collectd vs Amazon GuardDuty

Overview

collectd

Stacks98

Followers156

Votes5

GitHub Stars3.3K

Forks1.3K

Amazon GuardDuty

Stacks63

Followers59

Votes2

Amazon GuardDuty vs collectd: What are the differences?

Developers describe Amazon GuardDuty as "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. On the other hand, collectd is detailed as "System and applications metrics collector". collectd gathers statistics about the system it is running on and stores this information. Those statistics can then be used to find current performance bottlenecks (i.e. performance analysis) and predict future system load (i.e. capacity planning). Or if you just want pretty graphs of your private server and are fed up with some homegrown solution you're at the right place, too.

Amazon GuardDuty and collectd 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, collectd provides the following key features:

fast
simple
integrated

collectd is an open source tool with 2.28K GitHub stars and 1.09K GitHub forks. Here's a link to collectd's open source repository on GitHub.

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Detailed Comparison

collectd	Amazon GuardDuty
collectd gathers statistics about the system it is running on and stores this information. Those statistics can then be used to find current performance bottlenecks (i.e. performance analysis) and predict future system load (i.e. capacity planning). Or if you just want pretty graphs of your private server and are fed up with some homegrown solution you're at the right place, too.	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.
fast;simple;integrated;easy to operate	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
GitHub Stars 3.3K	GitHub Stars -
GitHub Forks 1.3K	GitHub Forks -
Stacks 98	Stacks 63
Followers 156	Followers 59
Votes 5	Votes 2
Pros & Cons
Pros 2 Modular, plugins 2 Open Source 1 KISS	Pros 2 Easy setup
Integrations
No integrations available	Sumo Logic Splunk

What are some alternatives to collectd, 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).