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Telegraf

by InfluxData

Open-source server and application metrics collection agent from InfluxData with 300+ input plugins — APAC platform and DevOps teams use Telegraf to collect host system metrics (CPU, memory, disk, network), APAC container metrics, and application metrics from databases (MySQL, PostgreSQL, Redis, MongoDB) and middleware, shipping to InfluxDB, Prometheus remote write, Datadog, or APAC cloud monitoring services.

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AIMenta verdict
Decent fit
4/5

"Open-source agent for collecting and reporting APAC metrics — APAC platform teams use Telegraf to gather host, container, and application metrics from 300+ input plugins (CPU, Kubernetes, MySQL, Redis) and ship to InfluxDB, Prometheus, or any APAC metrics backend."

Features
6
Use cases
3
Watch outs
3
What it does

Key features

  • 300+ input plugins — APAC host, container, database, network metric collection
  • 60+ output plugins — InfluxDB, Prometheus, Datadog, APAC cloud destinations
  • Plugin-driven — APAC config-file metric pipeline without custom code
  • Low resource footprint — Go binary with minimal APAC host overhead
  • APAC Prometheus integration — remote write output for APAC Prometheus stacks
  • APAC SNMP support — network device APAC metric collection plugin
When to reach for it

Best for

  • APAC teams using InfluxDB — Telegraf is the native APAC collection agent for the InfluxData stack; APAC TICK architecture teams get first-class APAC support and plugin parity
  • APAC platform teams with heterogeneous APAC metrics sources — Telegraf's 300+ input plugins cover APAC SNMP devices, proprietary APAC databases, and APAC IoT sources that Prometheus exporters don't natively support
  • APAC DevOps teams wanting simple APAC host metrics collection — Telegraf's TOML configuration and pre-built APAC plugins get APAC host and container metrics flowing in minutes without custom APAC exporter development
Don't get burned

Limitations to know

  • ! APAC overlap with Prometheus exporters — APAC teams running Prometheus-centric stacks often find Prometheus exporters sufficient for APAC database and host metrics; Telegraf adds value at APAC sources without native APAC exporters
  • ! APAC InfluxData ecosystem dependency — Telegraf is deeply integrated with InfluxData products; APAC feature velocity and APAC plugin maintenance reflect InfluxData's APAC priorities and APAC commercial trajectory
  • ! APAC log collection is secondary — Telegraf has APAC log tail input but is primarily APAC metrics-focused; APAC teams needing APAC log pipeline should pair Telegraf with Fluentd, Vector, or APAC Loki agents
Context

About Telegraf

Telegraf is an open-source server and application metrics collection agent from InfluxData that provides APAC platform and DevOps teams a plugin-driven architecture for collecting metrics from 300+ APAC sources and shipping to 60+ APAC output destinations — where APAC teams configure Telegraf input plugins (cpu, mem, disk, diskio, net for APAC host metrics; docker for APAC container metrics; mysql, postgresql, redis, mongodb for APAC database metrics; statsd, procstat for APAC application metrics) and output plugins (influxdb_v2, prometheus_client, datadog) in a single Telegraf configuration file.

Telegraf's plugin ecosystem breadth — where APAC platform teams collect APAC metrics from standard Linux host resources, APAC network devices (SNMP plugin for APAC routers and switches), APAC IoT sensors (MQTT subscriber plugin), APAC cloud services (AWS CloudWatch, Azure Monitor, GCP Stackdriver input plugins), and APAC custom application endpoints (HTTP input plugin scraping JSON) using the same Telegraf agent binary without per-source collectors — provides APAC infrastructure teams a single APAC metrics collection agent covering heterogeneous APAC environments.

Telegraf's integration with the TICK stack — where APAC teams running InfluxDB use Telegraf as the collection layer, InfluxDB as the APAC time-series storage layer, Chronograf as the APAC dashboarding layer, and Kapacitor as the APAC alerting layer in the classic TICK architecture — provides APAC organizations a complete APAC metrics pipeline from InfluxData without integrating separate APAC tools, though APAC teams with existing Grafana investments commonly pair Telegraf → Prometheus remote write → Grafana instead.

Telegraf's Prometheus remote write output — where APAC platform teams running Prometheus-based APAC observability stacks use Telegraf to collect APAC metrics from sources without native Prometheus exporters (APAC SNMP devices, APAC proprietary middleware) and write them to Prometheus remote write endpoints, Thanos, or VictoriaMetrics — extends APAC Prometheus-centric stacks to cover APAC metric sources that Prometheus scraping can't reach natively.

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