When a new version of task definition is uploaded, schedulers automatically stop the containers needed for the previous version and start running the new containers as defined in the uploaded image. Thus allowing easy updating of containers to the latest version.

Container orchestration and container scheduling are assumed to be the same, but actually, they are different.

Container Scheduling is a feature of Container Orchestration. Scheduler job is to assign work to the container and orchestration ensures the resources needed to perform the work when needed, like scheduler assigned work to do load balancing, failure recovery and scaling, then for executing these task orchestration ensures or creates the environment which of these services are available.

Container Scheduling vs Container Orchestration


Continuous Monitoring and Alerting in DevOps

Continuous Monitoring in DevOps

Monitoring refers to analyze resources and their metrics continuously like CPU, Host, Memory, Storage, Network and take decision accordingly. Like sometimes CPU Utilization goes beyond the limit then we take decision accordingly and also if the host was not working then we can replace it or troubleshoot the host.

So, Monitoring works as feedback from the production environment. By doing Monitoring of our application, we can analyze the application’s performance and usage patterns. We Do so to detect the errors and as soon as we found we can immediately correct it.

Effective monitoring is essential to allow DevOps teams to deliver at speed, get feedback from production, and increase customer’s satisfaction, acquisition, and retention.

We do monitoring not only to raise our application, i.e., because we found out the out new things, new ideas, analyze the usage data, and figure out new things that can add value the application.

Effective Monitoring allows DevOps team to deliver the product on time at better speed and also important gets feedback from customers, our primary focus is towards customer satisfaction, we also focus on delivery much better than customer expectation.

We have many types of ways for monitoring our application by that we predict the application that are usage Monitoring, Availability Monitoring, Performance Monitoring etc.


Serverless Computing Architecture

Serverless Computing Architecture DevOps

Serverless Computing is a technology which allows developers to focus only on developing value-adding code and not to concentrate on provisioning or managing servers.

Serverless computing relieved developers from worrying about infrastructural and operational details like scalability, high availability, infrastructure, security etc., and allowing developers to do what they enjoy doing, i.e., writing code and creating the “next big thing” and someone else will manage and handle all the issues regarding servers and other infrastructure.

Serverless Computing is simply a building code and runs of applications without thinking about servers. “Serverless” doesn’t mean servers are no longer involved. It means the existence of servers is hidden from developers. So, with serverless computing developer shift his focus from server level to coding level.

The key benefit of serverless computing is that it encourages Microservices, i.e., dividing complex problems into smaller modules and then solving those modules.

Understanding AWS Lambda

Nowadays, AWS Lambda is the most used platform for Serverless Computing. The developer has just one task, i.e., to provide the code, rest all is taken care of by AWS Lambda including managing and provisioning servers.

AWS Lambda Features For Serverless Computing –

  • It supports various languages including Node.js, Java, C+, and Python.
  • In AWS Lambda we have to pay only for our computer time and not for the time when the code is not running.
  • According to our function memory requirement, Lambda automatically allocates CPU power, network bandwidth etc. proportionally.
  • It provides continuous scaling of our application.

Holistic Approach Towards DevOps Processes

We Started transformation towards DevOps Strategy by adopting processes like Integration of DevOps Tools, Processes and Data into our work culture. Parallelly, We Started adopting different Infrastructure architectures, Building Private Cloud, Docker, Apache Mesos, and Kubernetes.

During Transformation Towards Agile & DevOps, we realized that DevOps needs a platform where we can define a workflow with different Integrations



[wpforms id="7646"]
<div class="wpforms-container wpforms-container-full optin-monster-forms" id="wpforms-7646"><form id="wpforms-form-7646" class="wpforms-validate wpforms-form" data-formid="7646" method="post" enctype="multipart/form-data" action="/blog/devops-processes/"><noscript class="wpforms-error-noscript">Please enable JavaScript in your browser to complete this form.</noscript><div class="wpforms-page-indicator progress" data-indicator="progress" data-indicator-color="#72b239" data-scroll="1"><span class="wpforms-page-indicator-page-title" ></span><span class="wpforms-page-indicator-page-title-sep" style="display:none;"> - </span><span class="wpforms-page-indicator-steps">Step <span class="wpforms-page-indicator-steps-current">1</span> of 3</span><div class="wpforms-page-indicator-page-progress-wrap"><div class="wpforms-page-indicator-page-progress" style="width:33.333333333333%;background-color:#72b239;"></div></div></div><div class="wpforms-field-container"><div class="wpforms-page wpforms-page-1 "><div id="wpforms-7646-field_10-container" class="wpforms-field wpforms-field-pagebreak" data-field-id="10"></div><div id="wpforms-7646-field_24-container" class="wpforms-field wpforms-field-html form-popup-header-wrapper" data-field-id="24"><div id="wpforms-7646-field_24"><div class="form-popup-header"> <h2>Talk to Specialist</h2> <p>Interact with Experts to Find the Best Solution for <strong>Digitally Transforming</strong> your Organization<p> </div></div></div><div id="wpforms-7646-field_21-container" class="wpforms-field wpforms-field-radio custom-radio-btn-wrapper wpforms-list-inline wpforms-conditional-trigger" data-field-id="21"><label class="wpforms-field-label wpforms-label-hide" for="wpforms-7646-field_21">Sevices <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_21" class="wpforms-field-required wpforms-image-choices wpforms-image-choices-modern"><li class="choice-1 depth-1 wpforms-image-choices-item"><label class="wpforms-field-label-inline" for="wpforms-7646-field_21_1" tabindex="0"><span class="wpforms-image-choices-image"><img src="https://www.xenonstack.com/wp-content/uploads/2020/06/application-modernisation-icon.png" alt="Application Modernisation " title="Application Modernisation "></span><input type="radio" id="wpforms-7646-field_21_1" class="wpforms-screen-reader-element" name="wpforms[fields][21]" value="Application Modernisation " tabindex="-1" required ><span class="wpforms-image-choices-label">Application Modernisation </span></label></li><li class="choice-2 depth-1 wpforms-image-choices-item"><label class="wpforms-field-label-inline" for="wpforms-7646-field_21_2" tabindex="0"><span class="wpforms-image-choices-image"><img src="https://www.xenonstack.com/wp-content/uploads/2020/06/big-data-analytics-icon.png" alt="Big Data Analytics" title="Big Data Analytics"></span><input type="radio" id="wpforms-7646-field_21_2" class="wpforms-screen-reader-element" name="wpforms[fields][21]" value="Big Data Analytics" tabindex="-1" required ><span class="wpforms-image-choices-label">Big Data Analytics</span></label></li><li class="choice-3 depth-1 wpforms-image-choices-item"><label class="wpforms-field-label-inline" for="wpforms-7646-field_21_3" tabindex="0"><span class="wpforms-image-choices-image"><img src="https://www.xenonstack.com/wp-content/uploads/2020/06/cloud-migrations-icon.png" alt="Cloud Migrations" title="Cloud Migrations"></span><input type="radio" id="wpforms-7646-field_21_3" class="wpforms-screen-reader-element" name="wpforms[fields][21]" value="Cloud Migrations" tabindex="-1" required ><span class="wpforms-image-choices-label">Cloud Migrations</span></label></li><li class="choice-4 depth-1 wpforms-image-choices-item"><label class="wpforms-field-label-inline" for="wpforms-7646-field_21_4" tabindex="0"><span class="wpforms-image-choices-image"><img src="https://www.xenonstack.com/wp-content/uploads/2020/06/data-visualization-icon.png" alt="Data Visualization" title="Data Visualization"></span><input type="radio" id="wpforms-7646-field_21_4" class="wpforms-screen-reader-element" name="wpforms[fields][21]" value="Data Visualization" tabindex="-1" required ><span class="wpforms-image-choices-label">Data Visualization</span></label></li><li class="choice-5 depth-1 wpforms-image-choices-item"><label class="wpforms-field-label-inline" for="wpforms-7646-field_21_5" tabindex="0"><span class="wpforms-image-choices-image"><img src="https://www.xenonstack.com/wp-content/uploads/2020/06/robotic-process-automation-icon.png" alt="RPA" title="RPA"></span><input type="radio" id="wpforms-7646-field_21_5" class="wpforms-screen-reader-element" name="wpforms[fields][21]" value="RPA" tabindex="-1" required ><span class="wpforms-image-choices-label">RPA</span></label></li></ul></div><div id="wpforms-7646-field_23-container" class="wpforms-field wpforms-field-pagebreak" data-field-id="23"><div class="wpforms-clear wpforms-pagebreak-left"><button class="wpforms-page-button wpforms-page-next" data-action="next" data-page="1" data-formid="7646">Next</button></div></div></div><div class="wpforms-page wpforms-page-2 " style="display:none;"><div id="wpforms-7646-field_25-container" class="wpforms-field wpforms-field-html form-popup-header-wrapper" data-field-id="25"><div id="wpforms-7646-field_25"><div class="form-popup-header"> <h2>How can we get in Touch?</h2> <p>Fill the form and we will revert back to you soon.<p> </div></div></div><div id="wpforms-7646-field_20-container" class="wpforms-field wpforms-field-name col-12 col-sm-12 col-md-12 form-group" data-field-id="20"><label class="wpforms-field-label" for="wpforms-7646-field_20">Name <span class="wpforms-required-label">*</span></label><input type="text" id="wpforms-7646-field_20" class="wpforms-field-large wpforms-field-required" name="wpforms[fields][20]" placeholder="Name" required></div><div id="wpforms-7646-field_2-container" class="wpforms-field wpforms-field-email col-12 col-sm-12 col-md-12 form-group" data-field-id="2"><label class="wpforms-field-label" for="wpforms-7646-field_2">Email <span class="wpforms-required-label">*</span></label><input type="email" id="wpforms-7646-field_2" class="wpforms-field-large wpforms-field-required" name="wpforms[fields][2]" placeholder="Email" required></div><div id="wpforms-7646-field_3-container" class="wpforms-field wpforms-field-text col-12 col-sm-12 col-md-12 form-group" data-field-id="3"><label class="wpforms-field-label" for="wpforms-7646-field_3">Organization <span class="wpforms-required-label">*</span></label><input type="text" id="wpforms-7646-field_3" class="wpforms-field-large wpforms-field-required" name="wpforms[fields][3]" placeholder="Organization" required></div><div id="wpforms-7646-field_12-container" class="wpforms-field wpforms-field-pagebreak next-btn-wrapper" data-field-id="12"><div class="wpforms-clear wpforms-pagebreak-left"><button class="wpforms-page-button wpforms-page-next" data-action="next" data-page="2" data-formid="7646">Next</button></div></div></div><div class="wpforms-page wpforms-page-3 last next-btn-wrapper" style="display:none;"><div id="wpforms-7646-field_14-container" class="wpforms-field wpforms-field-divider form-section-divider" data-field-id="14"><h3 id="wpforms-7646-field_14" name="wpforms[fields][14]">Share your Requirements</h3></div><div id="wpforms-7646-field_7-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-inline wpforms-conditional-field wpforms-conditional-show" data-field-id="7" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_7">Application Modernization Services <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_7" class="wpforms-field-required"><li class="choice-1 depth-1"><input type="checkbox" id="wpforms-7646-field_7_1" name="wpforms[fields][7][]" value="Application Re-platform " required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_7_1">Application Re-platform </label></li><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_7_2" name="wpforms[fields][7][]" value="Application Migration " required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_7_2">Application Migration </label></li><li class="choice-3 depth-1"><input type="checkbox" id="wpforms-7646-field_7_3" name="wpforms[fields][7][]" value="Cloud Native Transformation" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_7_3">Cloud Native Transformation</label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_7_4" name="wpforms[fields][7][]" value="Application Assessment" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_7_4">Application Assessment</label></li><li class="choice-5 depth-1"><input type="checkbox" id="wpforms-7646-field_7_5" name="wpforms[fields][7][]" value="Application Re-engineering" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_7_5">Application Re-engineering</label></li></ul></div><div id="wpforms-7646-field_28-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-inline wpforms-conditional-field wpforms-conditional-show" data-field-id="28" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_28">Data Visualization Services <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_28" class="wpforms-field-required"><li class="choice-1 depth-1"><input type="checkbox" id="wpforms-7646-field_28_1" name="wpforms[fields][28][]" value="Data Visualization Cloud Services" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_28_1">Data Visualization Cloud Services</label></li><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_28_2" name="wpforms[fields][28][]" value="Dashboard and User Experience Design" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_28_2">Dashboard and User Experience Design</label></li><li class="choice-3 depth-1"><input type="checkbox" id="wpforms-7646-field_28_3" name="wpforms[fields][28][]" value="Data Visualization Integration " required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_28_3">Data Visualization Integration </label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_28_4" name="wpforms[fields][28][]" value="Analytics and Reporting Solutions " required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_28_4">Analytics and Reporting Solutions </label></li></ul></div><div id="wpforms-7646-field_29-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-inline wpforms-conditional-field wpforms-conditional-show" data-field-id="29" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_29">Big Data Services <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_29" class="wpforms-field-required"><li class="choice-1 depth-1"><input type="checkbox" id="wpforms-7646-field_29_1" name="wpforms[fields][29][]" value="Modern Data Integration " required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_29_1">Modern Data Integration </label></li><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_29_2" name="wpforms[fields][29][]" value="Big Data Governance and Security" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_29_2">Big Data Governance and Security</label></li><li class="choice-3 depth-1"><input type="checkbox" id="wpforms-7646-field_29_3" name="wpforms[fields][29][]" value="Enterprise Data Strategy" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_29_3">Enterprise Data Strategy</label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_29_4" name="wpforms[fields][29][]" value="Data Catalog" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_29_4">Data Catalog</label></li><li class="choice-5 depth-1"><input type="checkbox" id="wpforms-7646-field_29_5" name="wpforms[fields][29][]" value="Data Discovery " required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_29_5">Data Discovery </label></li></ul></div><div id="wpforms-7646-field_8-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-inline wpforms-conditional-field wpforms-conditional-show" data-field-id="8" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_8">Data Ingestion Tools <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_8" class="wpforms-field-required"><li class="choice-1 depth-1"><input type="checkbox" id="wpforms-7646-field_8_1" name="wpforms[fields][8][]" value="Amazon Kinesis" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_8_1">Amazon Kinesis</label></li><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_8_2" name="wpforms[fields][8][]" value="Apache Kafka" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_8_2">Apache Kafka</label></li><li class="choice-3 depth-1"><input type="checkbox" id="wpforms-7646-field_8_3" name="wpforms[fields][8][]" value="Google Pub/Sub" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_8_3">Google Pub/Sub</label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_8_4" name="wpforms[fields][8][]" value="Apache Pulsar" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_8_4">Apache Pulsar</label></li></ul></div><div id="wpforms-7646-field_30-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-inline wpforms-conditional-field wpforms-conditional-show" data-field-id="30" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_30">Data Processing Tools <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_30" class="wpforms-field-required"><li class="choice-1 depth-1"><input type="checkbox" id="wpforms-7646-field_30_1" name="wpforms[fields][30][]" value="Apache Spark" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_30_1">Apache Spark</label></li><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_30_2" name="wpforms[fields][30][]" value="Apache Flink" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_30_2">Apache Flink</label></li><li class="choice-3 depth-1"><input type="checkbox" id="wpforms-7646-field_30_3" name="wpforms[fields][30][]" value="Apache Beam" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_30_3">Apache Beam</label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_30_4" name="wpforms[fields][30][]" value="Amazon EMR" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_30_4">Amazon EMR</label></li><li class="choice-6 depth-1"><input type="checkbox" id="wpforms-7646-field_30_6" name="wpforms[fields][30][]" value="Google Cloud Dataproc" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_30_6">Google Cloud Dataproc</label></li></ul></div><div id="wpforms-7646-field_31-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-inline wpforms-conditional-field wpforms-conditional-show" data-field-id="31" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_31">Cloud Services <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_31" class="wpforms-field-required"><li class="choice-1 depth-1"><input type="checkbox" id="wpforms-7646-field_31_1" name="wpforms[fields][31][]" value="Cloud Governance and Security" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_31_1">Cloud Governance and Security</label></li><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_31_2" name="wpforms[fields][31][]" value="Cloud Native Microservices" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_31_2">Cloud Native Microservices</label></li><li class="choice-3 depth-1"><input type="checkbox" id="wpforms-7646-field_31_3" name="wpforms[fields][31][]" value="Cloud Infrastructure Automation" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_31_3">Cloud Infrastructure Automation</label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_31_4" name="wpforms[fields][31][]" value="Managed Cloud Services" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_31_4">Managed Cloud Services</label></li><li class="choice-5 depth-1"><input type="checkbox" id="wpforms-7646-field_31_5" name="wpforms[fields][31][]" value="Cloud Data Migration" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_31_5">Cloud Data Migration</label></li></ul></div><div id="wpforms-7646-field_32-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-inline wpforms-conditional-field wpforms-conditional-show" data-field-id="32" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_32">IT Infrastructure <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_32" class="wpforms-field-required"><li class="choice-1 depth-1"><input type="checkbox" id="wpforms-7646-field_32_1" name="wpforms[fields][32][]" value="AWS" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_32_1">AWS</label></li><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_32_2" name="wpforms[fields][32][]" value="Google" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_32_2">Google</label></li><li class="choice-3 depth-1"><input type="checkbox" id="wpforms-7646-field_32_3" name="wpforms[fields][32][]" value="Azure" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_32_3">Azure</label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_32_4" name="wpforms[fields][32][]" value="Private Cloud" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_32_4">Private Cloud</label></li><li class="choice-6 depth-1"><input type="checkbox" id="wpforms-7646-field_32_6" name="wpforms[fields][32][]" value="Data Center" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_32_6">Data Center</label></li></ul></div><div id="wpforms-7646-field_33-container" class="wpforms-field wpforms-field-checkbox col-12 col-sm-12 col-md-12 custom-checkbox form-group wpforms-list-inline wpforms-conditional-field wpforms-conditional-show" data-field-id="33" style="display:none;"><label class="wpforms-field-label" for="wpforms-7646-field_33">AI Services <span class="wpforms-required-label">*</span></label><ul id="wpforms-7646-field_33" class="wpforms-field-required"><li class="choice-1 depth-1"><input type="checkbox" id="wpforms-7646-field_33_1" name="wpforms[fields][33][]" value="Computer Vision Services" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_33_1">Computer Vision Services</label></li><li class="choice-2 depth-1"><input type="checkbox" id="wpforms-7646-field_33_2" name="wpforms[fields][33][]" value="Robotic Process Automation" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_33_2">Robotic Process Automation</label></li><li class="choice-3 depth-1"><input type="checkbox" id="wpforms-7646-field_33_3" name="wpforms[fields][33][]" value="Enterprise Operational Analytics" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_33_3">Enterprise Operational Analytics</label></li><li class="choice-4 depth-1"><input type="checkbox" id="wpforms-7646-field_33_4" name="wpforms[fields][33][]" value="AI Based Development" required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_33_4">AI Based Development</label></li><li class="choice-5 depth-1"><input type="checkbox" id="wpforms-7646-field_33_5" name="wpforms[fields][33][]" value="AI Strategy Consulting " required ><label class="wpforms-field-label-inline" for="wpforms-7646-field_33_5">AI Strategy Consulting </label></li></ul></div><div id="wpforms-7646-field_11-container" class="wpforms-field wpforms-field-pagebreak" data-field-id="11"><div class="wpforms-clear wpforms-pagebreak-left"></div></div></div></div><div class="wpforms-field wpforms-field-hp"><label for="wpforms-7646-field-hp" class="wpforms-field-label">Name</label><input type="text" name="wpforms[hp]" id="wpforms-7646-field-hp" class="wpforms-field-medium"></div><div class="wpforms-submit-container" style="display:none;"><input type="hidden" name="wpforms[id]" value="7646"><input type="hidden" name="wpforms[author]" value="3"><input type="hidden" name="wpforms[post_id]" value="366"><button type="submit" name="wpforms[submit]" class="wpforms-submit om-trigger-conversion mon-btn" id="wpforms-submit-7646" value="wpforms-submit" aria-live="assertive" data-alt-text="Submitting..." data-submit-text="Submit">Submit</button></div></form></div> <!-- .wpforms-container -->
[wpforms id="1328"]
<div class="wpforms-container wpforms-container-full subscription-form optin-monster-forms" id="wpforms-1328"><form id="wpforms-form-1328" class="wpforms-validate wpforms-form" data-formid="1328" method="post" enctype="multipart/form-data" action="/blog/devops-processes/"><noscript class="wpforms-error-noscript">Please enable JavaScript in your browser to complete this form.</noscript><div class="wpforms-field-container"><div id="wpforms-1328-field_1-container" class="wpforms-field wpforms-field-email col-12 col-sm-12 col-md-12 form-group" data-field-id="1"><label class="wpforms-field-label wpforms-label-hide" for="wpforms-1328-field_1">Email <span class="wpforms-required-label">*</span></label><input type="email" id="wpforms-1328-field_1" class="wpforms-field-large wpforms-field-required" name="wpforms[fields][1]" placeholder="Email address" required></div></div><div class="wpforms-field wpforms-field-hp"><label for="wpforms-1328-field-hp" class="wpforms-field-label">Message</label><input type="text" name="wpforms[hp]" id="wpforms-1328-field-hp" class="wpforms-field-medium"></div><div class="wpforms-submit-container" ><input type="hidden" name="wpforms[id]" value="1328"><input type="hidden" name="wpforms[author]" value="3"><input type="hidden" name="wpforms[post_id]" value="366"><button type="submit" name="wpforms[submit]" class="wpforms-submit om-trigger-conversion btn" id="wpforms-submit-1328" value="wpforms-submit" aria-live="assertive" data-alt-text="Sending..." data-submit-text="Subscribe">Subscribe</button></div></form></div> <!-- .wpforms-container -->