SlideShare ist ein Scribd-Unternehmen logo
1 von 31
Downloaden Sie, um offline zu lesen
1CONFIDENTIAL
Azure IoT Hub:
- What is it?
- Why have we selected another solution?
April 21, 2018
2CONFIDENTIAL
1.Azure IoT Hub distilled
2.Case description
3.Tests results
4.Resume
Agenda
3CONFIDENTIAL
Azure IoT Hub Distilled
4CONFIDENTIAL
IoT Solution Architecture
5CONFIDENTIAL
1.Device management
2.Secure connection between devices and cloud
3.Two-way communication
4.Communication reliability
IoT Solution Challenges
6CONFIDENTIAL
How Azure IoT Hub Fits IoT Architecture
7CONFIDENTIAL
Device to Cloud Communication
•Maximum file size supported by Azure Blob Storage
•Available when using any protocol, but requires HTTPS
on the device
•Low frequency
File uploads
•Up to 8 KB per property
•MQTT or AMQP protocols supported
•Medium frequency
Twin
properties
•Up to 256 KB per message
•All protocols supported
•High frequency
Device-to-
cloud
message
8CONFIDENTIAL
Cloud to Device Communication
•Two-way data flow
•Up to 8 KB for request and for response
•MQTT or AMQP protocols supported
•High frequency
Direct
method
•One-way data flow
•Up to 8 KB per property
•MQTT or AMQP protocols supported
•Medium frequency
Twin
properties
•One-way data flow
•Up to 64 KB per message
•Available on all protocols. Device must poll when using
HTTPS
•Low frequency
Cloud-to-
device
message
9CONFIDENTIAL
IoT Hub and Backend Communication
1.Azure Storage container
2.Event Hub
3.Service Bus Queue
4.Service Bus Topic
10CONFIDENTIAL
Azure IoT Hub in Details
11CONFIDENTIAL
Azure IoT Hub Pricing
Edition Price per unit Total number of messages/day per
unit
B1 $10 400,000
B2 $50 6,000,000
B3 $500 300,000,000
S1 $25 400,000
S2 $250 6,000,000
S3 $2,500 300,000,000
12CONFIDENTIAL
Case Description
13CONFIDENTIAL
• 6 seconds for full vehicle provision
• Mutual TLS authentication
• 2 millions of connected vehicles
Case Description
14CONFIDENTIAL
Tests
15CONFIDENTIAL
1.Measure latency of message handling for different Azure Hub configurations
2.Compare MQTT vs HTTP
3.Use X.509 certificate per device as authentication mechanism
4.Compare different approaches for communication between cloud and
devices
Test Goal
16CONFIDENTIAL
IoT Hub Configuration
Device Gateway
Service
Bus
Queue
Backend
service
17CONFIDENTIAL
1.Device sends authentication request to server
2.Server responds with random number from 3 to 8 urls to services, one
response per url
3.±20 device emulators are started concurrently
4.Each device emulator makes 10 sequence attempts for authentication
Test Settings
18CONFIDENTIAL
Run 1 – Direct Method + Service Bus
19CONFIDENTIAL
Run 1 – Direct Method + Service Bus
Establishing connection takes ~0.5 sec
20CONFIDENTIAL
Run 2 – Direct Method + Event Hub
21CONFIDENTIAL
Run 2 – Direct Method + Event Hub
1.Event hub provides only minor improvements of latency
2.Event introduce extra complexity in the server side
development
22CONFIDENTIAL
Run 3 – Cloud-to-Device Messages
Average min ~0.6 seconds
Average max ~14 seconds
23CONFIDENTIAL
Run 3 – Cloud-to-Device Messages
Cloud-to-Device messaging introduces vary variable range
of results. Minimal results are better than direct method,
however maximum ones take a lot of time. It might be
explained by using QoS=1 for sending messages and retry
policies with delays on messages that were not delivered
first time.
24CONFIDENTIAL
Run 4 – Direct Method + Premium Service Bus
25CONFIDENTIAL
Run 4 – Direct Method + Premium Service Bus
Premium service bus does not minimize the latency
26CONFIDENTIAL
Run 5 – Direct Method + Service Bus + AMQT at BE
27CONFIDENTIAL
Run 5 – Direct Method + Service Bus + AMQT at BE
AMQT improves overall performance for ~0.5 sec
28CONFIDENTIAL
Resume
29CONFIDENTIAL
Resume
1.Azure IoT Hub provides miscellaneous options for configuration
2.Azure IoT Hub covers typical IoT cases well
3.Azure IoT Hub was not designed for minimal latency
4.All tested combination shown relatively the same results
5.Tested case in not a typical “IoT” case
6.We created a custom solution for this case
30CONFIDENTIAL
Questions?
31CONFIDENTIAL
Our Contacts
SERGEY PROKOFIEV BOHDAN SIMIANYK
Sergey_Prokofiev@epam.com Bohdan_Simianyk@epam.com

Weitere ähnliche Inhalte

Was ist angesagt?

Api gateway in microservices
Api gateway in microservicesApi gateway in microservices
Api gateway in microservices
Kunal Hire
 

Was ist angesagt? (20)

GitOps Testing in Kubernetes with Flux and Testkube.pdf
GitOps Testing in Kubernetes with Flux and Testkube.pdfGitOps Testing in Kubernetes with Flux and Testkube.pdf
GitOps Testing in Kubernetes with Flux and Testkube.pdf
 
DevOps Lifecycle | Edureka
DevOps Lifecycle | EdurekaDevOps Lifecycle | Edureka
DevOps Lifecycle | Edureka
 
DevOps and Continuous Delivery Reference Architectures (including Nexus and o...
DevOps and Continuous Delivery Reference Architectures (including Nexus and o...DevOps and Continuous Delivery Reference Architectures (including Nexus and o...
DevOps and Continuous Delivery Reference Architectures (including Nexus and o...
 
Service mesh
Service meshService mesh
Service mesh
 
Présentation du DevOps
Présentation du DevOpsPrésentation du DevOps
Présentation du DevOps
 
DevOps Introduction
DevOps IntroductionDevOps Introduction
DevOps Introduction
 
DevOps: Age Of CI/CD
DevOps: Age Of CI/CDDevOps: Age Of CI/CD
DevOps: Age Of CI/CD
 
Prometheus
PrometheusPrometheus
Prometheus
 
Introduction to the Container Network Interface (CNI)
Introduction to the Container Network Interface (CNI)Introduction to the Container Network Interface (CNI)
Introduction to the Container Network Interface (CNI)
 
Exposing services with Azure API Management
Exposing services with Azure API ManagementExposing services with Azure API Management
Exposing services with Azure API Management
 
Apache Ranger
Apache RangerApache Ranger
Apache Ranger
 
Microservices With Istio Service Mesh
Microservices With Istio Service MeshMicroservices With Istio Service Mesh
Microservices With Istio Service Mesh
 
What is DevOps | DevOps Introduction | DevOps Training | DevOps Tutorial | Ed...
What is DevOps | DevOps Introduction | DevOps Training | DevOps Tutorial | Ed...What is DevOps | DevOps Introduction | DevOps Training | DevOps Tutorial | Ed...
What is DevOps | DevOps Introduction | DevOps Training | DevOps Tutorial | Ed...
 
Api gateway in microservices
Api gateway in microservicesApi gateway in microservices
Api gateway in microservices
 
Api gateway
Api gatewayApi gateway
Api gateway
 
Gitlab CI/CD
Gitlab CI/CDGitlab CI/CD
Gitlab CI/CD
 
API Management Part 1 - An Introduction to Azure API Management
API Management Part 1 - An Introduction to Azure API ManagementAPI Management Part 1 - An Introduction to Azure API Management
API Management Part 1 - An Introduction to Azure API Management
 
2019 DevSecOps Reference Architectures
2019 DevSecOps Reference Architectures2019 DevSecOps Reference Architectures
2019 DevSecOps Reference Architectures
 
Introduction to Kubernetes
Introduction to KubernetesIntroduction to Kubernetes
Introduction to Kubernetes
 
Git Tutorial
Git TutorialGit Tutorial
Git Tutorial
 

Ähnlich wie Azure IoT Hub: what is it and why we select other solution (production project use case)

Banv meetup-contrail
Banv meetup-contrailBanv meetup-contrail
Banv meetup-contrail
nvirters
 
openUC & Virtualization
openUC & VirtualizationopenUC & Virtualization
openUC & Virtualization
Christina Inge
 
Reply needed 1TCPIP is a networking protocol suite that Micros.docx
Reply  needed 1TCPIP is a networking protocol suite that Micros.docxReply  needed 1TCPIP is a networking protocol suite that Micros.docx
Reply needed 1TCPIP is a networking protocol suite that Micros.docx
sodhi3
 

Ähnlich wie Azure IoT Hub: what is it and why we select other solution (production project use case) (20)

(ENT307) AWS Direct Connect Solutions and Network Automation | AWS re:Invent ...
(ENT307) AWS Direct Connect Solutions and Network Automation | AWS re:Invent ...(ENT307) AWS Direct Connect Solutions and Network Automation | AWS re:Invent ...
(ENT307) AWS Direct Connect Solutions and Network Automation | AWS re:Invent ...
 
Maturing IoT solutions with Microsoft Azure (Sam Vanhoutte & Glenn Colpaert a...
Maturing IoT solutions with Microsoft Azure (Sam Vanhoutte & Glenn Colpaert a...Maturing IoT solutions with Microsoft Azure (Sam Vanhoutte & Glenn Colpaert a...
Maturing IoT solutions with Microsoft Azure (Sam Vanhoutte & Glenn Colpaert a...
 
Microsoft Azure IoT Hub (Sam Vanhoutte @TechdaysNL 2017)
Microsoft Azure IoT Hub (Sam Vanhoutte @TechdaysNL 2017)Microsoft Azure IoT Hub (Sam Vanhoutte @TechdaysNL 2017)
Microsoft Azure IoT Hub (Sam Vanhoutte @TechdaysNL 2017)
 
VMworld 2013: vCloud Hybrid Service 101: The Basics
VMworld 2013: vCloud Hybrid Service 101: The Basics VMworld 2013: vCloud Hybrid Service 101: The Basics
VMworld 2013: vCloud Hybrid Service 101: The Basics
 
Accelerating Cloud Services - Intel
Accelerating Cloud Services - IntelAccelerating Cloud Services - Intel
Accelerating Cloud Services - Intel
 
Equinix Network Edge virtual network services demonstrated strong performance...
Equinix Network Edge virtual network services demonstrated strong performance...Equinix Network Edge virtual network services demonstrated strong performance...
Equinix Network Edge virtual network services demonstrated strong performance...
 
F5 BigIP v9.ppt
F5 BigIP v9.pptF5 BigIP v9.ppt
F5 BigIP v9.ppt
 
In search of the perfect IoT Stack - Scalable IoT Architectures with MQTT
In search of the perfect IoT Stack - Scalable IoT Architectures with MQTTIn search of the perfect IoT Stack - Scalable IoT Architectures with MQTT
In search of the perfect IoT Stack - Scalable IoT Architectures with MQTT
 
5 maximazing networkcapacity_v4-jorge_alvarado
5 maximazing networkcapacity_v4-jorge_alvarado5 maximazing networkcapacity_v4-jorge_alvarado
5 maximazing networkcapacity_v4-jorge_alvarado
 
Lowering Industrial Network Total Cost of Ownership
Lowering Industrial Network Total Cost of OwnershipLowering Industrial Network Total Cost of Ownership
Lowering Industrial Network Total Cost of Ownership
 
M2M Protocols for Constrained Environments in the Context of IoT: A Compariso...
M2M Protocols for Constrained Environments in the Context of IoT: A Compariso...M2M Protocols for Constrained Environments in the Context of IoT: A Compariso...
M2M Protocols for Constrained Environments in the Context of IoT: A Compariso...
 
Banv meetup-contrail
Banv meetup-contrailBanv meetup-contrail
Banv meetup-contrail
 
Ijetr042327
Ijetr042327Ijetr042327
Ijetr042327
 
Essential Capabilities of an IoT Platform
Essential Capabilities of an IoT PlatformEssential Capabilities of an IoT Platform
Essential Capabilities of an IoT Platform
 
openUC & Virtualization
openUC & VirtualizationopenUC & Virtualization
openUC & Virtualization
 
[Feb 2020] Cours IoT - CentraleSupelec - Master SIO
[Feb 2020] Cours IoT - CentraleSupelec - Master SIO[Feb 2020] Cours IoT - CentraleSupelec - Master SIO
[Feb 2020] Cours IoT - CentraleSupelec - Master SIO
 
Why integration is key in IoT solutions? (Sam Vanhoutte @Integrate2017)
Why integration is key in IoT solutions? (Sam Vanhoutte @Integrate2017)Why integration is key in IoT solutions? (Sam Vanhoutte @Integrate2017)
Why integration is key in IoT solutions? (Sam Vanhoutte @Integrate2017)
 
Reply needed 1TCPIP is a networking protocol suite that Micros.docx
Reply  needed 1TCPIP is a networking protocol suite that Micros.docxReply  needed 1TCPIP is a networking protocol suite that Micros.docx
Reply needed 1TCPIP is a networking protocol suite that Micros.docx
 
CCNA site-to-site connectivity security
CCNA  site-to-site connectivity securityCCNA  site-to-site connectivity security
CCNA site-to-site connectivity security
 
How Aporeto Secures Cloud-native Across Public, Private, & Hybrid Clouds with...
How Aporeto Secures Cloud-native Across Public, Private, & Hybrid Clouds with...How Aporeto Secures Cloud-native Across Public, Private, & Hybrid Clouds with...
How Aporeto Secures Cloud-native Across Public, Private, & Hybrid Clouds with...
 

Mehr von Katherine Golovinova

Mehr von Katherine Golovinova (20)

Contract-based Testing Approach as a Tool for Shift Lef
Contract-based Testing Approach as a Tool for Shift LefContract-based Testing Approach as a Tool for Shift Lef
Contract-based Testing Approach as a Tool for Shift Lef
 
Speed up application testing with azure container instances
Speed up application testing with azure container instancesSpeed up application testing with azure container instances
Speed up application testing with azure container instances
 
Analyzing application activities with KSQL and Elasticsearch
Analyzing application activities with KSQL and ElasticsearchAnalyzing application activities with KSQL and Elasticsearch
Analyzing application activities with KSQL and Elasticsearch
 
Testing Big Data solutions fast and furiously
Testing Big Data solutions fast and furiouslyTesting Big Data solutions fast and furiously
Testing Big Data solutions fast and furiously
 
"Fast & Fail in real life of DevTestSecOps"
"Fast & Fail in real life of DevTestSecOps""Fast & Fail in real life of DevTestSecOps"
"Fast & Fail in real life of DevTestSecOps"
 
Geodistributed databases - what, how, and why?
Geodistributed databases - what, how, and why?Geodistributed databases - what, how, and why?
Geodistributed databases - what, how, and why?
 
COSMOS DB - geodistributed database for anyone
COSMOS DB - geodistributed database for anyoneCOSMOS DB - geodistributed database for anyone
COSMOS DB - geodistributed database for anyone
 
Migrating from a monolith to microservices – is it worth it?
Migrating from a monolith to microservices – is it worth it?Migrating from a monolith to microservices – is it worth it?
Migrating from a monolith to microservices – is it worth it?
 
Azure Functions - the evolution of microservices platform or marketing gibber...
Azure Functions - the evolution of microservices platform or marketing gibber...Azure Functions - the evolution of microservices platform or marketing gibber...
Azure Functions - the evolution of microservices platform or marketing gibber...
 
Gatling and Page Object: a way to performance testing
Gatling and Page Object: a way to performance testingGatling and Page Object: a way to performance testing
Gatling and Page Object: a way to performance testing
 
Automation of Security scanning easy or cheese
Automation of Security scanning easy or cheeseAutomation of Security scanning easy or cheese
Automation of Security scanning easy or cheese
 
Gradle plugins for Test Automation
Gradle plugins for Test AutomationGradle plugins for Test Automation
Gradle plugins for Test Automation
 
Automation world under the DevTestSecOps umbrella
Automation world under the DevTestSecOps umbrellaAutomation world under the DevTestSecOps umbrella
Automation world under the DevTestSecOps umbrella
 
"Disaster Recovery in Azure" by Viktor Kocherha
"Disaster Recovery in Azure" by Viktor Kocherha"Disaster Recovery in Azure" by Viktor Kocherha
"Disaster Recovery in Azure" by Viktor Kocherha
 
"Certified Kubernetes Administrator Exam – how it was" by Andrii Fedenishin
"Certified Kubernetes Administrator Exam – how it was" by Andrii Fedenishin"Certified Kubernetes Administrator Exam – how it was" by Andrii Fedenishin
"Certified Kubernetes Administrator Exam – how it was" by Andrii Fedenishin
 
"Modern CI/CD" by Dmytro Batiievskyi
"Modern CI/CD" by Dmytro Batiievskyi"Modern CI/CD" by Dmytro Batiievskyi
"Modern CI/CD" by Dmytro Batiievskyi
 
EPAM DevOps community meetup: Building CI/CD for microservice architecture
EPAM DevOps community meetup: Building CI/CD for microservice architectureEPAM DevOps community meetup: Building CI/CD for microservice architecture
EPAM DevOps community meetup: Building CI/CD for microservice architecture
 
EPAM DevOps community meetup: Designing bare metal Kubernetes clusters
EPAM DevOps community meetup: Designing bare metal Kubernetes clustersEPAM DevOps community meetup: Designing bare metal Kubernetes clusters
EPAM DevOps community meetup: Designing bare metal Kubernetes clusters
 
Hosting Microservices in Microsoft Azure
Hosting Microservices in Microsoft AzureHosting Microservices in Microsoft Azure
Hosting Microservices in Microsoft Azure
 
Infrastructure as Code for Azure: ARM or Terraform?
Infrastructure as Code for Azure: ARM or Terraform?Infrastructure as Code for Azure: ARM or Terraform?
Infrastructure as Code for Azure: ARM or Terraform?
 

Kürzlich hochgeladen

Standard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayStandard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power Play
Epec Engineered Technologies
 
notes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.pptnotes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.ppt
MsecMca
 
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
amitlee9823
 
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
ssuser89054b
 
Integrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - NeometrixIntegrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - Neometrix
Neometrix_Engineering_Pvt_Ltd
 

Kürzlich hochgeladen (20)

Standard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayStandard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power Play
 
Introduction to Serverless with AWS Lambda
Introduction to Serverless with AWS LambdaIntroduction to Serverless with AWS Lambda
Introduction to Serverless with AWS Lambda
 
(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7
(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7
(INDIRA) Call Girl Bhosari Call Now 8617697112 Bhosari Escorts 24x7
 
notes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.pptnotes on Evolution Of Analytic Scalability.ppt
notes on Evolution Of Analytic Scalability.ppt
 
Unit 2- Effective stress & Permeability.pdf
Unit 2- Effective stress & Permeability.pdfUnit 2- Effective stress & Permeability.pdf
Unit 2- Effective stress & Permeability.pdf
 
Hostel management system project report..pdf
Hostel management system project report..pdfHostel management system project report..pdf
Hostel management system project report..pdf
 
Work-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptxWork-Permit-Receiver-in-Saudi-Aramco.pptx
Work-Permit-Receiver-in-Saudi-Aramco.pptx
 
COST-EFFETIVE and Energy Efficient BUILDINGS ptx
COST-EFFETIVE  and Energy Efficient BUILDINGS ptxCOST-EFFETIVE  and Energy Efficient BUILDINGS ptx
COST-EFFETIVE and Energy Efficient BUILDINGS ptx
 
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
 
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
 
chapter 5.pptx: drainage and irrigation engineering
chapter 5.pptx: drainage and irrigation engineeringchapter 5.pptx: drainage and irrigation engineering
chapter 5.pptx: drainage and irrigation engineering
 
Block diagram reduction techniques in control systems.ppt
Block diagram reduction techniques in control systems.pptBlock diagram reduction techniques in control systems.ppt
Block diagram reduction techniques in control systems.ppt
 
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
 
Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...
Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...
Hazard Identification (HAZID) vs. Hazard and Operability (HAZOP): A Comparati...
 
Integrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - NeometrixIntegrated Test Rig For HTFE-25 - Neometrix
Integrated Test Rig For HTFE-25 - Neometrix
 
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced LoadsFEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
FEA Based Level 3 Assessment of Deformed Tanks with Fluid Induced Loads
 
Design For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startDesign For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the start
 
Thermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.pptThermal Engineering -unit - III & IV.ppt
Thermal Engineering -unit - III & IV.ppt
 
Call Girls Wakad Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Wakad Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Wakad Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Wakad Call Me 7737669865 Budget Friendly No Advance Booking
 
UNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its PerformanceUNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its Performance
 

Azure IoT Hub: what is it and why we select other solution (production project use case)