Amazon GuardDuty vs Metricbeat

Overview

Metricbeat

Stacks48

Followers125

Votes3

Amazon GuardDuty

Stacks63

Followers59

Votes2

Amazon GuardDuty vs Metricbeat: What are the differences?

What is Amazon GuardDuty? Continuous Security Monitoring and Threat Detection. It is a managed threat detection service that continuously monitors for malicious or unauthorized behavior to help you protect your AWS accounts and workloads. It monitors for activity such as unusual API calls or potentially unauthorized deployments that indicate a possible account compromise. It also detects potentially compromised instances or reconnaissance by attackers.

What is Metricbeat? A Lightweight Shipper for Metrics. Collect metrics from your systems and services. From CPU to memory, Redis to NGINX, and much more, It is a lightweight way to send system and service statistics.

Amazon GuardDuty and Metricbeat can be categorized as "Monitoring" tools.

Some of the features offered by Amazon GuardDuty are:

Accurate, account-level threat detection
Continuous monitoring across AWS accounts without added cost and complexity
Threat detections developed and optimized for the cloud

On the other hand, Metricbeat provides the following key features:

System-Level Monitoring
system-level CPU usage statistics
Network IO statistics

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CLI (Node.js)

Manual

Advice on Metricbeat, Amazon GuardDuty

Sunil

Team Lead at XYZ

Jun 15, 2020

Needs adviceon

Prometheus

Grafana

Linux

Hi, We have a situation, where we are using Prometheus to get system metrics from PCF (Pivotal Cloud Foundry) platform. We send that as time-series data to Cortex via a Prometheus server and built a dashboard using Grafana. There is another pipeline where we need to read metrics from a Linux server using Metricbeat, CPU, memory, and Disk. That will be sent to Elasticsearch and Grafana will pull and show the data in a dashboard.

Is it OK to use Metricbeat for Linux server or can we use Prometheus?

What is the difference in system metrics sent by Metricbeat and Prometheus node exporters?

Regards, Sunil.

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Comments

Detailed Comparison

Metricbeat	Amazon GuardDuty
Collect metrics from your systems and services. From CPU to memory, Redis to NGINX, and much more, It is a lightweight way to send system and service statistics.	It is a managed threat detection service that continuously monitors for malicious or unauthorized behavior to help you protect your AWS accounts and workloads. It monitors for activity such as unusual API calls or potentially unauthorized deployments that indicate a possible account compromise. It also detects potentially compromised instances or reconnaissance by attackers.
System-Level Monitoring; system-level CPU usage statistics; Network IO statistics	Accurate, account-level threat detection; Continuous monitoring across AWS accounts without added cost and complexity; Threat detections developed and optimized for the cloud; Threat severity levels for efficient prioritization; Automate threat response and remediation; Highly available threat detection; One-click deployment with no additional software or infrastructure to deploy and manage
Statistics
Stacks 48	Stacks 63
Followers 125	Followers 59
Votes 3	Votes 2
Pros & Cons
Pros 2 Simple 1 Easy to setup	Pros 2 Easy setup
Integrations
Redis Linux NGINX Windows	Sumo Logic Splunk

What are some alternatives to Metricbeat, Amazon GuardDuty?

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.

Kibana

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.

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.

Nagios

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

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

Zabbix

Zabbix is a mature and effortless enterprise-class open source monitoring solution for network monitoring and application monitoring of millions of metrics.

Sensu

Sensu is the future-proof solution for multi-cloud monitoring at scale. The Sensu monitoring event pipeline empowers businesses to automate their monitoring workflows and gain deep visibility into their multi-cloud environments.

Graphite

Graphite does two things: 1) Store numeric time-series data and 2) Render graphs of this data on demand

Lumigo

Lumigo is an observability platform built for developers, unifying distributed tracing with payload data, log management, and real-time metrics to help you deeply understand and troubleshoot your systems.

StatsD

It is a network daemon that runs on the Node.js platform and listens for statistics, like counters and timers, sent over UDP or TCP and sends aggregates to one or more pluggable backend services (e.g., Graphite).

Related Comparisons

Some of the features offered by Amazon GuardDuty are:

Accurate, account-level threat detection
Continuous monitoring across AWS accounts without added cost and complexity
Threat detections developed and optimized for the cloud

On the other hand, Metricbeat provides the following key features:

System-Level Monitoring
system-level CPU usage statistics
Network IO statistics

Amazon GuardDuty vs Metricbeat