Ross ROSS = Recommend OSS · open-source software intelligence for agents

apache/ambari

Apache Ambari simplifies provisioning, managing, and monitoring of Apache Hadoop clusters. observed · 2026-08-28

github.com/apache/ambari · homepage · Java · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

79/100

  • Activity 99
  • Release rhythm 40
  • Longevity 100
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 7
  • age_days: 5458
  • days_rel: 503
  • days_push: 8
  • n_releases_24m: 2

Full methodology

Adoption not part of the score

2311 stars · 1739 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Apache Ambari is an open-source tool for provisioning, managing, and monitoring Apache Hadoop clusters. It provides a browser-based management UI backed by RESTful APIs, plus metrics collection and alerting via Ambari Metrics and the Alert Framework.

Use cases

  • install a Hadoop cluster across many hosts with a step-by-step wizard
  • start, stop, and reconfigure Hadoop services from a central web UI
  • monitor cluster health and get alerts when a node goes down or disk space is low
  • integrate Hadoop provisioning and monitoring into custom apps via REST APIs
  • manage a Bigtop Hadoop stack on Rocky Linux servers

When to choose

  • you operate Hadoop or Bigtop clusters on supported Linux distributions and want a GUI plus REST API for lifecycle management
  • you need built-in metrics collection and alerting for Hadoop services
  • you want wizard-driven provisioning instead of manual configuration

When to avoid

  • you run Kubernetes-native or cloud-managed big data platforms instead of traditional Hadoop clusters
  • your OS is not among the supported 64-bit distributions (Rocky Linux 8/9, OpenEuler 22)
  • you need a lightweight agentless tool rather than a server/agent architecture

Facets

application · maturity active

monitoring alerting deployment configuration-management web-framework api-framework big-data monitoring self-hosted microservices self-hosted python jvm hadoop cluster-management provisioning bigtop rest-api web-ui devops linux web-server

6 sources

Member repositories

RepositoryRoleHealth v2
apache/ambarimain79

For agents

markdown · JSON · MCP: product_card(name="apache/ambari")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem