GitHub Support Contact Sales Log In
Netdata
Live Demo
Netdata
  • Product
  • Features
  • Solutions
Live Demo
    • Netdata Agents
    • Netdata Parents
    • Netdata Cloud SaaS
    • Netdata Cloud On-Premises
    • Netdata UI
    • Netdata Mobile Apps
    • Product Roadmap
      • Unsupervised ML
      • Anomaly Detection
      • Anomaly Advisor
      • Root Cause Analysis
      • Blast Radius Detection
      • AI Co-Engineer
      • AI Reporting
      • AI Chat (MCP)
      • AIOps Overview
      • Zero Configuration
      • Algorithmic Dashboards
      • Zero Downtime
      • Distributed Pipeline
      • Edge Computing
      • Tiered Retention
      • Real-Time at Scale
      • Infinite Scalability
      • Extreme Cardinality
      • Metrics Management
      • eBPF Monitoring
      • Tiered Retention
      • Logs Management
      • Zero Pipeline Logs
      • OpenTelemetry
      • Distributed Alerting
      • Notifications
      • Mobile Apps
      • Network Monitoring Dashboard
      • Network Topology Viewer
      • NetFlow Traffic Analyzer
      • SNMP Device Monitoring
      • Network Device Auto-Discovery
      • SNMP Trap Monitoring
      • Zero Configuration
      • Troubleshooting
      • AI Co-Engineer
      • Algorithmic Dashboards
      • Live
      • Anomaly Advisor
      • No Query Language
      • Custom Dashboards
      • Root Cause Analysis
      • Access Control
      • Zero Code Instrumentation
      • Zero Downtime
      • Data Sovereignty
      • Alerts & Notifications
      • Team Collaboration
      • Cost Efficiency
    • Integrations
      • Platform Engineers
      • DevOps
      • SREs
      • Developers
      • SysAdmins
      • CISOs
      • Operations Centers
      • DBAs
      • Network Engineers
      • MSPs
      • Freelancers
      • AI & ML
      • Technology
      • Finance
      • Gaming
      • Robotics
      • EV Charging
      • Healthcare
      • Retail
      • POS & Kiosks
      • Manufacturing
      • Telecom
      • Government
      • Education
      • School Devices
      • Kubernetes
      • OpenTelemetry
      • Linux
      • AWS
      • GCP
      • Azure
      • Windows
      • Docker
      • Proxmox
      • VMware
      • Red Hat
      • Hybrid Cloud
      • Hetzner
      • HPC
      • LLM Monitoring
      • Infrastructure Monitoring
      • Container Monitoring
      • Synthetic Checks
      • Application Performance
      • Database Monitoring
      • Troubleshooting
      • Network Monitoring
      • Web Server Monitoring
      • Systemd Journal Logs
      • Data Centers
      • Windows Event Logs
      • IoT Monitoring
      • Edge & Fleet Monitoring
      • Service Mesh
      • Continuous Operations
      • Unified Observability
      • Azure → Azure Local
    • Customer Stories
    • Pricing Plans
    • ROI Calculator
    • Contact Sales
    • Ask Nedi
    • Blog
    • Support
    • Documentation
      • Academy
      • Operations Guides
      • Monitoring 101
      • Webinars
      • Netdata Tutorial
      • Best Infrastructure Monitoring Tools
      • Best Container Monitoring Tools
      • AI Observability Ebook
      • Case Studies
      • YouTube Channel
      • GitHub Discussions
      • Discord
      • Forums
      • Reddit
      • X / Twitter
      • Open Source
    • Compare To
    • About Us
    • Our Values
    • Open Source
    • Join Us
    • Events
    • Contact Us
    • For Enthusiasts
Netdata Agents Netdata Parents Netdata Cloud SaaS Netdata Cloud On-Premises Netdata UI Netdata Mobile Apps Product Roadmap

The only agent that thinks for itself

Autonomous Monitoring with self-learning AI built-in, operating independently across your entire stack.

Unlimited Metrics & Logs
Machine learning & MCP
5% CPU, 150MB RAM
3GB disk, >1 year retention
800+ integrations, zero config
Dashboards, alerts out of the box
> Discover Netdata Agents
Try it now
Linux Docker Kubernetes Google Cloud macOS Windows
Open source
Github 76k
668M+ docker pulls

Centralized metrics streaming and storage

Aggregate metrics from multiple agents into centralized Parent nodes for unified monitoring across your infrastructure.

Stream from unlimited agents
Long-term data retention
High availability clustering
Data replication & backup
Scalable architecture
Enterprise-grade security
> Learn about Parents
Data Pipeline Infinite Scalability Netdata Parents

Fully managed cloud platform

Access your monitoring data from anywhere with our SaaS platform. No infrastructure to manage, automatic updates, and global availability.

Zero infrastructure management
99.9% uptime SLA
Global data centers
Automatic updates & patches
Enterprise SSO & RBAC
SOC2 & ISO certified
> Explore Netdata Cloud
Sign In Pricing Plans Data Sovereignty

Deploy Netdata Cloud in your infrastructure

Run the full Netdata Cloud platform on-premises for complete data sovereignty and compliance with your security policies.

Complete data sovereignty
Air-gapped deployment
Custom compliance controls
Private network integration
Dedicated support team
Kubernetes & Docker support
> Learn about Cloud On-Premises
Contact Sales Data Sovereignty Government Solutions

Powerful, intuitive monitoring interface

Modern, responsive UI built for real-time troubleshooting with customizable dashboards and advanced visualization capabilities.

Real-time chart updates
Customizable dashboards
Dark & light themes
Advanced filtering & search
Responsive on all devices
Collaboration features
> Explore Netdata UI
Custom Dashboards Algorithmic Dashboards Troubleshooting

Monitor on the go

Native iOS and Android apps bring full monitoring capabilities to your mobile device with real-time alerts and notifications.

iOS & Android apps
Push notifications
Touch-optimized interface
Offline data access
Biometric authentication
Widget support
> Download apps
App Store Google Play Alerts & Notifications

The future of infrastructure observability

See our strategic direction across AI-native observability, full-stack signals, operational intelligence, and enterprise platform maturity.

AI-native observability
Full-stack signal coverage
Operational intelligence
Enterprise platform maturity
Agent releases every 6 weeks
Cloud continuous delivery
> Explore Product Roadmap
GitHub Releases Request a Briefing Changelog

Best energy efficiency

True real-time per-second

100% automated zero config

Centralized observability

Multi-year retention

High availability built-in

Zero maintenance

Always up-to-date

Enterprise security

Complete data control

Air-gap ready

Compliance certified

Millisecond responsiveness

Infinite zoom & pan

Works on any device

Native performance

Instant alerts

Monitor anywhere

AI-native observability

Continuous delivery

Open source foundation

AI & ML Architecture Data Platform Network Visualization Enterprise Integrations

80% Faster Incident Resolution

AI-powered troubleshooting from detection, to root cause and blast radius identification, to reporting.
Learn & Detect
Correlate
Understand & Act
Unsupervised ML Anomaly Advisor AI Co-Engineer Anomaly Detection Root Cause Analysis AI Reporting
Blast Radius Detection AI Chat
AI-powered observability, always enabled, always running

True Real-Time and Simple, even at Scale

Linearly and infinitely scalable full-stack observability, that can be deployed even mid-crisis.
Automated
Distributed
Scalable
Zero Configuration Distributed Pipeline Real-Time at Scale Algorithmic Dashboards Edge Computing Infinite Scalability Zero Downtime Tiered Retention Extreme Cardinality
Linear scaling, zero single point of failure

90% Cost Reduction, Full Fidelity

Instead of centralizing the data, Netdata distributes the code, eliminating pipelines and complexity.
Metrics
Logs
Alerts
Metrics Management Logs Management Distributed Alerting eBPF Monitoring Zero Pipeline Logs Notifications Tiered Retention OpenTelemetry Mobile Apps
Your data stays on-premises; only views stream to the cloud

See and Map Your Entire Network

Live topology, flow analytics, and SNMP device and trap monitoring — unified with your full-stack observability.
Topology
Traffic
SNMP
Network Topology Viewer NetFlow Traffic Analyzer SNMP Device Monitoring Network Monitoring Dashboard
SNMP Trap Monitoring
Network Device Auto-Discovery
Unified network monitoring — no separate NPM tool

Single Pane of Glass

Eliminate SSH access for monitoring and troubleshooting systems and applications.
Simple
Powerful
Intelligent
Zero Configuration Troubleshooting AI Co-Engineer Algorithmic Dashboards Live Anomaly Advisor No Query Language Custom Dashboards Root Cause Analysis
Turn junior engineers into experts with guided troubleshooting

Control Without Surrender

SOC 2 Type 2 certified with every metric kept on your infrastructure.
Access
Governance
Operations
Access Control Data Sovereignty Team Collaboration Zero Code Instrumentation Alerts & Notifications Cost Efficiency Zero Downtime
See the Architecture

Integrations

800+ collectors and notification channels, auto-discovered and ready out of the box.

800+ data collectors
Auto-discovery & zero config
Cloud, infra, app protocols
Notifications out of the box
> Explore integrations
AI Automation
Model Context Protocol

Connect any MCP-compatible AI to your observability data. Automate workflows, playbooks, and incident response.

Deploy Anywhere
Multi-Cloud

AWS, GCP, Azure—unified observability across all providers.

Hybrid Cloud

On-prem and cloud infrastructure in a single view.

Data Sovereignty

Your metrics stay on your infrastructure. Always.

Real Results
46% Cost Reduction

Reduced monitoring costs by 46% while cutting staff overhead by 67%.

— Leonardo Antunez, Codyas

Zero Pipeline

No data shipping. No central storage costs. Query at the edge.

Network, Reimagined
Live Topology

Real-time connection and device maps, built in the agent — no scheduled discovery scans.

One Platform

SNMP, flows, traps, and topology unified with your full-stack observability.

From Our Users
"Out-of-the-Box"

So many out-of-the-box features! I mostly don't have to develop anything.

— Simon Beginn, LANCOM Systems

No Query Language

Point-and-click troubleshooting. No PromQL, no LogQL, no learning curve.

Enterprise Ready
67% Less Staff, 46% Cost Cut

Enterprise efficiency without enterprise complexity—real ROI from day one.

— Leonardo Antunez, Codyas

SOC 2 Type 2 Certified

Zero data egress. Only metadata reaches the cloud. Your metrics stay on your infrastructure.

Full Coverage
800+ Collectors

Auto-discovered and configured. No manual setup required.

Any Notification Channel

Slack, PagerDuty, Teams, email, webhooks—all built-in.

Built For Industries Technologies Use Cases Customer Stories

Built for the People Who Get Paged

Because 3am alerts deserve instant answers, not hour-long hunts.
Platform Engineers DevOps SREs Developers SysAdmins CISOs Operations Centers DBAs Network Engineers MSPs Freelancers
Ask AI about your next incident

Every Industry Has Rules. We Master Them.

See how healthcare, finance, and government teams cut monitoring costs 90% while staying audit-ready.
AI & ML Technology Finance Gaming Robotics EV Charging Healthcare Retail POS & Kiosks Manufacturing Telecom Government Education School Devices
Built for Operation Centers

Monitor Any Technology. Configure Nothing.

Install the agent. It already knows your stack.
Kubernetes OpenTelemetry Linux AWS GCP Azure Windows Docker Proxmox VMware Red Hat Hybrid Cloud Hetzner HPC
See all 800+ integrations

Complete Visibility. Total Control.

From install to "what broke and why" in under five minutes—no queries, no guesswork.
LLM Monitoring Infrastructure Monitoring Container Monitoring Synthetic Checks Application Performance Database Monitoring Troubleshooting Network Monitoring Web Server Monitoring Systemd Journal Logs Data Centers Windows Event Logs IoT Monitoring Edge & Fleet Monitoring Service Mesh Cloud Monitoring Continuous Operations Unified Observability Azure → Azure Local
See the live demo

Don't Take Our Word for It

From 99% less downtime to 30-second troubleshooting—see how they did it.
Falkland Islands Government

Government

Falkland Islands Government

99% less downtime, 30% cloud cost reduction

TMB Barcelona

Transportation

TMB Barcelona

"A rare unicorn that obeys the Pareto rule"

Nodecraft

Gaming

Nodecraft

Troubleshooting in 30 seconds, not 3 minutes

Codyas

Technology

Codyas

46% cost reduction, 67% less monitoring staff

Browse all case studies
From Our Users
"A Rare Unicorn"

Netdata gives more than you invest in it. A rare unicorn that obeys the Pareto rule.

— Eduard Porquet Mateu, TMB Barcelona

99% Downtime Reduction

Reduced website downtime by 99% and cloud bill by 30% using Netdata alerts.

— Falkland Islands Government

Real Savings
30% Cloud Cost Reduction

Optimized resource allocation based on Netdata alerts cut cloud spending by 30%.

— Falkland Islands Government

46% Cost Cut

Reduced monitoring staff by 67% while cutting operational costs by 46%.

— Codyas

Real Coverage
"Plugin for Everything"

Netdata has agent capacity or a plugin for everything, including Windows and Kubernetes.

— Eduard Porquet Mateu, TMB Barcelona

"Out-of-the-Box"

So many out-of-the-box features! I mostly don't have to develop anything.

— Simon Beginn, LANCOM Systems

Real Speed
Troubleshooting in 30 Seconds

From 2-3 minutes to 30 seconds—instant visibility into any node issue.

— Matthew Artist, Nodecraft

20% Downtime Reduction

20% less downtime and 40% budget optimization from out-of-the-box monitoring.

— Simon Beginn, LANCOM Systems

Pricing Plans ROI Calculator Contact Sales Partnerships For Enthusiasts Referral Program

Pay per Node. Unlimited Everything Else.

One price per node. Unlimited metrics, logs, users, and retention. No per-GB surprises.

Free tier—forever
No metric limits or caps
Retention you control
Cancel anytime
> See pricing plans
> See pricing plans

What's Your Monitoring Really Costing You?

Most teams overpay by 40-60%. Let's find out why.

Expose hidden metric charges
Calculate tool consolidation
Customers report 30-67% savings
Results in under 60 seconds
> See what you're really paying
> See what you're really paying

Your Infrastructure Is Unique. Let's Talk.

Because monitoring 10 nodes is different from monitoring 10,000.

On-prem & air-gapped deployment
Volume pricing & agreements
Architecture review for your scale
Compliance & security support
> Start a conversation
> Start a conversation

Monitoring That Sells Itself

Deploy in minutes. Impress clients in hours. Earn recurring revenue for years.

30-second live demos close deals
Zero config = zero support burden
Competitive margins & deal protection
Response in 48 hours
> Apply to partner
> Apply to partner

Per-Second Metrics at Homelab Prices

Same engine, same dashboards, same ML. Just priced for tinkerers.

Community: Free forever · 5 nodes · non-commercial
Homelab: $90/yr · unlimited nodes · fair usage
> Get the Homelab Plan
> Get the Homelab Plan

$1,000 Per Referral. Unlimited Referrals.

Your colleagues get 10% off. You get 10% commission. Everyone wins.

10% of subscriptions, up to $1,000 each
Track earnings inside Netdata Cloud
PayPal/Venmo payouts in 3-4 weeks
No caps, no complexity
> Get your referral link
> Get your referral link
Cost Proof
40% Budget Optimization

"Netdata's significant positive impact" — LANCOM Systems

Calculate Your Savings

Compare vs Datadog, Grafana, Dynatrace

Savings Proof
46% Cost Reduction

"Cut costs by 46%, staff by 67%" — Codyas

30% Cloud Bill Savings

"Reduced cloud bill by 30%" — Falkland Islands Gov

Enterprise Proof
"Better Than Combined Alternatives"

"Better observability with Netdata than combining other tools." — TMB Barcelona

Real Engineers, <24h Response

DPA, SLAs, on-prem, volume pricing

Why Partners Win
Demo Live Infrastructure

One command, 30 seconds, real data—no sandbox needed

Zero Tickets, High Margins

Auto-config + per-node pricing = predictable profit

Homelab Ready
Free Video Course

8-episode Netdata tutorial by LearnLinux.tv

76k+ GitHub Stars

3rd most starred monitoring project

Worth Recommending
Product That Delivers

Customers report 40-67% cost cuts, 99% downtime reduction

Zero Risk to Your Rep

Free tier lets them try before they buy

Ask Nedi Blog Support Documentation Education Community Compare To

AI Support Assistant, Available 24/7

Nedi has access to all official documentation, source code, and resources. Ask any question about Netdata—responds in your language.

Deployment & configuration
Troubleshooting & sizing
Alerts & notifications
Evidence-based answers
> Ask Nedi now
> Ask Nedi now

Engineering Insights & Product Updates

Deep dives into monitoring, infrastructure, and what's new in Netdata.
Introducing Infrastructure Knowledge: Teach Netdata AI What Your Metrics Can't Show

Sep 2026

Introducing Infrastructure Knowledge: …

Netdata AI sees everything your …

Chart Annotations: Pin the Deploy, the Incident, or the Config Change Right on the Chart

Aug 2026

Chart Annotations: Pin the Deploy, the …

A chart shows you that CPU jumped at 15:57. …

Introducing MCP Connections: Netdata AI Now Reads From the Tools You Already Run

Aug 2026

Introducing MCP Connections: Netdata AI …

Netdata AI can now connect outward to the …

Native macOS Monitoring: Logs, Sensors, GPU & Hardware Health

Jul 2026

Native macOS Monitoring: Logs, Sensors, …

We’ve overhauled macOS monitoring in …

Explore all articles

Never Fight Fires Alone

Docs, community, and expert help—pick your path to resolution.

Learn.netdata.cloud docs
Discord, Forums, GitHub
Premium support available
> Get answers now
> Get answers now

60 Seconds to First Dashboard

One command to install. Zero config. 850+ integrations documented.

Linux, Windows, K8s, Docker
Auto-discovers your stack
> Read our documentation
> Read our documentation

Level Up Your Monitoring

Real problems. Real solutions. 112+ guides from basic monitoring to AI observability.
Academy Operations Guides Monitoring 101 Webinars Netdata Tutorial Best Infrastructure Monitoring Tools Best Container Monitoring Tools AI Observability Ebook Case Studies YouTube Channel
> Explore all 112+ guides

76,000+ Engineers Strong

615+ contributors. 1.5M daily downloads. One mission: simplify observability.
GitHub Discussions Discord Forums Reddit X / Twitter Open Source
See where 76K+ engineers connect

Per-Second. 90% Cheaper. Data Stays Home.

Side-by-side comparisons: costs, real-time granularity, and data sovereignty for every major tool.

See why teams switch from Datadog, Prometheus, Grafana, and more.

> Browse all comparisons
> Browse all comparisons
Nedi Can Help With
Paste Logs & Errors

Trace issues directly in the source code

Deploy & Size Parents

Get architecture recommendations

Live Status
Netdata Cloud Status

Real-time operational status, incident history, and uptime for all Netdata Cloud services.

> Check system status
Quick Start
One-Command Install

Copy, paste, monitoring in 60 seconds

850+ Integrations

Every collector documented

Learn Path
112+ Technical Guides

PostgreSQL, NGINX, K8s, and more

AI Observability Ebook

Maturity model and implementation

Built in the Open
Star Us on GitHub

76k+ stars and growing daily

Active Discussions

Engineers helping engineers

Migration Program
Migrating from SolarWinds?

Netdata is modern, fast, full-stack observability with per-second metrics, AI-powered troubleshooting, and predictable pricing.

> See migration program
About Us Our Values and Promises Open Source Join Us Events Contact Us Terms & Policies
Edge-Native Observability, Born Open Source
Per-second visibility, ML on every metric, and data that never leaves your infrastructure.
Founded in 2016
615+ contributors worldwide
Remote-first, engineering-driven
Open source first
> Read our story
> Read our story
Promises We Publish—and Prove
12 principles backed by open code, independent validation, and measurable outcomes.
Open source, peer-reviewed
Zero config, instant value
Data sovereignty by design
Aligned pricing, no surprises
> See all 12 principles
> See all 12 principles
Edge-Native, AI-Ready, 100% Open
76k+ stars. Full ML, AI, and automation—GPLv3+, not premium add-ons.
76,000+ GitHub stars
GPLv3+ licensed forever
ML on every metric, included
Zero vendor lock-in
> Explore our open source
> Explore our open source
Build Real-Time Observability for the World
Remote-first team shipping per-second monitoring with ML on every metric.
Remote-first, fully distributed
Open source (76k+ stars)
Challenging technical problems
Your code on millions of systems
> See open roles
> See open roles
Meet the Team Behind Netdata
Conferences, meetups, and tradeshows where you can see Netdata in action and talk to the engineers who build it.
Live demos and deep dives
Book 1-on-1 meetings
Talks and panel sessions
Event recaps and photos
> See all events
> See all events
Talk to a Netdata Human in <24 Hours
Sales, partnerships, press, or professional services—real engineers, fast answers.
Discuss your observability needs
Pricing and volume discounts
Partnership opportunities
Media and press inquiries
> Book a conversation
> Book a conversation
Your Data. Your Rules.
On-prem data, cloud control plane, transparent terms.
Terms of Use Terms of Service Privacy Policy Fair Usage Policy
Request a DPA or security package
Trust & Scale
76,000+ GitHub Stars

One of the most popular open-source monitoring projects

SOC 2 Type 2 Certified

Enterprise-grade security and compliance

Data Sovereignty

Your metrics stay on your infrastructure

Validated
University of Amsterdam

"Most energy-efficient monitoring solution" — ICSOC 2023, peer-reviewed

ADASTEC (Autonomous Driving)

"Doesn't miss alerts—mission-critical trust for safety software"

Community Stats
615+ Contributors

Global community improving monitoring for everyone

1.5M+ Downloads/Day

Trusted by teams worldwide

GPLv3+ Licensed

Free forever, fully open source agent

Why Join?
Remote-First

Work from anywhere, async-friendly culture

Impact at Scale

Your work helps millions of systems

Recent Events
Tech Show London 2026

March 4–5, London, UK

India DevOps Show 2026

February 13, Bengaluru, India

Gartner IT IOCs 2025

November 17–19, Las Vegas

Get in Touch
Talk to Sales

Pricing, volume discounts, and enterprise needs

Technical Support

Docs, community, and expert help

Trust Center
SOC 2 Type 2 Certified

Continuous compliance monitoring by Drata. View our live security posture and audit reports.

> View trust center
$ guides / oracle-database ▌
ORACLE DATABASE · OPERATIONS PLAYBOOK

Oracle without the pager: redo, undo, archiving, and the shared pool

A shared-memory instance fronting per-session private memory, where every change is written twice — once as redo for recovery, once as undo for rollback and read consistency — and durability rides on LGWR, the archiver, and the storage underneath them. Here's how that machinery holds up in production, where it cracks first, what to watch as load grows, and how to work each failure when it lands.

> Start with the monitoring checklist → # Jump to the full guide list
"

Oracle Database is famously capable and famously unforgiving: the defaults carry a workload for years, right up until redo, undo, archiving, or the shared pool hits a hard edge that has no graceful degradation.

The defaults work. Until the archive destination fills, ARCn can't write, the online redo logs can't cycle, and every session freezes on log file switch (archiving needed) while new logins get ORA-00257 — a total outage that basic 'is it up' checks sail straight through. Until a long report needs an undo version a busy transaction already overwrote and fails with ORA-01555: snapshot too old. Until an application sends literal SQL, the shared pool fragments, and allocations start failing with ORA-04031. Until one idle session sits on an uncommitted row lock and the whole application backs up behind enq: TX - row lock contention. Until DBMS_STATS runs overnight, the optimizer picks a new plan, and a 10ms query starts doing full scans at ten minutes each.

These guides are written for engineers who already run Oracle, not for people learning what a tablespace is. The goal is to give you the mental model of how the instance actually behaves under load — SGA and PGA, the redo and undo write path, the wait-event model — the failure patterns that keep recurring, the monitoring story that catches problems before they page anyone, and the runbooks you wish someone had handed you before your last incident.

How Oracle actually runs in production

Oracle is not just a SQL engine. It is a shared-memory instance (the SGA) fronting per-session private memory (the PGA), where every change is written twice — once as redo for recovery, once as undo for rollback and read consistency — and durability depends on LGWR, the archiver, and the storage beneath them. Most production failures live between these layers, not inside any one of them.

01
listener + connection admission
Clients reach the TNS listener (default port 1521), which hands each connection to a dedicated server process — one OS process plus a PGA allocation. The <code>PROCESSES</code> and <code>SESSIONS</code> parameters hard-limit concurrency; hitting them raises <code>ORA-00020</code>. A listener that accepts TCP can still reject connections with <code>TNS-12516</code> / <code>TNS-12519</code> when no handler is free.
LISTENER
▼ connect + admit
02
sessions + PGA
Each dedicated server gets private PGA for sorts, hashes, and session state, governed by <code>PGA_AGGREGATE_TARGET</code> (soft) and <code>PGA_AGGREGATE_LIMIT</code> (hard, 12c+). When PGA is short, work spills to the temp tablespace and slows down; at the hard limit Oracle kills the biggest sessions with <code>ORA-04036</code>.
PGA
▼ allocate PGA
03
shared pool + library cache
Parsed SQL plans and the data-dictionary cache live here. Every hard parse takes exclusive mutexes and CPU; literal SQL forces a hard parse per statement, fragmenting the pool until an allocation fails with <code>ORA-04031</code>. Parsing pressure shows up as <code>library cache: mutex X</code> and <code>cursor: pin S wait on X</code>.
PARSE
▼ parse + plan
04
buffer cache + DBWn
Data blocks are cached here; a read that misses waits on <code>db file sequential read</code> (index) or <code>db file scattered read</code> (scan). DBWn writes dirty buffers back to datafiles. If DBWn falls behind, sessions can't find a clean buffer and stall on <code>free buffer waits</code> — and all DML backs up.
CACHE
▼ cache read / DBWn write
05
transaction layer (undo + locks)
Every change writes an undo record for rollback and for the read-consistent view long queries depend on. Old undo overwritten too soon raises <code>ORA-01555</code>; a full undo tablespace raises <code>ORA-30036</code>. Row and table access is serialized by enqueues — one uncommitted transaction can block many others behind <code>enq: TX</code>.
TXN
▼ undo + lock
06
redo + LGWR
Change vectors buffer in the redo log buffer and LGWR flushes them to the online redo logs. Every <code>COMMIT</code> waits for that flush as <code>log file sync</code> — so redo-storage latency sets the ceiling on write throughput. Compare it with <code>log file parallel write</code> to tell storage latency from LGWR scheduling.
COMMIT
▼ redo flush / commit
07
checkpoints + archiving (ARCn)
CKPT and DBWn advance checkpoints; ARCn copies each filled online redo log to the archive destination. If DBWn lags a log switch you get <code>Checkpoint not complete</code>; if archiving stalls, the logs can't be reused and the instance hangs (<code>cannot allocate new log</code>, <code>ORA-00257</code>) — the most dangerous Oracle failure.
ARCHIVE
▼ checkpoint + archive
08
storage (datafiles, temp, tablespaces)
Segments extend into tablespaces backed by datafiles (or ASM). A tablespace at max capacity raises <code>ORA-01653</code> / <code>ORA-01654</code>; temp exhaustion raises <code>ORA-01652</code>; autoextend can hit MAXSIZE while the filesystem still has space; physical or logical damage surfaces as <code>ORA-01578</code> block corruption.
STORAGE

Why this matters: 'the database is slow' can be a log file sync stall on redo storage, a lock chain behind one idle session, a hard-parse storm in the shared pool, a plan regression doing full scans, PGA spilling to temp, or an archive destination minutes from hanging the instance. The symptom is identical — Oracle is slow — but each layer has a different signal and a different fix. RAC adds an interconnect and Data Guard adds a standby, each with its own failure modes on top.

The failures you'll actually see

Most Oracle incidents fall into a small set of recurring patterns. Recognise the shape, and triage gets dramatically faster.

IMMINENT

The archive hang

The archive destination or FRA fills, or the NFS/ASM target goes away, and ARCn can't write. The online redo logs fill, LGWR can't switch, and every session needing redo freezes on log file switch (archiving needed). The instance is still OPEN and the listener still answers, so 'is it up' checks pass — but queries and DML hang indefinitely and new non-SYSDBA logins get ORA-00257. A total outage masquerading as a healthy database.

  • alert log: Thread N cannot allocate new log, sequence N
  • V$ARCHIVE_DEST_STATUS STATUS = ERROR, or archive dest / FRA near full
  • TPS drops to zero while session count stays stable
  • new non-SYSDBA connections fail with ORA-00257
Investigate →
CRITICAL

LGWR can't keep up: the slow-commit cascade

Redo log storage degrades — a failing SSD, SAN contention, or redo sharing a device with datafiles — and every COMMIT waits longer on log file sync. Because all writes commit, all writes slow uniformly, TPS declines across the board, and Checkpoint not complete starts appearing. CPU can look idle while sessions sit waiting on I/O. This is the single most common Oracle performance emergency.

  • log file sync average climbing past 10ms and rising
  • log file parallel write also elevated (confirms storage, not scheduling)
  • TPS declining uniformly, not on specific queries
  • Commit dominating the active-session wait profile
Investigate →
ACTIVE

The lock contention cascade

One session holds uncommitted DML on hot rows and goes idle. Other sessions queue behind it on enq: TX - row lock contention, and as the queue grows the connection pool spins up new sessions that also block — potentially exhausting PROCESSES/SESSIONS. The blocker is usually INACTIVE, burning no CPU, which is exactly why it hides. One stuck transaction can take down the whole application.

  • enq: TX - row lock contention waits growing
  • BLOCKING_SESSION points to an INACTIVE (idle) holder
  • session count stable or rising while TPS declines
  • process/session utilisation creeping toward the limit
Investigate →
IMMINENT

Space exhaustion at the cliff edge

A tablespace reaches max capacity and the next extent fails with ORA-01653 (table) or ORA-01654 (index). There is no graceful degradation — the workload runs perfectly at 99% and stops dead at 100%. It is easy to miss because autoextend can hit its MAXSIZE while the filesystem still shows free space, so disk-only monitoring reports healthy right up to the failure.

  • DBA_TABLESPACE_USAGE_METRICS used percent above 90% of max
  • ORA-01653 / ORA-01654 in the alert log or to the application
  • autoextend datafile at MAXBYTES with the filesystem not full
  • SYSTEM, SYSAUX, or UNDO tablespace among the offenders
Investigate →
CRITICAL

The parse storm to ORA-04031

An application sends literal SQL, so every unique statement forces a hard parse — exclusive mutexes, CPU, and shared-pool memory. At scale, sessions pile up on library cache: mutex X, the shared pool fragments, and allocations begin failing with ORA-04031. Reaching for ALTER SYSTEM FLUSH SHARED_POOL only triggers another hard-parse storm and makes it worse.

  • parse count (hard) rising sharply; hard-parse ratio above 5%
  • library cache: mutex X / cursor: pin S wait on X dominating waits
  • shared pool free memory declining, CPU high from parsing
  • ORA-04031 appearing in the alert log
Investigate →
ACTIVE

The undo pressure spiral

A large transaction generates enormous undo while long-running reports still need older versions for read consistency. Unexpired undo gets stolen and long queries fail with ORA-01555: snapshot too old; if ACTIVE undo then fills the tablespace, DML itself fails with ORA-30036. The read-path failure is annoying; the write-path failure is an outage.

  • V$UNDOSTAT SSOLDERRCNT rising (ORA-01555 occurring)
  • V$UNDOSTAT UNXPSTEALCNT non-zero (undo being stolen early)
  • ACTIVE undo growing as a share of the undo tablespace
  • a single large USED_UBLK transaction in V$TRANSACTION
Investigate →
The Netdata solution

Oracle Database monitoring with Netdata

Netdata monitors Oracle Database with per-second metrics and automatic dashboards. Watch wait events, redo and archive-log activity, tablespace and undo space, and session and lock activity so the failure modes in these runbooks surface before the instance hangs.

See Oracle monitoring → Start monitoring free
Choosing a tool

Best Oracle Database Monitoring Tools: 10 Ranked for 2026

A ranked review of the tools teams actually shortlist here, what each one is genuinely good at, and how the pricing behaves as you scale.

Read the buyer's guide →

Oracle monitoring maturity levels

Oracle observability works in four practical levels. Each is a complete operation, not a stepping stone. Pick the level that matches how much your database matters. Most production instances should land at the second level.

Level 1: Survival

Know that something is wrong

Survival monitoring is the floor. With these signals you can answer one question: is the database still serving? You will not learn what broke, but you will learn that something broke before users do. Survival is enough for dev instances and low-stakes workloads.

  • Instance status Is the instance OPEN, ACTIVE, and READ WRITE (or READ ONLY on a standby)?
  • Listener responsiveness Can a client actually connect over the full admission path, not just reach port 1521?
  • Tablespace free space Is any tablespace near max capacity (against autoextend MAXSIZE, not current size)?
  • Archive destination status Can the archiver still write — or is a hang minutes away?
  • Sessions vs PROCESSES limit Is connection admission about to hit ORA-00020?
  • Alert log critical errors ORA-00600, ORA-07445, corruption, and space errors as they land.
↓

Level 2: Operational

Diagnose most incidents on your own

Operational monitoring is what most production instances should target. Survival tells you something is wrong; operational tells you what. With this coverage your team can usually diagnose an incident on its own: commit latency, I/O waits, lock contention, undo pressure, space, and the archive path.

  • Top wait events by time log file sync, db file sequential read, enq: TX — where is DB time going?
  • log file sync vs parallel write Split redo-storage latency from LGWR scheduling/CPU.
  • Redo log switch frequency Undersized logs and the earliest sign of checkpoint pressure.
  • Undo usage + ORA-01555/30036 SSOLDERRCNT, NOSPACEERRCNT, and ACTIVE undo share.
  • Blocking sessions and chain depth Who is at the head of the lock chain, and for how long?
  • FRA / archive destination space Space runway on the most dangerous blind spot in Oracle.
  • Session / process utilisation trend Peak below 75% of PROCESSES, with MAX_UTILIZATION watched.
  • RMAN backup success Has a backup actually completed inside the policy window?
↓

Level 3: Mature

Catch problems before they become incidents

Mature monitoring catches problems before they wake anyone up. A tablespace trending toward full over weeks, SYSAUX growing from AWR, undo retention slipping under the longest query, a plan starting to drift, Data Guard lag creeping up. None of these page you on day one. They become incidents on day thirty.

  • TPS baseline deviation A workload-relative drop, not a static threshold.
  • Redo generation rate trend Is write intensity approaching archiver or Data Guard bandwidth?
  • PGA aggregate utilisation Over-allocation and temp spill before ORA-04036.
  • SGA component resize behaviour Oscillating resizes and shared-pool free below 5%.
  • Tablespace growth projection Days-to-full from the 30-day growth rate.
  • Data Guard transport / apply lag Is the standby still a viable failover target within RPO/RTO?
  • Checkpoint completion status Are log switches stalling on incomplete checkpoints?
  • Hard parse ratio trend Is parsing pressure building toward a shared-pool problem?
↓

Level 4: Expert

Reactive instrumentation after real incidents

Expert signals enter your stack the day after a specific incident proved you needed them. Per-SQL plan stability, ASH session-level load, latch and mutex contention, RAC interconnect health, per-PDB isolation. Most teams never need every signal here. Add the ones your incident history says you do.

  • SQL plan stability (per SQL_ID) Multi-plan SQL_IDs and buffer_gets/exec regression.
  • ASH session-level analysis Where load actually went over time (needs Diagnostics Pack).
  • Latch / mutex contention V$LATCH_MISSES and V$LATCH_HOLDER for the hot structure.
  • RAC interconnect + gc waits gc block transfer times and buffer-busy across instances.
  • Per-PDB resource isolation Multitenant Resource Manager plans and per-PDB space.
  • Undo retention vs longest query Is MAXQUERYLEN outrunning effective UNDO_RETENTION?
  • Block corruption proactive checks Scheduled RMAN VALIDATE / DBVERIFY, not just reactive errors.
  • Cursor invalidations V$SQL.INVALIDATIONS as a plan-stability threat.

Operating mistakes worth avoiding

The traps Oracle teams keep falling into. Each has a clear, well-known fix. Most teams only learn it after an incident.

⚠

Monitoring hit ratios instead of wait events

The buffer cache hit ratio is the single most misused Oracle metric. A 99% ratio means nothing if <code>log file sync</code> is 50ms, and direct-path reads inflate it. Oracle's own methodology has been wait-event based since 10g — measure where time is spent, not cache-hit percentages.

⚠

Ignoring the archive destination

When the archive destination or FRA fills, the instance hangs — and it masquerades as 'database up' because the instance is OPEN and the listener answers. Many teams watch tablespaces but forget the FRA or archive filesystem. It is the most dangerous blind spot in Oracle.

⚠

Not monitoring the listener separately

The database can be perfectly healthy while <code>tnslsnr</code> is down and nobody can connect. And a TCP probe that reaches port 1521 proves nothing — the listener can still reject with <code>TNS-12516</code>/<code>TNS-12519</code>. Test the full admission path independently.

⚠

Treating all ORA- errors the same

<code>ORA-00600</code> and <code>ORA-07445</code> are always critical and need Oracle Support with the exact arguments. <code>ORA-01555</code> is a tuning signal. <code>ORA-04031</code> is urgent but not corruption. Triage by error code — alerting on 'any ORA-' is noise.

⚠

Static thresholds on baseline-dependent metrics

TPS, logical reads, and redo generation are all workload-shaped. Static thresholds generate constant false alarms or miss real regressions. Alert on deviation from a 7-day rolling baseline by hour of day instead.

⚠

Forgetting about plan regression

The optimizer can destroy performance in seconds after a stats gather. Teams that don't use SQL Plan Baselines (DBMS_SPM) and don't watch per-execution metrics get blindsided by the same class of incident repeatedly.

⚠

Ignoring the undo pressure early warning

<code>V$UNDOSTAT.UNXPSTEALCNT</code> going non-zero is the quiet signal that <code>ORA-01555</code> — and eventually <code>ORA-30036</code> — are coming. Most teams react only after the error fires, in the middle of a failing report or DML.

⚠

Not validating backups

RMAN backups can fail silently for days. If <code>V$RMAN_BACKUP_JOB_DETAILS</code> shows failures and nobody is watching, the effective RPO is infinite. A backup you have never restore-tested is a hope, not a recovery plan.

Oracle Database runbooks in this section

Each guide is a focused runbook for one symptom or topic. Pick one when you have an incident, or use the categories to learn the area.

▸

Start here

  • ▸ Oracle monitoring checklist →
  • ▸ How Oracle works in production →
  • ▸ Oracle monitoring maturity model →
▸

Redo, LGWR, and the commit path

  • ▸ log file sync waits (slow commits) →
  • ▸ Slow commit cascade →
  • ▸ Checkpoint not complete →
  • ▸ Redo log switch frequency →
  • ▸ Redo generation rate →
▸

Archiving, the FRA, and the archive hang

  • ▸ ORA-00257 archiver error →
  • ▸ Cannot allocate new log (archive hang) →
  • ▸ Archive destination full →
  • ▸ Fast Recovery Area full →
  • ▸ RMAN backup failures →
▸

Tablespaces, datafiles, and space exhaustion

  • ▸ ORA-01653 unable to extend table →
  • ▸ ORA-01654 unable to extend index →
  • ▸ Tablespace full →
  • ▸ Autoextend hit MAXSIZE →
▸

Undo, read consistency, and long queries

  • ▸ ORA-01555 snapshot too old →
  • ▸ ORA-30036 unable to extend undo →
  • ▸ Undo tablespace usage →
  • ▸ Undo pressure spiral →
▸

Temp space, PGA, and memory spills

  • ▸ ORA-01652 unable to extend temp →
  • ▸ Temp tablespace full →
  • ▸ ORA-04036 PGA limit exceeded →
  • ▸ PGA memory pressure →
▸

Locks, enqueues, and blocking sessions

  • ▸ enq: TX - row lock contention →
  • ▸ ORA-00060 deadlock detected →
  • ▸ enq: TM - contention (unindexed FK) →
  • ▸ Blocking sessions →
  • ▸ Lock contention cascade →
▸

Shared pool, parsing, and the library cache

  • ▸ ORA-04031 shared pool →
  • ▸ library cache: mutex X →
  • ▸ Hard parse storm →
  • ▸ cursor: pin S wait on X →
▸

SQL performance and plan stability

  • ▸ SQL plan regression →
  • ▸ Slow query diagnosis →
  • ▸ Logical reads spiking →
  • ▸ db file scattered read →
▸

Buffer cache, DBWn, and physical I/O

  • ▸ db file sequential read →
  • ▸ free buffer waits →
  • ▸ buffer busy waits →
  • ▸ Physical I/O latency →
  • ▸ Buffer cache hit ratio →
▸

Memory, sessions, and the listener

  • ▸ Out of memory (OOM killer) →
  • ▸ HugePages not configured →
  • ▸ ORA-00020 maximum processes exceeded →
  • ▸ Connection / session exhaustion →
  • ▸ Listener errors TNS-12516 / TNS-12519 →
▸

Availability, corruption, Data Guard & RAC

  • ▸ Instance status / real outage →
  • ▸ ORA-00600 internal error →
  • ▸ ORA-07445 exception →
  • ▸ ORA-01578 block corruption →
  • ▸ Data Guard transport / apply lag →
  • ▸ RAC global cache waits →
WHERE TO GO NEXT

Setting up Oracle monitoring, or putting out a fire?

If you're starting from scratch, the monitoring checklist is the path of least regret. If you're mid-incident, jump straight to the symptom that matches what you're seeing.

> Start with the checklist > Back to Operations Guides
  • Oracle DB
  • Database Monitoring
  • Troubleshooting

Observability without surprise bills starts now.

Why keep guessing what your observability will cost—when you can monitor everything at a flat, predictable price?

No surprise bills

No usage-based traps

No compromises on visibility

Product

Live Demo Netdata Agents Netdata Parents Netdata Cloud SaaS Netdata Cloud On-Prem Netdata UI Mobile Apps
  Integrations
 

Pricing

Pricing Plans ROI Calculator Contact Sales Partnerships For Enthusiasts Referral Program

AI & ML

AIOps AI Co-Engineer AI Reporting AI Chat (MCP) Root Cause Analysis Blast Radius Detection Anomaly Advisor

Architecture

Zero Configuration Algorithmic Dashboards Real-Time at Scale Infinite Scalability

Data Platform

Metrics Management Logs Management Alerts & Notifications OpenTelemetry

Network

Network Monitoring Dashboard Topology Viewer NetFlow Traffic Analyzer SNMP Trap Monitoring SNMP Device Monitoring Network Device Auto-Discovery

Built For

DevOps SREs DBAs SysAdmins Platform Engineers Operations Centers Developers Freelancers MSPs

Enterprise

Access Control Team Collaboration Data Sovereignty Zero Downtime

Success Stories

Case Studies

Industries

AI & ML Finance Healthcare Gaming Government Technology

Technologies

Kubernetes AWS Linux Windows

Use Cases

Infrastructure Monitoring Container Monitoring Database Monitoring Application Performance Azure → Azure Local

Resources

Ask Nedi Documentation Blog Academy Operations Guides Monitoring 101 Support Community Comparisons Best Infrastructure Monitoring Tools Best Container Monitoring Tools

Company

About Us Our Values Open Source Join Us Contact Us Terms of Service Privacy Policy Fair Usage Policy
Netdata

© 2026 Netdata Inc.

Ask Nedi GitHub LinkedIn YouTube Twitter Facebook Reddit Discord

© 2026 Netdata Inc.

Book Your Free Demo

See how Netdata can improve visibility, reduce downtime, and simplify monitoring — no commitment required.

↑↓ navigate ↵ open esc close Search by Algolia