SlideShare una empresa de Scribd logo
1 de 23
Azure Kubernetes Service
(AKS)
Akash Agrawal | 09-11-2019
Agenda
● Containers Overview
● Kubernetes Overview
● Containerized Application deployment in Azure Cloud
● AKS Overview & Architecture
● Interacting with AKS
● AKS Features
About Me
● Having 11+ years of experience in IT Industry
● Previously I worked with various clients like Sabre Travel Technologies /
Citi Bank / Goldman Sachs / L&T Infotech etc.
● From last couple of years, I work as Independent Consultant:
○ I work with different startups helping them to design/improve their solutions
around Kubernetes & Cloud (as Technical Adviser / Architect)
○ Trainer around Cloud & Kubernetes Ecosystem
● Developer Community: https://www.meetup.com/Technology-Cafe-Bengaluru/
Containers Overview
● Kind of Sandbox
● Package your application & it’s dependencies (application dependencies)
● Built around Linux features like namespace, shared kernel etc.
● Container Runtimes: Docker, Rkt etc.
Docker Overview
● Docker is a open source platform for developers and sysadmins to
develop, deploy and run applications with containers (called containerized
applications)
● It works on the principle of Build/Ship/Run:
○ Build: Build Container Images on local Laptop or automate it through Continuous
Integration Pipeline
○ Ship: Ship Container Images through Container Registry e.g. DockerHub, DTR, GCR, ECR
etc.
○ Run: Run anywhere on Cloud/On-Prem etc.
Kubernetes Overview
● Kubernetes is an Open Source system for Container Orchestration
(Deployment/Management/Scaling)
● Focused around:
○ Scheduling
○ Scaling (Manual/Auto)
○ Self Healing / Auto Repairing
Kubernetes Flow
Source: https://software.danielwatrous.com/wp-content/uploads/2017/02/kubernetes-overview.png
Kubernetes Components
● Control Plane (Master Node) Components:
○ API Server
○ Scheduler
○ Controller Manager
○ Etcd
● Data Plane (Worker Node) Components:
○ Kubelet
○ Kube-Proxy
○ Others
■ Container Runtime
Kubernetes Components
Source: https://carltsuis-blog.readthedocs.io/en/latest/kubernetes/components-of-k8s.png
Kubernetes Resources/Objects
● Pods (Single & Multi-Container Pods)
● Controllers:
○ Deployment / Replication Controller / ReplicaSet
○ StatefulSet
○ DaemonSet
○ Job
○ …
● Services
○ ClusterIP/NodePort/Load Balancer
○ Headless Services
Kubernetes Resources/Objects
● Namespaces
● ConfigMap
● Secret
Kubernetes Resources/Objects
● Volumes (Kubernetes Volumes) & Volume Types/Plugins
● Persistent Volumes (PVs)
● Persistent Volume Claims (PVCs)
● Persistent Volume Types/Plugins
● Storage Classes
Containerized Application deployment in
Azure Cloud
● ACI
● AKS
● AKS-Engine
AKS Overview
● Managed Kubernetes Service (means it lets you quickly deploy and
manage kubernetes clusters in Azure)
● Kubernetes master nodes are managed by Azure, while worker nodes are
managed by Customers
● It reduces the Setup & Operational Complexity of Kubernetes for
Production workloads
AKS Cluster Architecture
Thinking about Production
● Applications:
○ Microservices based Applications
○ ML/DL Workloads
● Operations:
○ DevOps Process
● Developers
Interacting with AKS
● Azure Portal UI
● CLI:
○ Azure CLI
○ Azure Cloud Shell
● Template Driven Approach:
○ Azure Resource Manager (ARM) Templates
○ Terraform
Azure Dev Spaces
● Interactively develop, test & debug microservices in AKS
● Reduces the burden and complexity of collaborating with your team in a
shared AKS cluster
● Explore:
○ https://docs.microsoft.com/en-gb/azure/dev-spaces/
AKS Features
● Managed Kubernetes Control Plane
● Different Machine or Cluster Configurations:
○ Different Machine Configurations: CPU, Memory, Size, Type of Storage, OS etc
○ Node Pools
○ Accelerator Support like GPUs
○ Windows Server Containers (in preview)
● Workloads
AKS Features
● Identity, Access Control & Security:
○ Azure Active Directory
○ Kubernetes RBAC
○ Virtual Networks, Subnets
○ Kubernetes Version Upgrades, OS Security Patches
● Elasticity
○ Cluster/Node Pools Scaling (Out & In)
○ Application Scaling (Out & In)
AKS Features
● Monitoring & Logging
○ Azure Monitor
○ Azure Log Analytics
● Storage:
○ Azure Disks
○ Azure Files
● Kubernetes Conformant:
○ CNCF certified Kubernetes Conformant solution
● Regulatory Compliance:
○ Compliant with SOC, ISO, PCI DSS, HIPAA etc.
AKS Pricing
● AKS is free
● You only pay for cloud resources:
○ Worker nodes (not Master nodes)
○ Other cloud resources e.g. Load Balancers etc.
Akash Agrawal
LinkedIn : akash-agrawal-58a97813
Twitter : @akkiagrawal29
Thanks

Más contenido relacionado

La actualidad más candente

La actualidad más candente (20)

Azure Container Apps
Azure Container AppsAzure Container Apps
Azure Container Apps
 
AWS Tutorial | AWS Certified Solutions Architect | Amazon AWS | AWS Training ...
AWS Tutorial | AWS Certified Solutions Architect | Amazon AWS | AWS Training ...AWS Tutorial | AWS Certified Solutions Architect | Amazon AWS | AWS Training ...
AWS Tutorial | AWS Certified Solutions Architect | Amazon AWS | AWS Training ...
 
Azure AKS
Azure AKSAzure AKS
Azure AKS
 
AKS - Azure Kubernetes Services - kubernetes meetup may 2018
AKS - Azure Kubernetes Services  - kubernetes meetup may 2018AKS - Azure Kubernetes Services  - kubernetes meetup may 2018
AKS - Azure Kubernetes Services - kubernetes meetup may 2018
 
Lets talk about: Azure Kubernetes Service (AKS)
Lets talk about: Azure Kubernetes Service (AKS)Lets talk about: Azure Kubernetes Service (AKS)
Lets talk about: Azure Kubernetes Service (AKS)
 
Using HashiCorp’s Terraform to build your infrastructure on AWS - Pop-up Loft...
Using HashiCorp’s Terraform to build your infrastructure on AWS - Pop-up Loft...Using HashiCorp’s Terraform to build your infrastructure on AWS - Pop-up Loft...
Using HashiCorp’s Terraform to build your infrastructure on AWS - Pop-up Loft...
 
DevJam 2019 - Introduction to Kubernetes
DevJam 2019 - Introduction to KubernetesDevJam 2019 - Introduction to Kubernetes
DevJam 2019 - Introduction to Kubernetes
 
Hands-On Introduction to Kubernetes at LISA17
Hands-On Introduction to Kubernetes at LISA17Hands-On Introduction to Kubernetes at LISA17
Hands-On Introduction to Kubernetes at LISA17
 
EKS vs GKE vs AKS - Evaluating Kubernetes in the Cloud
EKS vs GKE vs AKS - Evaluating Kubernetes in the CloudEKS vs GKE vs AKS - Evaluating Kubernetes in the Cloud
EKS vs GKE vs AKS - Evaluating Kubernetes in the Cloud
 
An Architectural Deep Dive With Kubernetes And Containers Powerpoint Presenta...
An Architectural Deep Dive With Kubernetes And Containers Powerpoint Presenta...An Architectural Deep Dive With Kubernetes And Containers Powerpoint Presenta...
An Architectural Deep Dive With Kubernetes And Containers Powerpoint Presenta...
 
Introduction to Kubernetes Workshop
Introduction to Kubernetes WorkshopIntroduction to Kubernetes Workshop
Introduction to Kubernetes Workshop
 
Kubernetes PPT.pptx
Kubernetes PPT.pptxKubernetes PPT.pptx
Kubernetes PPT.pptx
 
(ARC307) Infrastructure as Code
(ARC307) Infrastructure as Code(ARC307) Infrastructure as Code
(ARC307) Infrastructure as Code
 
Azure Arc Overview from Microsoft
Azure Arc Overview from MicrosoftAzure Arc Overview from Microsoft
Azure Arc Overview from Microsoft
 
Getting Started with Kubernetes
Getting Started with Kubernetes Getting Started with Kubernetes
Getting Started with Kubernetes
 
Docker Ecosystem on Azure
Docker Ecosystem on AzureDocker Ecosystem on Azure
Docker Ecosystem on Azure
 
Microsoft Azure Technical Overview
Microsoft Azure Technical OverviewMicrosoft Azure Technical Overview
Microsoft Azure Technical Overview
 
infrastructure as code
infrastructure as codeinfrastructure as code
infrastructure as code
 
Introduction to Amazon EKS
Introduction to Amazon EKSIntroduction to Amazon EKS
Introduction to Amazon EKS
 
Kubernetes Introduction
Kubernetes IntroductionKubernetes Introduction
Kubernetes Introduction
 

Similar a Azure kubernetes service (aks)

Similar a Azure kubernetes service (aks) (20)

MicroServices with Containers, Kubernetes & ServiceMesh
MicroServices with Containers, Kubernetes & ServiceMeshMicroServices with Containers, Kubernetes & ServiceMesh
MicroServices with Containers, Kubernetes & ServiceMesh
 
Amazon EKS - Aws community day bengaluru 2019
Amazon EKS - Aws community day bengaluru 2019Amazon EKS - Aws community day bengaluru 2019
Amazon EKS - Aws community day bengaluru 2019
 
Scalable Spark deployment using Kubernetes
Scalable Spark deployment using KubernetesScalable Spark deployment using Kubernetes
Scalable Spark deployment using Kubernetes
 
Getting started with Azure Container Service (AKS)
Getting started with Azure Container Service (AKS)Getting started with Azure Container Service (AKS)
Getting started with Azure Container Service (AKS)
 
Docker and Azure Kubernetes service.pptx
Docker and Azure Kubernetes service.pptxDocker and Azure Kubernetes service.pptx
Docker and Azure Kubernetes service.pptx
 
Introduction to kubernetes
Introduction to kubernetesIntroduction to kubernetes
Introduction to kubernetes
 
Kubernetes - how to orchestrate containers
Kubernetes - how to orchestrate containersKubernetes - how to orchestrate containers
Kubernetes - how to orchestrate containers
 
Serverless Architecture in Azure and AWS
Serverless Architecture in Azure and AWSServerless Architecture in Azure and AWS
Serverless Architecture in Azure and AWS
 
Kubernetes intro
Kubernetes introKubernetes intro
Kubernetes intro
 
Seminar Modernizing Your Development Using Microservices, Container & Kubernetes
Seminar Modernizing Your Development Using Microservices, Container & KubernetesSeminar Modernizing Your Development Using Microservices, Container & Kubernetes
Seminar Modernizing Your Development Using Microservices, Container & Kubernetes
 
Structured Container Delivery by Oscar Renalias, Accenture
Structured Container Delivery by Oscar Renalias, AccentureStructured Container Delivery by Oscar Renalias, Accenture
Structured Container Delivery by Oscar Renalias, Accenture
 
Compare Docker deployment options in the public cloud
Compare Docker deployment options in the public cloudCompare Docker deployment options in the public cloud
Compare Docker deployment options in the public cloud
 
Docker & kubernetes
Docker & kubernetesDocker & kubernetes
Docker & kubernetes
 
Deploying WSO2 API Manager in Production-Grade Kubernetes
Deploying WSO2 API Manager in Production-Grade KubernetesDeploying WSO2 API Manager in Production-Grade Kubernetes
Deploying WSO2 API Manager in Production-Grade Kubernetes
 
GCCP JSCOE Session 2
GCCP JSCOE Session 2GCCP JSCOE Session 2
GCCP JSCOE Session 2
 
Rome .NET Conference 2024 - Remote Conference
Rome .NET Conference 2024  - Remote ConferenceRome .NET Conference 2024  - Remote Conference
Rome .NET Conference 2024 - Remote Conference
 
Container Landscape in 2019
Container Landscape in 2019Container Landscape in 2019
Container Landscape in 2019
 
MicroService architecture_&_Kubernetes
MicroService architecture_&_KubernetesMicroService architecture_&_Kubernetes
MicroService architecture_&_Kubernetes
 
OSDC 2018 | Three years running containers with Kubernetes in Production by T...
OSDC 2018 | Three years running containers with Kubernetes in Production by T...OSDC 2018 | Three years running containers with Kubernetes in Production by T...
OSDC 2018 | Three years running containers with Kubernetes in Production by T...
 
Nugwc k8s session-16-march-2021
Nugwc k8s session-16-march-2021Nugwc k8s session-16-march-2021
Nugwc k8s session-16-march-2021
 

Más de Akash Agrawal (7)

Google Kubernetes Engine (GKE) deep dive
Google Kubernetes Engine (GKE) deep diveGoogle Kubernetes Engine (GKE) deep dive
Google Kubernetes Engine (GKE) deep dive
 
Cloud Native and CNCF
Cloud Native and CNCFCloud Native and CNCF
Cloud Native and CNCF
 
Kubernetes & Google Kubernetes Engine (GKE)
Kubernetes & Google Kubernetes Engine (GKE)Kubernetes & Google Kubernetes Engine (GKE)
Kubernetes & Google Kubernetes Engine (GKE)
 
Kubernetes for machine learning
Kubernetes for machine learningKubernetes for machine learning
Kubernetes for machine learning
 
Google cloud infrastructure workshop
Google cloud infrastructure workshopGoogle cloud infrastructure workshop
Google cloud infrastructure workshop
 
Kubernetes best practices.odf
Kubernetes best practices.odfKubernetes best practices.odf
Kubernetes best practices.odf
 
Stateful applications on kubernetes
Stateful applications on kubernetesStateful applications on kubernetes
Stateful applications on kubernetes
 

Último

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
WSO2
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Victor Rentea
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Victor Rentea
 

Último (20)

Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)Introduction to Multilingual Retrieval Augmented Generation (RAG)
Introduction to Multilingual Retrieval Augmented Generation (RAG)
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
Platformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityPlatformless Horizons for Digital Adaptability
Platformless Horizons for Digital Adaptability
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 

Azure kubernetes service (aks)

  • 2. Agenda ● Containers Overview ● Kubernetes Overview ● Containerized Application deployment in Azure Cloud ● AKS Overview & Architecture ● Interacting with AKS ● AKS Features
  • 3. About Me ● Having 11+ years of experience in IT Industry ● Previously I worked with various clients like Sabre Travel Technologies / Citi Bank / Goldman Sachs / L&T Infotech etc. ● From last couple of years, I work as Independent Consultant: ○ I work with different startups helping them to design/improve their solutions around Kubernetes & Cloud (as Technical Adviser / Architect) ○ Trainer around Cloud & Kubernetes Ecosystem ● Developer Community: https://www.meetup.com/Technology-Cafe-Bengaluru/
  • 4. Containers Overview ● Kind of Sandbox ● Package your application & it’s dependencies (application dependencies) ● Built around Linux features like namespace, shared kernel etc. ● Container Runtimes: Docker, Rkt etc.
  • 5. Docker Overview ● Docker is a open source platform for developers and sysadmins to develop, deploy and run applications with containers (called containerized applications) ● It works on the principle of Build/Ship/Run: ○ Build: Build Container Images on local Laptop or automate it through Continuous Integration Pipeline ○ Ship: Ship Container Images through Container Registry e.g. DockerHub, DTR, GCR, ECR etc. ○ Run: Run anywhere on Cloud/On-Prem etc.
  • 6. Kubernetes Overview ● Kubernetes is an Open Source system for Container Orchestration (Deployment/Management/Scaling) ● Focused around: ○ Scheduling ○ Scaling (Manual/Auto) ○ Self Healing / Auto Repairing
  • 8. Kubernetes Components ● Control Plane (Master Node) Components: ○ API Server ○ Scheduler ○ Controller Manager ○ Etcd ● Data Plane (Worker Node) Components: ○ Kubelet ○ Kube-Proxy ○ Others ■ Container Runtime
  • 10. Kubernetes Resources/Objects ● Pods (Single & Multi-Container Pods) ● Controllers: ○ Deployment / Replication Controller / ReplicaSet ○ StatefulSet ○ DaemonSet ○ Job ○ … ● Services ○ ClusterIP/NodePort/Load Balancer ○ Headless Services
  • 12. Kubernetes Resources/Objects ● Volumes (Kubernetes Volumes) & Volume Types/Plugins ● Persistent Volumes (PVs) ● Persistent Volume Claims (PVCs) ● Persistent Volume Types/Plugins ● Storage Classes
  • 13. Containerized Application deployment in Azure Cloud ● ACI ● AKS ● AKS-Engine
  • 14. AKS Overview ● Managed Kubernetes Service (means it lets you quickly deploy and manage kubernetes clusters in Azure) ● Kubernetes master nodes are managed by Azure, while worker nodes are managed by Customers ● It reduces the Setup & Operational Complexity of Kubernetes for Production workloads
  • 16. Thinking about Production ● Applications: ○ Microservices based Applications ○ ML/DL Workloads ● Operations: ○ DevOps Process ● Developers
  • 17. Interacting with AKS ● Azure Portal UI ● CLI: ○ Azure CLI ○ Azure Cloud Shell ● Template Driven Approach: ○ Azure Resource Manager (ARM) Templates ○ Terraform
  • 18. Azure Dev Spaces ● Interactively develop, test & debug microservices in AKS ● Reduces the burden and complexity of collaborating with your team in a shared AKS cluster ● Explore: ○ https://docs.microsoft.com/en-gb/azure/dev-spaces/
  • 19. AKS Features ● Managed Kubernetes Control Plane ● Different Machine or Cluster Configurations: ○ Different Machine Configurations: CPU, Memory, Size, Type of Storage, OS etc ○ Node Pools ○ Accelerator Support like GPUs ○ Windows Server Containers (in preview) ● Workloads
  • 20. AKS Features ● Identity, Access Control & Security: ○ Azure Active Directory ○ Kubernetes RBAC ○ Virtual Networks, Subnets ○ Kubernetes Version Upgrades, OS Security Patches ● Elasticity ○ Cluster/Node Pools Scaling (Out & In) ○ Application Scaling (Out & In)
  • 21. AKS Features ● Monitoring & Logging ○ Azure Monitor ○ Azure Log Analytics ● Storage: ○ Azure Disks ○ Azure Files ● Kubernetes Conformant: ○ CNCF certified Kubernetes Conformant solution ● Regulatory Compliance: ○ Compliant with SOC, ISO, PCI DSS, HIPAA etc.
  • 22. AKS Pricing ● AKS is free ● You only pay for cloud resources: ○ Worker nodes (not Master nodes) ○ Other cloud resources e.g. Load Balancers etc.
  • 23. Akash Agrawal LinkedIn : akash-agrawal-58a97813 Twitter : @akkiagrawal29 Thanks