60
AWS IoT Parte seconda Marco D. Santambrogio – [email protected] Emanuele Del Sozzo – [email protected] Lorenzo Di Tucci – [email protected] Giuseppe Natale – [email protected] Marco Rabozzi – [email protected] Alberto Scolari – [email protected] Matteo Ferroni – [email protected] Ver. aggiornata al 19/12/2016

AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – [email protected] Emanuele Del Sozzo

  • Upload
    others

  • View
    5

  • Download
    0

Embed Size (px)

Citation preview

Page 1: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT Parte seconda

Marco D. Santambrogio – [email protected] Emanuele Del Sozzo – [email protected] Lorenzo Di Tucci – [email protected] Giuseppe Natale – [email protected] Marco Rabozzi – [email protected] Alberto Scolari – [email protected] Matteo Ferroni – [email protected] Ver. aggiornata al 19/12/2016

Page 2: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Outline

• Amazon Elasticsearch Service setup

• Create an index in Elasticsearch

• Create a rule in AWS IoT

• Create a graph in Kibana

2

Page 3: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Elasticsearch

https://www.elastic.co/products/elasticsearch Elasticsearch is a distributed, RESTful search and analytics engine capable of solving a growing number of use cases. As the heart of the Elastic Stack, it centrally stores your data so you can discover the expected and uncover the unexpected.

Based on Apache Lucene, it provides: • full-text search engine • HTTP web interface • schema-free JSON documents

3

Page 4: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Amazon Elasticsearch Service

https://console.aws.amazon.com/es/

4

Page 5: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Amazon Elasticsearch Service - Setup

Elasticsearch domain name: pynq-test

5

Page 6: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Amazon Elasticsearch Service - Setup

The AWS Free Tier includes usage of up to 750 hours per month of a t2.micro instance type and up to 10 GB of Magnetic or General Purpose EBS storage. Lean more. Amazon Elasticsearch Service Free Tier. All T2 instance types need EBS storage.

6

Page 7: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Amazon Elasticsearch Service - Setup

The AWS Free Tier includes usage of up to 750 hours per month of a t2.micro instance type and up to 10 GB of Magnetic or General Purpose EBS storage. Lean more. Amazon Elasticsearch Service Free Tier. All T2 instance types need EBS storage.

7

Page 8: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Amazon Elasticsearch Service - Policy

8

Page 9: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Amazon Elasticsearch Service - Waiting

9

Page 10: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Amazon Elasticsearch Service - Active

10

Page 11: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Amazon Elasticsearch Service - Active

10

Page 12: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Elasticsearch - Create index• An index is the top level logical structure in Elasticsearch to store your data • You can use an HTTP client such as curl to make a: curl -i -X PUT -d '{ "mappings": { "sample": { "properties": { "timestamp": { "type": "long", "copy_to": "datetime" }, "datetime": { "type": "date", "store": true }, "temperature": {

"type": "long" } } } } } ' 'https://search-pynq-test-xiwn3ly22x7c7m5hnzsunxlkwm.eu-west-1.es.amazonaws.com/samples'

11

Page 13: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Elasticsearch - Create index• An index is the top level logical structure in Elasticsearch to store your data • You can use an HTTP client such as curl to make a: curl -i -X PUT -d '{ "mappings": { "sample": { "properties": { "timestamp": { "type": "long", "copy_to": "datetime" }, "datetime": { "type": "date", "store": true }, "temperature": {

"type": "long" } } } } } ' 'https://search-pynq-test-xiwn3ly22x7c7m5hnzsunxlkwm.eu-west-1.es.amazonaws.com/samples'

11

Page 14: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Elasticsearch - Create index• An index is the top level logical structure in Elasticsearch to store your data • You can use an HTTP client such as curl to make a: curl -i -X PUT -d '{ "mappings": { "sample": { "properties": { "timestamp": { "type": "long", "copy_to": "datetime" }, "datetime": { "type": "date", "store": true }, "temperature": {

"type": "long" } } } } } ' 'https://search-pynq-test-xiwn3ly22x7c7m5hnzsunxlkwm.eu-west-1.es.amazonaws.com/samples'

11

Page 15: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Elasticsearch - Create index• An index is the top level logical structure in Elasticsearch to store your data • You can use an HTTP client such as curl to make a: curl -i -X PUT -d '{ "mappings": { "sample": { "properties": { "timestamp": { "type": "long", "copy_to": "datetime" }, "datetime": { "type": "date", "store": true }, "temperature": {

"type": "long" } } } } } ' 'https://search-pynq-test-xiwn3ly22x7c7m5hnzsunxlkwm.eu-west-1.es.amazonaws.com/samples'

11

Page 16: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Elasticsearch - Create index• An index is the top level logical structure in Elasticsearch to store your data • You can use an HTTP client such as curl to make a: curl -i -X PUT -d '{ "mappings": { "sample": { "properties": { "timestamp": { "type": "long", "copy_to": "datetime" }, "datetime": { "type": "date", "store": true }, "temperature": {

"type": "long" } } } } } ' 'https://search-pynq-test-xiwn3ly22x7c7m5hnzsunxlkwm.eu-west-1.es.amazonaws.com/samples'

11

Page 17: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Elasticsearch - Create index• An index is the top level logical structure in Elasticsearch to store your data • You can use an HTTP client such as curl to make a: curl -i -X PUT -d '{ "mappings": { "sample": { "properties": { "timestamp": { "type": "long", "copy_to": "datetime" }, "datetime": { "type": "date", "store": true }, "temperature": {

"type": "long" } } } } } ' 'https://search-pynq-test-xiwn3ly22x7c7m5hnzsunxlkwm.eu-west-1.es.amazonaws.com/samples'

11

Response:HTTP/1.1200OKAccess-Control-Allow-Origin:*Content-Type:application/json;charset=UTF-8Content-Length:21Connection:keep-alive

{"acknowledged":true}

Page 18: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch• Configure an AWS IoT rule that can route the inbound data from

connected boards to the Elasticsearch index

12

Page 19: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch• Configure an AWS IoT rule that can route the inbound data from

connected boards to the Elasticsearch index

13

Page 20: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch• Configure an AWS IoT rule that can route the inbound data from

connected boards to the Elasticsearch index

14

Page 21: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch• Configure an AWS IoT rule that can route the inbound data from

connected boards to the Elasticsearch index

14

Page 22: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch• Configure an AWS IoT rule that can route the inbound data from

connected boards to the Elasticsearch index

14

Page 23: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

• Configure an AWS IoT rule that can route the inbound data from connected boards to the Elasticsearch index

AWS IoT <> Elasticsearch

15

.

.

.

Page 24: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch

• Configure action and create a IAM prole

16

Page 25: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch

• Configure action and create a IAM prole

16

Page 26: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch

• Configure action and create a IAM prole

16

Page 27: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch

• Configure action and create a IAM prole

16

Page 28: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch

• Configure action and create a IAM prole

16

Page 29: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch

• Configure action and create a IAM prole

16

Page 30: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch

• AWS IoT rule created!

17

Page 31: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana

https://www.elastic.co/products/kibana Kibana lets you visualize your Elasticsearch data and navigate the Elastic Stack, so you can do anything from learning why you're getting paged at 2:00 a.m. to understanding the impact rain might have on your quarterly numbers.

18

Page 32: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana

19

Page 33: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana

20

Page 34: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana

21

Page 35: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana - First access

On the “Configure an index pattern” page that you see at the beginning, enter “samples” as the “Index name or pattern” and select “datetime” under “Time-field name”

22

Page 36: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana - First access

On the “Configure an index pattern” page that you see at the beginning, enter “samples” as the “Index name or pattern” and select “datetime” under “Time-field name”

22

Page 37: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana - First access

On the “Configure an index pattern” page that you see at the beginning, enter “samples” as the “Index name or pattern” and select “datetime” under “Time-field name”

23

Page 38: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch <> Kibana

• Publish data using a MQTT client

24

Page 39: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch <> Kibana

• Publish data using a MQTT client

24

Page 40: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch <> Kibana

• Discover data using Kibana

25

Page 41: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch <> Kibana

• Discover data using Kibana

25

Page 42: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch <> Kibana

• Discover data using Kibana

25

Page 43: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

AWS IoT <> Elasticsearch <> Kibana

• Discover data using Kibana

25

Page 44: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana - Create a graph

• Choose the graph style

26

Page 45: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana - Create a graph

• Choose the graph style • Select a source

27

Page 46: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana - Create a graph

• Choose the graph style • Select a source • Configure the Y-Axis

28

Page 47: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana - Create a graph

• Choose the graph style • Select a source • Configure the Y-Axis

28

Page 48: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana - Create a graph

• Choose the graph style • Select a source • Configure the Y-Axis • Configure the X-Axis

29

Page 49: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana - Create a graph

• Choose the graph style • Select a source • Configure the Y-Axis • Configure the X-Axis

29

Page 50: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana - Create a graph

• Choose the graph style • Select a source • Configure the Y-Axis • Configure the X-Axis • Play and test

30

Page 51: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana - Add the graph to the dashboard

31

Page 52: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana - Add the graph to the dashboard

32

Page 53: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana - Dashboard

33

Page 54: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana - Dashboard

33

Page 55: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

Kibana - Dashboard

33

Page 56: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

• Use the “discover” view to check if data is arriving

Kibana - Discover

34

Page 57: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

• Use the “discover” view to check if data is arriving

Kibana - Discover

34

Page 58: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

• Use the “discover” view to check if data is arriving

Kibana - Discover

34

Page 59: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

• Use the “discover” view to check if data is arriving

Kibana - Discover

34

Page 60: AWS IoT - Parte secondaxph.necst.it/2017/software/lessons/Lesson_6_AWS_IoT_part2.pdf · AWS IoT Parte seconda Marco D. Santambrogio – marco.santambrogio@polimi.it Emanuele Del Sozzo

• Use the “discover” view to check if data is arriving

Kibana - Discover

34