Showing posts with label HUB. Show all posts
Showing posts with label HUB. Show all posts

Thursday 15 December 2016

Azure Event Hub vs IoT Hub

Case
During our journey we noticed that in our team there is some confussion about the differences between an Event hub and an IoT hub. After some research we find out that there are a lot of similarities but also differences. In this blog I will explain the concept of an Event/IoT hub and a best practice when to use an event hub and when to use an IoT hub.
The goal of this article is to give a global image of the Event hub and IoT hub. Please follow the links for more in-depth information. 














Solution
Before we can find out what the differences and similarities are, the first question that is: “what is an event hub, and how do we use it?”

1) Event hub
An Event hub is a gateway to  the Azure cloud. It’s main purpose is to collect the incoming data and pas it to the Azure cloud, as seen in figure 1. An Event hub process the income data, but on a low profile scale. It doesn’t have advanced sequencing or delivery guaranties. Therefore Event hubs are a high scale messaging service, with a low latency and a high reliability. In our cases we use an event hub to collect the data from the raspberry,  but it can also be used in other cases, like collecting data from console games or other telemetry.
Figure1: Event Hub











Protocol
The connected devices/entities are called: Event publisher
Connecting Event publisher to the Azure event hub is easy, because it support the HTTP/AMQP protocols. The most used protocol is AMQP protocol. See here for more information about this subject 

Partition
The Event hub uses partitions. Partitions are an ordered sequences that keep events in the Event hub.  This sequence is based on the ‘first in first out’ principal. The number of partitions that can be used at the same time is between 2 and 32. Please note that when you create an event hub, you have to set the number of partitions. Strangely it cannot be changed afterwards. Mostly the number of partitions are ased on the amount of readers you are going to use (meaning the use of partitions further in the process). The default number of partitions is 4.  

In short an Event hub is a high scale telemetry, one way,  service, using the HTTP/AMQP protocol and is generally available worldwide.

For more information ‘how to develop with event hub’ see the programming guide  
Setting up an Event hub follows in an other blog (comming soon).

2) IoT Hub
But with the ‘grow of Iot’  there came additional needs: control, device authentication and authorization, protocol translation, etc.
Since an Event hub is an one way point of entry it’s limited in the additional needs as mentioned before..
Figure2: IoT hub

And this is where the IoT Hub kick in. The IoT hub can do the same things as an Event hub, but it’s capable of much more. The most important thing, it can handle bi directional traffic, meaning that an IoT hub is capable of sending data back to the connected devices.
Now it’s possible to command and control the devices, e.g. you can send a disconnect event to the device or a threshold event, e.g. when the machine reach a certain temperature that you can shutdown the machine.
Devices can be registered, so you can identify devices to check whether they are allowed to connect. It’s possible to connect more than 10 million devices (where the Event hub can handle up to 1 million devices) , it is also easy to import bulk device identities (which is easy when you are use 10 million devices ) .
The IoT hub can handle device error reporting, e.g. you can check the failed connection attempts per device. This can result in disconnection/disabling the device/Sensor in the IoT hub (so the sensor isn’t allowed to connect to the hub anymore).
It also support the AMQP over webSockets en MQTT protocol whereby the latter no protocol gateway is needed (when using Azure IoT SDKs).

For more in-depth information about the IoT hub, please see also the reference architecture 
For setting up the IoT hub see our earlier blogspot: Setting up IoT hub

Summary
The IoT Hub can do the same as an Event hub, but much more. Mostly because the bi-directional communication possibility, ergo an IoT hub is 'Event Hub plus'.


So why not all use the IoT hub instead of the Event hub? Well one thing we didn’t mentioned was the pricing. With all the extra capabilities of the IoT hub the pricing is also a lot higher. Sometimes up to 40 times higher. So for simple event, like reading data from a weather station, or counting how many times a door is opening a IoT hub is not necessary. 

Sunday 24 July 2016

IoT Adventure: 4 - Sending sensor data to IoT Hub

Case
I want to send sensor data from my .NET application to Azure. How do I do that?

Solution
To send sensor data from our .NET application we will use JSON messages and send them to the Azure IoT Hub. After that, other Azure parts like Stream Analytics can 'subscribe' to the IoT Hub to actually do something with the sensor data. But that will be described in a next blogpost.
The first step is to setup an IoT Hub to receive messages. The second step is to adjust our .NET application to send those messages.

1) Create Resource Group
To create an IoT Hub we first need a Resource Group to store the data from the IoT Hub. You can skip this step by creating a Resource Group within the IoT Hub form or if you already have one in your subscription.
Go to New, Management and then Resource Group. The most important option is the Resource group location. You can't combine Azure items from different resource groups. Because we live in the Netherlands, West Europe is the most obvious location to choose for us. That way the data stays in the Netherlands.
Azure Portal - Adding Resource Group

















2) IoT Hub
Now the actual IoT Hub. Go to New, Internet of Things and then IoT Hub. For this example we are using the F1 scale tier which is free of charge, but has a limit of 8000 messages a day. So sending each second isn't possible, but once a minute is no problem. The size of the messages is limited as well to 0,5kb for F1 and 4kb for the other editions.
Azure Portal - Adding IoT Hub
















3) Consumer groups
We need to create consumer groups. We will create one for the hot path called 'PowerBi' and one for the cold path called 'AzureDB'. Stream Analytics will use these consumer groups to run the queries. Using multiple consumer groups makes it possible for several consumer applications to read data from this IoT Hub independently. If you would use only one consumer group then one consumer application will retain the lease and the others will loose the connection.
Go to the newly created IoT Hub. Click on 'All Settings', 'Messaging' and then scroll down to the consumer groups. Add two groups: PowerBi and AzureDB and click on save.
Azure Portal - Adding Consumer Groups














4) IoT Hub Connection String
Next step is to create the Connection String which we need in our code to send JSON messages to this IoT Hub. First click on the Key icon on the IoT Hub dashboard. Then in the Shared access policies window click on 'iothubowner'. Now copy the 'Connection string - primary key' for the next step.
Azure Portal - Connection string - primary key














5) Device Explorer - Connection String
With the Device Explorer tool we are going to convert the connection string from the previous step to something we can use in our code.
  • Start up Device Explorer (see prerequisites) and paste the connection string on the Configuration tab under IoT Hub Connection String and click on Update.
  • Next go to the Management tab and click on Create. Enter the unique name (or id) of your device and click on the Create button. A new line will be added in the Device Grid.
  • Right click it and choose 'Copy connection string for selected device'. This is the string we need in our code.

















6) Adjust .NET code
Go to your .NET project and use this connection string to send messages to the IoT Hub. If you are using our project then here is what you need to change:
Our Sensory project















Conclusion
Not a very exciting and visible step, but very necessary for your IoT project. Moneywise the chosen Tier is very important, but the Consumer Groups are also very essential if you have multiple consuming applications. Also read Azure Event Hub vs IoT Hub to check the differences between those two hubs.