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AWS Cloudwatch
Felipe Almeida (http://queirozf.com)
Monitoring AWS Services with Metrics and
Alarms
Structure
● Intro
● Usage
● Metrics - Builtin
● Metrics - Custom
● Alarms
● Events
● Logs
● Third-party services
● Keep in mind
2
Intro
● CloudWatch is the AWS metric collection service
3
Intro
● CloudWatch is the AWS metric collection service
● Metrics are individual measurements of some quantity of interest,
at a given point in time:
4
Intro
● CloudWatch is the AWS metric collection service
● Metrics are individual measurements of some quantity of interest,
at a given point in time:
Examples:
● At 23:45:29 GMT, on 23 February 2016, CPU usage for
instance XPTO was 56%
5
Intro
● Nearly all AWS services can be monitored using CloudWatch
6
Intro
● Nearly all AWS services can be monitored using CloudWatch
● Metrics provide visibility into your applications
7
Intro
● Nearly all AWS services can be monitored using CloudWatch
● Metrics provide visibility into your applications
● They enable you to make informed decisions such as
8
Intro
● Nearly all AWS services can be monitored using CloudWatch
● Metrics provide visibility into your applications
● They enable you to make informed decisions such as
○ Whether to downscale a machine that’s not being used too
much (save $$)
9
Intro
● Nearly all AWS services can be monitored using CloudWatch
● Metrics provide visibility into your applications
● They enable you to make informed decisions such as
○ Whether to downscale a machine that’s not being used too
much (save $$)
○ Whether to scale up a machine that’s close to full capacity
(avoid failures)
10
Intro
● Nearly all AWS services can be monitored using CloudWatch
● Metrics provide visibility into your applications
● They enable you to make informed decisions such as
○ Whether to downscale a machine that’s not being used too
much (save $$)
○ Whether to scale up a machine that’s close to full capacity
(avoid failures)
○ Decide what caused an application to fail (debug)
11
Usage
● You can use CloudWatch in multiple ways:
12
Usage
● You can use CloudWatch in multiple ways:
○ Using the AWS Console
13
Usage
● You can use CloudWatch in multiple ways:
○ Using the AWS Console
○ Via other services that have monitoring functionality
14
Usage
● You can use CloudWatch in multiple ways:
○ Using the AWS Console
○ Via other services that have monitoring functionality
○ Using the CloudWatch API through the AWS SDK
15
Usage - Console
● Via cloudwatch itself (on the console)
16
Usage - Console
● You can build a Dashboard with metrics you choose
17
Usage - Via other services
● Via other services
○ Nearly all services have a monitoring or metrics tab
18EMR
Usage - Via other services
19Elastic Beanstalk
Usage - Via other services
20DynamoDB Table
Usage - Via other services
● When you open the monitoring tab for a service, what you’re
looking at are actually CloudWatch Metrics:
21
Monitoring Tab for an
Elastic Beanstalk
Environment uses
CloudWatch Metrics
Usage - API
● CloudWatch (like most AWS Services) can also be used
programatically
○ I.e. it has an API that you can use via the AWS SDK (library for
Java, .NET, Python, etc)
22
Metrics - Builtin
● Services usually have a set of builtin metrics
23
Metrics - Builtin
● Services usually have a set of builtin metrics
○ These metrics are collected by default
24
Metrics - Builtin
● For example, the following metrics (not exhaustive list) are
collected by default for EC2 Instances:
○ CPUUtilization (percent)
○ DiskReadBytes (bytes)
○ DiskWriteBytes (bytes)
○ NetworkIn (bytes)
○ NetworkOut (bytes)
25
Metrics - Custom
● You can also use CloudWatch for your own metrics.
26
Metrics - Custom
● You can also use CloudWatch for your own metrics.
● You can then do anything you can for regular (builtin) metrics,
such as:
27
Metrics - Custom
● You can also use CloudWatch for your own metrics.
● You can then do anything you can for regular (builtin) metrics,
such as:
○ View them on the AWS console
○ Create Dashboards for them
○ Set up alarms
28
Metrics - Custom
● For some types of custom metrics, there are community-provided
scripts to help you publish them to CloudWatch, such as:
○ Memory utilization for EC2 Instances
○ Swap Utilization for EC2 Instances
○ Disk Space Usage for EC2 Instances
29
Metrics - Custom
● For some types of custom metrics, there are community-provided
scripts to help you publish them to CloudWatch, such as:
○ Memory utilization for EC2 Instances
○ Swap Utilization for EC2 Instances
○ Disk Space Usage for EC2 Instances
● These metrics are controlled by the O.S. and therefore cannot be
accessed automatically by AWS.
30
Alarms
● You can also create alarms for any individual metric on
CloudWatch, which are triggered if the criteria you have defined are
met
31
Alarms
● You can also create alarms for any individual metric on
CloudWatch, which are triggered if the criteria you have defined are
met
● For example, you can have AWS send you an e-mail if
FreeStorageSpace metric for a ElasticSearch cluster you have
becomes lower than 10GB.
32
Alarms
● In addition to notifying you when something happens, you can also
configure AutoScaling Actions to be taken if some criteria are
met:
33
Alarms
● In addition to notifying you when something happens, you can also
configure AutoScaling Actions to be taken if some criteria are
met:
○ For example, if the CPUUtilization metric reaches 90% for
all machines in a AutoScaling Group, add extra instances to
that environment
34
Events
● CloudWatch Events are a new addition in CloudWatch
35
Events
● CloudWatch Events are a new addition in CloudWatch
● They enable you to execute custom actions in response to State
Changes such as
○ An EC2 instance has been started
○ An EC2 instance has been terminated
36
Events
● CloudWatch Events are a new addition in CloudWatch
● They enable you to execute custom actions in response to State
Changes such as
○ An EC2 instance has been started
○ An EC2 instance has been terminated
● Custom actions include running a Lambda Function, publishing the
event to Kinesis, etc.
37
Logs
● CloudWatch Logs refers to Agents you can install on your
instances to have them send application logs to CloudWatch
● You can filter your logs and set up Alarms when certain criteria are
met, such as:
○ There have been more than 10 Errors in Apache in the last
minute
○ There have been 5 log messages matching
“IllegalArgumentException” in the last hour
38
Related Services (Third-Party)
● There are tons of third-party services that build on top of or
otherwise leverage CloudWatch metrics, such as:
○ SignalFX (extends and sends custom metrics to CloudWatch)
○ AppDynamics (sends all sorts of low-level and
application-level metrics to CloudWatch and displays them in
an unified manner; also provides event correlation)
○ NewRelic (sends data to CLoudWatch)
○ Grafana (uses CloudWatch as a Data source)
○ Logstash (you can use CloudWatch as an output)
○ Nagios (consumes CloudWatch metrics)
39
Keep in mind
● Metrics last 2 weeks by default
40
Keep in mind
● Metrics last 2 weeks by default
● Metrics are per-region
41
Keep in mind
● Metrics last 2 weeks by default
● Metrics are per-region
● Some services (e.g. Elastic BeanStalk) have extra metrics that
need to be explicitly enabled before they can be used.
42
Keep in mind
● Metrics last 2 weeks by default
● Metrics are per-region
● Some services (e.g. Elastic BeanStalk) have extra metrics that
need to be explicitly enabled before they can be used.
● CloudWatch can also be used to monitor AWS Costs (Billing), even
though it’s not a service per se
43
Keep in mind
● In order to publish custom Amazon CloudWatch metrics, the
instances in your environment need permission to use
CloudWatch (see your instance profile for more information).
44
Keep in mind
● In order to publish custom Amazon CloudWatch metrics, the
instances in your environment need permission to use
CloudWatch (see your instance profile for more information).
● CloudWatch is not free so you may want to track only relevant
metrics
45
Keep in mind
● In order to publish custom Amazon CloudWatch metrics, the
instances in your environment need permission to use
CloudWatch (see your instance profile for more information).
● CloudWatch is not free so you may want to track only relevant
metrics
○ In addition, if you use CloudWatch via the AWS SDK, try to
collect high-level metrics to keep cost down
■ E.g. track BeanStalk metrics rather than metrics for
individual instances
46
Links
● Monitoring Scripts for Linux EC2 Instances
● All Builtin Metrics for all supported AWS services
● AWS CloudWatch Pricing
47

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Cloudwatch: Monitoring your Services with Metrics and Alarms

  • 1. AWS Cloudwatch Felipe Almeida (http://queirozf.com) Monitoring AWS Services with Metrics and Alarms
  • 2. Structure ● Intro ● Usage ● Metrics - Builtin ● Metrics - Custom ● Alarms ● Events ● Logs ● Third-party services ● Keep in mind 2
  • 3. Intro ● CloudWatch is the AWS metric collection service 3
  • 4. Intro ● CloudWatch is the AWS metric collection service ● Metrics are individual measurements of some quantity of interest, at a given point in time: 4
  • 5. Intro ● CloudWatch is the AWS metric collection service ● Metrics are individual measurements of some quantity of interest, at a given point in time: Examples: ● At 23:45:29 GMT, on 23 February 2016, CPU usage for instance XPTO was 56% 5
  • 6. Intro ● Nearly all AWS services can be monitored using CloudWatch 6
  • 7. Intro ● Nearly all AWS services can be monitored using CloudWatch ● Metrics provide visibility into your applications 7
  • 8. Intro ● Nearly all AWS services can be monitored using CloudWatch ● Metrics provide visibility into your applications ● They enable you to make informed decisions such as 8
  • 9. Intro ● Nearly all AWS services can be monitored using CloudWatch ● Metrics provide visibility into your applications ● They enable you to make informed decisions such as ○ Whether to downscale a machine that’s not being used too much (save $$) 9
  • 10. Intro ● Nearly all AWS services can be monitored using CloudWatch ● Metrics provide visibility into your applications ● They enable you to make informed decisions such as ○ Whether to downscale a machine that’s not being used too much (save $$) ○ Whether to scale up a machine that’s close to full capacity (avoid failures) 10
  • 11. Intro ● Nearly all AWS services can be monitored using CloudWatch ● Metrics provide visibility into your applications ● They enable you to make informed decisions such as ○ Whether to downscale a machine that’s not being used too much (save $$) ○ Whether to scale up a machine that’s close to full capacity (avoid failures) ○ Decide what caused an application to fail (debug) 11
  • 12. Usage ● You can use CloudWatch in multiple ways: 12
  • 13. Usage ● You can use CloudWatch in multiple ways: ○ Using the AWS Console 13
  • 14. Usage ● You can use CloudWatch in multiple ways: ○ Using the AWS Console ○ Via other services that have monitoring functionality 14
  • 15. Usage ● You can use CloudWatch in multiple ways: ○ Using the AWS Console ○ Via other services that have monitoring functionality ○ Using the CloudWatch API through the AWS SDK 15
  • 16. Usage - Console ● Via cloudwatch itself (on the console) 16
  • 17. Usage - Console ● You can build a Dashboard with metrics you choose 17
  • 18. Usage - Via other services ● Via other services ○ Nearly all services have a monitoring or metrics tab 18EMR
  • 19. Usage - Via other services 19Elastic Beanstalk
  • 20. Usage - Via other services 20DynamoDB Table
  • 21. Usage - Via other services ● When you open the monitoring tab for a service, what you’re looking at are actually CloudWatch Metrics: 21 Monitoring Tab for an Elastic Beanstalk Environment uses CloudWatch Metrics
  • 22. Usage - API ● CloudWatch (like most AWS Services) can also be used programatically ○ I.e. it has an API that you can use via the AWS SDK (library for Java, .NET, Python, etc) 22
  • 23. Metrics - Builtin ● Services usually have a set of builtin metrics 23
  • 24. Metrics - Builtin ● Services usually have a set of builtin metrics ○ These metrics are collected by default 24
  • 25. Metrics - Builtin ● For example, the following metrics (not exhaustive list) are collected by default for EC2 Instances: ○ CPUUtilization (percent) ○ DiskReadBytes (bytes) ○ DiskWriteBytes (bytes) ○ NetworkIn (bytes) ○ NetworkOut (bytes) 25
  • 26. Metrics - Custom ● You can also use CloudWatch for your own metrics. 26
  • 27. Metrics - Custom ● You can also use CloudWatch for your own metrics. ● You can then do anything you can for regular (builtin) metrics, such as: 27
  • 28. Metrics - Custom ● You can also use CloudWatch for your own metrics. ● You can then do anything you can for regular (builtin) metrics, such as: ○ View them on the AWS console ○ Create Dashboards for them ○ Set up alarms 28
  • 29. Metrics - Custom ● For some types of custom metrics, there are community-provided scripts to help you publish them to CloudWatch, such as: ○ Memory utilization for EC2 Instances ○ Swap Utilization for EC2 Instances ○ Disk Space Usage for EC2 Instances 29
  • 30. Metrics - Custom ● For some types of custom metrics, there are community-provided scripts to help you publish them to CloudWatch, such as: ○ Memory utilization for EC2 Instances ○ Swap Utilization for EC2 Instances ○ Disk Space Usage for EC2 Instances ● These metrics are controlled by the O.S. and therefore cannot be accessed automatically by AWS. 30
  • 31. Alarms ● You can also create alarms for any individual metric on CloudWatch, which are triggered if the criteria you have defined are met 31
  • 32. Alarms ● You can also create alarms for any individual metric on CloudWatch, which are triggered if the criteria you have defined are met ● For example, you can have AWS send you an e-mail if FreeStorageSpace metric for a ElasticSearch cluster you have becomes lower than 10GB. 32
  • 33. Alarms ● In addition to notifying you when something happens, you can also configure AutoScaling Actions to be taken if some criteria are met: 33
  • 34. Alarms ● In addition to notifying you when something happens, you can also configure AutoScaling Actions to be taken if some criteria are met: ○ For example, if the CPUUtilization metric reaches 90% for all machines in a AutoScaling Group, add extra instances to that environment 34
  • 35. Events ● CloudWatch Events are a new addition in CloudWatch 35
  • 36. Events ● CloudWatch Events are a new addition in CloudWatch ● They enable you to execute custom actions in response to State Changes such as ○ An EC2 instance has been started ○ An EC2 instance has been terminated 36
  • 37. Events ● CloudWatch Events are a new addition in CloudWatch ● They enable you to execute custom actions in response to State Changes such as ○ An EC2 instance has been started ○ An EC2 instance has been terminated ● Custom actions include running a Lambda Function, publishing the event to Kinesis, etc. 37
  • 38. Logs ● CloudWatch Logs refers to Agents you can install on your instances to have them send application logs to CloudWatch ● You can filter your logs and set up Alarms when certain criteria are met, such as: ○ There have been more than 10 Errors in Apache in the last minute ○ There have been 5 log messages matching “IllegalArgumentException” in the last hour 38
  • 39. Related Services (Third-Party) ● There are tons of third-party services that build on top of or otherwise leverage CloudWatch metrics, such as: ○ SignalFX (extends and sends custom metrics to CloudWatch) ○ AppDynamics (sends all sorts of low-level and application-level metrics to CloudWatch and displays them in an unified manner; also provides event correlation) ○ NewRelic (sends data to CLoudWatch) ○ Grafana (uses CloudWatch as a Data source) ○ Logstash (you can use CloudWatch as an output) ○ Nagios (consumes CloudWatch metrics) 39
  • 40. Keep in mind ● Metrics last 2 weeks by default 40
  • 41. Keep in mind ● Metrics last 2 weeks by default ● Metrics are per-region 41
  • 42. Keep in mind ● Metrics last 2 weeks by default ● Metrics are per-region ● Some services (e.g. Elastic BeanStalk) have extra metrics that need to be explicitly enabled before they can be used. 42
  • 43. Keep in mind ● Metrics last 2 weeks by default ● Metrics are per-region ● Some services (e.g. Elastic BeanStalk) have extra metrics that need to be explicitly enabled before they can be used. ● CloudWatch can also be used to monitor AWS Costs (Billing), even though it’s not a service per se 43
  • 44. Keep in mind ● In order to publish custom Amazon CloudWatch metrics, the instances in your environment need permission to use CloudWatch (see your instance profile for more information). 44
  • 45. Keep in mind ● In order to publish custom Amazon CloudWatch metrics, the instances in your environment need permission to use CloudWatch (see your instance profile for more information). ● CloudWatch is not free so you may want to track only relevant metrics 45
  • 46. Keep in mind ● In order to publish custom Amazon CloudWatch metrics, the instances in your environment need permission to use CloudWatch (see your instance profile for more information). ● CloudWatch is not free so you may want to track only relevant metrics ○ In addition, if you use CloudWatch via the AWS SDK, try to collect high-level metrics to keep cost down ■ E.g. track BeanStalk metrics rather than metrics for individual instances 46
  • 47. Links ● Monitoring Scripts for Linux EC2 Instances ● All Builtin Metrics for all supported AWS services ● AWS CloudWatch Pricing 47