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  5. AWS CloudTrail vs Kibana vs LogTrail

AWS CloudTrail vs Kibana vs LogTrail

OverviewDecisionsComparisonAlternatives

Overview

AWS CloudTrail
AWS CloudTrail
Stacks304
Followers280
Votes14
Kibana
Kibana
Stacks20.6K
Followers16.4K
Votes262
GitHub Stars20.8K
Forks8.5K
LogTrail
LogTrail
Stacks7
Followers26
Votes0
GitHub Stars1.4K
Forks179

AWS CloudTrail vs Kibana vs LogTrail: What are the differences?

Key Differences between AWS CloudTrail and Kibana and LogTrail

AWS CloudTrail and Kibana and LogTrail are all tools used for logging and monitoring in the cloud environment. However, they have some key differences.

  1. Integration with different services: AWS CloudTrail is a service provided by Amazon Web Services (AWS) that records API calls and events for various AWS services. It provides a comprehensive history of actions taken in the AWS management console, AWS Command Line Interface (CLI), or AWS SDKs. On the other hand, Kibana and LogTrail are tools that are often used together, but not necessarily tied to AWS. Kibana is an open-source data visualization and exploration platform that can be used to analyze and visualize data from various sources, including AWS services. LogTrail, on the other hand, is a plugin for Kibana that provides an interface for viewing and analyzing logs in a user-friendly manner.

  2. Data Visualization: Kibana is specifically designed for data visualization and exploration. It offers a rich set of visualization options, including charts, graphs, maps, and histograms, to help users understand and analyze their data. AWS CloudTrail, on the other hand, primarily focuses on recording and storing API calls and events, rather than providing comprehensive visualization options. While it does provide some basic filtering and searching capabilities, it may not be as flexible or powerful as Kibana when it comes to data visualization.

  3. Logging Scope: AWS CloudTrail logs API calls and events specifically related to AWS services. It captures information such as resource changes, security related events, and system events for auditing and compliance purposes. Kibana and LogTrail, on the other hand, can be used to log and analyze data from various sources, including but not limited to AWS services. They offer more flexibility in terms of the types of data that can be logged and analyzed.

  4. Real-time Monitoring: Kibana and LogTrail provide real-time monitoring capabilities, allowing users to view and analyze logs as they are generated. This can be useful for troubleshooting and identifying issues in real-time. AWS CloudTrail, on the other hand, primarily focuses on recording and storing logs for auditing and compliance purposes. While it does provide near real-time delivery of log files, it may not offer the same level of real-time monitoring capabilities as Kibana and LogTrail.

  5. Alerting and Notification: Kibana and LogTrail offer built-in alerting and notification capabilities, allowing users to set up alerts based on certain conditions or patterns in the log data. This can be useful for proactively identifying and addressing issues. AWS CloudTrail, on the other hand, does not provide built-in alerting and notification capabilities. Users would need to integrate it with other tools or services, such as AWS Simple Notification Service (SNS), to set up alerts based on specific events or conditions.

  6. Customization and Extensibility: Kibana and LogTrail are highly customizable and extensible tools. Users can create custom visualizations, dashboards, and queries to suit their specific needs. They can also integrate with other tools and services to extend their functionality. AWS CloudTrail, on the other hand, has limited customization and extensibility options. It is a managed service provided by AWS and does not offer the same level of flexibility in terms of customization and extensibility as Kibana and LogTrail.

In summary, AWS CloudTrail is a service provided by AWS for recording API calls and events specifically related to AWS services. Kibana and LogTrail, on the other hand, are tools used for data visualization, analysis, and log monitoring from various sources, including but not limited to AWS services. They offer more flexibility, customization options, and real-time monitoring capabilities compared to AWS CloudTrail.

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Advice on AWS CloudTrail, Kibana, LogTrail

matteo1989it
matteo1989it

Jun 26, 2019

ReviewonKibanaKibanaGrafanaGrafanaElasticsearchElasticsearch

I use both Kibana and Grafana on my workplace: Kibana for logging and Grafana for monitoring. Since you already work with Elasticsearch, I think Kibana is the safest choice in terms of ease of use and variety of messages it can manage, while Grafana has still (in my opinion) a strong link to metrics

757k views757k
Comments
StackShare
StackShare

Jun 25, 2019

Needs advice

From a StackShare Community member: “We need better analytics & insights into our Elasticsearch cluster. Grafana, which ships with advanced support for Elasticsearch, looks great but isn’t officially supported/endorsed by Elastic. Kibana, on the other hand, is made and supported by Elastic. I’m wondering what people suggest in this situation."

663k views663k
Comments
abrahamfathman
abrahamfathman

Jun 26, 2019

ReviewonKibanaKibanaSplunkSplunkGrafanaGrafana

I use Kibana because it ships with the ELK stack. I don't find it as powerful as Splunk however it is light years above grepping through log files. We previously used Grafana but found it to be annoying to maintain a separate tool outside of the ELK stack. We were able to get everything we needed from Kibana.

2.29M views2.29M
Comments

Detailed Comparison

AWS CloudTrail
AWS CloudTrail
Kibana
Kibana
LogTrail
LogTrail

With CloudTrail, you can get a history of AWS API calls for your account, including API calls made via the AWS Management Console, AWS SDKs, command line tools, and higher-level AWS services (such as AWS CloudFormation). The AWS API call history produced by CloudTrail enables security analysis, resource change tracking, and compliance auditing. The recorded information includes the identity of the API caller, the time of the API call, the source IP address of the API caller, the request parameters, and the response elements returned by the AWS service.

Kibana is an open source (Apache Licensed), browser based analytics and search dashboard for Elasticsearch. Kibana is a snap to setup and start using. Kibana strives to be easy to get started with, while also being flexible and powerful, just like Elasticsearch.

LogTrail is a plugin for Kibana to view, analyze, search and tail log events from multiple hosts in realtime with devops friendly interface inspired by Papertrail.

Increased Visibility- CloudTrail provides increased visibility into your user activity by recording AWS API calls. You can answer questions such as, what actions did a given user take over a given time period? For a given resource, which user has taken actions on it over a given time period? What is the source IP address of a given activity? Which activities failed due to inadequate permissions?;Durable and Inexpensive Log File Storage- CloudTrail uses Amazon S3 for log file storage and delivery, so log files are stored durably and inexpensively. You can use Amazon S3 lifecycle configuration rules to further reduce storage costs. For example, you can define rules to automatically delete old log files or archive them to Amazon Glacier for additional savings.;Easy Administration- CloudTrail is a fully managed service; you simply turn on CloudTrail for your account using the AWS Management Console, the Command Line Interface, or the CloudTrail SDK and start receiving CloudTrail log files in the Amazon Simple Storage Service (Amazon S3) bucket that you specify.;Reliable- CloudTrail continuously transports events from AWS services using a highly available and fault tolerant processing pipeline.;Timely Delivery- CloudTrail typically delivers events within 15 minutes of the API call.;Log File Aggregation- CloudTrail can be configured to aggregate log files across multiple accounts and regions so that log files are delivered to a single bucket. Please refer to the of the AWS CloudTrail User Guide for detailed instructions.;Notifications for Log File Delivery- CloudTrail can be configured to publish a notification for each log file delivered, thus enabling you to automatically take action upon log file delivery. CloudTrail uses the Amazon Simple Notification Service (SNS) for notifications.;Choice of Partner Solutions- Multiple partners including AlertLogic, Boundary, Loggly, Splunk and Sumologic offer integrated solutions to analyze CloudTrail log files. These solutions include features like change tracking, troubleshooting, and security analysis.
Flexible analytics and visualization platform;Real-time summary and charting of streaming data;Intuitive interface for a variety of users;Instant sharing and embedding of dashboards
View, analyze and search log events from a centralized interface;Clean & simple devops friendly interface;Live tail;Filter aggregated logs by hosts and program;Quickly seek to logs based on time
Statistics
GitHub Stars
-
GitHub Stars
20.8K
GitHub Stars
1.4K
GitHub Forks
-
GitHub Forks
8.5K
GitHub Forks
179
Stacks
304
Stacks
20.6K
Stacks
7
Followers
280
Followers
16.4K
Followers
26
Votes
14
Votes
262
Votes
0
Pros & Cons
Pros
  • 7
    Very easy setup
  • 3
    Good integrations with 3rd party tools
  • 2
    Very powerful
  • 2
    Backup to S3
Pros
  • 88
    Easy to setup
  • 65
    Free
  • 45
    Can search text
  • 21
    Has pie chart
  • 13
    X-axis is not restricted to timestamp
Cons
  • 7
    Unintuituve
  • 4
    Works on top of elastic only
  • 4
    Elasticsearch is huge
  • 3
    Hardweight UI
No community feedback yet
Integrations
Boundary
Boundary
Loggly
Loggly
Splunk Cloud
Splunk Cloud
Logstash
Logstash
Elasticsearch
Elasticsearch
Beats
Beats
No integrations available

What are some alternatives to AWS CloudTrail, Kibana, LogTrail?

Grafana

Grafana

Grafana is a general purpose dashboard and graph composer. It's focused on providing rich ways to visualize time series metrics, mainly though graphs but supports other ways to visualize data through a pluggable panel architecture. It currently has rich support for for Graphite, InfluxDB and OpenTSDB. But supports other data sources via plugins.

Papertrail

Papertrail

Papertrail helps detect, resolve, and avoid infrastructure problems using log messages. Papertrail's practicality comes from our own experience as sysadmins, developers, and entrepreneurs.

Prometheus

Prometheus

Prometheus is a systems and service monitoring system. It collects metrics from configured targets at given intervals, evaluates rule expressions, displays the results, and can trigger alerts if some condition is observed to be true.

Logmatic

Logmatic

Get a clear overview of what is happening across your distributed environments, and spot the needle in the haystack in no time. Build dynamic analyses and identify improvements for your software, your user experience and your business.

Loggly

Loggly

It is a SaaS solution to manage your log data. There is nothing to install and updates are automatically applied to your Loggly subdomain.

Logentries

Logentries

Logentries makes machine-generated log data easily accessible to IT operations, development, and business analysis teams of all sizes. With the broadest platform support and an open API, Logentries brings the value of log-level data to any system, to any team member, and to a community of more than 25,000 worldwide users.

Logstash

Logstash

Logstash is a tool for managing events and logs. You can use it to collect logs, parse them, and store them for later use (like, for searching). If you store them in Elasticsearch, you can view and analyze them with Kibana.

Nagios

Nagios

Nagios is a host/service/network monitoring program written in C and released under the GNU General Public License.

Netdata

Netdata

Netdata collects metrics per second & presents them in low-latency dashboards. It's designed to run on all of your physical & virtual servers, cloud deployments, Kubernetes clusters & edge/IoT devices, to monitor systems, containers & apps

Graylog

Graylog

Centralize and aggregate all your log files for 100% visibility. Use our powerful query language to search through terabytes of log data to discover and analyze important information.

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