EventHubCode.cs

async void Main()
{
	var mf = MessagingFactory.CreateFromConnectionString("your cnx string here");
    var eventHubClient = mf.CreateEventHubClient("ehname");
	Random rnd = new Random();
	Parallel.For(1, 11, async (deviceId) => 
			{
				for(int cnt = 0; cnt < 50; cnt++)
				{
					Console.WriteLine ("Sending event nr {0} for device {1}", cnt, deviceId);
					var reading = new TelemetryInfo
					{ 
						DeviceId = "Device" + deviceId.ToString(), 
						ErrorReading = false, 
						MainValue = 30 * rnd.NextDouble(), 
						Timestamp = DateTime.UtcNow, 
						Type = TelemetryType.Temperature 
					};
					
					EventData msg = new EventData(Encoding.UTF8.GetBytes(reading.ToJson()));
					await eventHubClient.SendAsync(msg);
					await Task.Delay(TimeSpan.FromSeconds(5));
					//Thread.Sleep(TimeSpan.FromSeconds(5));
				}
			}
		);
}

public class TelemetryInfo
{
   public bool ErrorReading { get; set; }
   public DateTime Timestamp { get; set; }
   public string DeviceId { get; set; }
   public TelemetryType Type { get; set; }
   public Dictionary<string, object> ExtendedData { get; set; }
   public object MainValue { get; set; }

   public string ToJson()
   {
       dynamic eventMessage = new ExpandoObject();
       eventMessage.DeviceId = DeviceId;
       eventMessage.ErrorReading = ErrorReading.ToString();
       eventMessage.MainValue = MainValue;
       eventMessage.Timestamp = Timestamp;
       eventMessage.Type = (int)Type;
       return JsonConvert.SerializeObject(eventMessage);
   }
}

public enum TelemetryType
{
   Temperature = 0,
   SwitchStatus = 1,
   LightStatus = 2,
   CurtainStatus = 3,
   Weight = 4,
   Distance = 5,
   Daylight = 6,
   WaterLevel = 7
}

Query01.sql

SELECT * FROM TelemetryStream

Query02.sql

SELECT SYSTEM.TIMESTAMP as TimeValue, DEVICEID, Type, AVG(MainValue) as MainValue 
FROM TelemetryStream
GROUP BY DeviceId, Type, TUMBLINGWINDOW(minute, 1)
WHERE Type = 1

Query03.sql

SELECT SYSTEM.TIMESTAMP as TimeValue, ts.DEVICEID, ts.Type, sl.Name as SensorName, AVG(ts.MainValue) as MainValue 
FROM TelemetryStream ts INNER JOIN SensorList sl on sl.SensorId = ts.DeviceId
WHERE ts.Type = 0
GROUP BY ts.DeviceId, ts.Type, sl.Name, TUMBLINGWINDOW(minute, 1)

Query04.sql

CREATE TABLE TelemetryStream (
   DeviceId nvarchar(max),
   Type bigint,
   MainValue float,
   Timestamp datetime
); 

SELECT SYSTEM.TIMESTAMP as TimeValue, ts.DEVICEID, ts.Type, sl.Name as SensorName, AVG(ts.MainValue) as MainValue 
FROM TelemetryStream ts INNER JOIN SensorList sl on sl.SensorId = ts.DeviceId
WHERE ts.Type = 0
GROUP BY ts.DeviceId, ts.Type, sl.Name, TUMBLINGWINDOW(minute, 1)

SensorList.csv

SensorId;SensorTypeId;Name;Location
Device1;0;Outside;Home
Device2;0;Bedroom;Home
Device3;0;Kitchen;Home
Device4;0;Living;Home
Device5;0;Lounge;Home
Device6;0;Office;Home
Device7;1;Bathroom;Home
Device8;0;Cellar;Home
Device9;0;Hallway;Home
Device10;1;Attic;Home