10.2 Logging Architecture: Strata Logging Service, Log Forwarding, and Collectors

Key Takeaways

  • PAN-OS generates traffic, threat, URL filtering, data, WildFire, system, configuration, and other log types, each written to a log database on the firewall.
  • Strata Logging Service (SLS, formerly Cortex Data Lake) is Palo Alto Networks' cloud-delivered logging platform that ingests and stores firewall logs at scale without on-premises storage capacity limits.
  • Log Forwarding Profiles determine which logs are forwarded and to which destinations, including Strata Logging Service, syslog, HTTP servers, email, and SNMP traps.
  • Panorama Log Collectors and Log Collector Groups aggregate logs from many firewalls into an on-premises repository when cloud logging is not permitted.
  • Log quotas and retention settings control on-device log storage rotation, while filter-based forwarding lets engineers forward only relevant log streams to conserve SIEM ingestion.
Last updated: July 2026

10.2 Logging Architecture: Strata Logging Service, Log Forwarding, and Collectors

Task 2.3 of the NGFW Engineer blueprint covers logging configuration, including the Strata Logging Service, log forwarding, and log collectors and log collector groups. Logging is how the firewall records every connection, threat, URL, and system event so that engineers can investigate incidents and demonstrate compliance.


Log Types Generated by PAN-OS

Log TypeWhat It Records
TrafficSession start/end, source/destination, application (App-ID), user (User-ID), bytes
ThreatMatches against IPS, Antivirus, Anti-Spyware, WildFire, DNS Security, and DLP profiles
URL FilteringURL category matches and blocked/allowed URL decisions
DataData filtering and file blocking events
WildFireVerdicts for files submitted to WildFire analysis
SystemFirewall system events, HA failovers, software updates, hardware health
ConfigurationConfiguration commits and changes

All logs are first written to the firewall's local log database, whose size is bounded by the platform's log quota settings.


Strata Logging Service (SLS)

Strata Logging Service (SLS) is Palo Alto Networks' cloud-delivered logging platform. It was previously known as Cortex Data Lake (and earlier as the Logging Service). SLS ingests firewall logs over the cloud, stores them at scale, and exposes them through the Strata Cloud Manager and Cortex applications for querying and reporting.

When to Use SLS

  • Environments that want log storage without managing on-premises disk capacity.
  • Cloud and hybrid NGFW fleets (including Cloud NGFW and Prisma Access) that already use cloud-delivered services.
  • Organizations that need long retention and centralized queries across many firewalls.

SLS is licensed as part of the Strata Cloud Manager / Cortex bundle; the firewall authenticates and forwards logs to the regional SLS tenant.


Log Forwarding Profiles

A Log Forwarding Profile is the device-side object that decides what is forwarded and where. The blueprint item 2.3.2 (log forwarding) centers on this object.

How a Profile Works

  1. The profile is created at the device level and references one or more destination servers (Strata Logging Service, syslog server, HTTP server, email, SNMP trap).
  2. For each log type, the profile enables forwarding and can attach a match filter so only matching logs (for example, only severity high threats, or only traffic from a specific zone) are forwarded.
  3. The profile is attached to a security policy rule, a decryption rule, or the device-wide log settings so that logs produced by that rule are forwarded.

Common Destinations

  • Strata Logging Service: cloud storage and query.
  • Syslog (UDP/TCP/TLS): traditional SIEM ingestion over standard syslog.
  • HTTP/HTTPS server: custom endpoints or cloud SIEM APIs.
  • Email and SNMP trap: alerting on specific high-severity events.

Filter-based forwarding is a key exam skill: rather than forwarding every traffic log to an expensive SIEM, engineers forward only threat logs or only high-severity events while sending the full stream to the cheaper Strata Logging Service.


Log Collectors and Log Collector Groups (Panorama)

When cloud logging is not permitted (regulated or air-gapped environments), Panorama provides on-premises log aggregation.

  • Panorama Log Collector: a dedicated logging function, available on dedicated M-Series appliances (for example the M-600, M-700) or as the Panorama virtual log collector. It receives logs from connected firewalls and stores them on local disk.
  • Log Collector Group: a group of log collectors that together serve a set of firewalls. Collector groups provide redundancy and capacity growth: adding collectors to a group increases aggregate storage and allows logs to survive a single collector failure.

Architecture Placement

Managed firewalls are assigned to a Log Collector Group (configured in Panorama under the device or device-group level). Each firewall forwards its logs to the assigned group, which stores them and makes them queryable through Panorama. This separates the management plane (Panorama config push) from the logging plane (collectors), so log volume does not consume Panorama's management performance.


On-Device Log Quotas and Retention

The firewall's local log database is finite. Log quotas set the maximum disk space each log type may consume; when a quota is reached, the oldest logs of that type are rotated out. Best practice is to reserve generous quotas for threat and WildFire logs (which drive investigations) and smaller quotas for routine traffic logs that are also forwarded off-device. Quota planning prevents a flood of low-value traffic logs from evicting high-value threat evidence.


Choosing Between SLS and On-Premises Collectors

FactorStrata Logging ServicePanorama Log Collectors
Storage locationPalo Alto Networks cloudOn-premises appliances/virtual collectors
Capacity managementElastic, managed by PANEngineer-sized disk; add collectors to grow
Best fitCloud/hybrid fleets, long retentionRegulated/air-gapped environments
Query surfaceStrata Cloud Manager / CortexPanorama log viewer

Both options can coexist: a single firewall can forward some log streams to Strata Logging Service and others to an on-premises collector or SIEM simultaneously through different Log Forwarding Profile destinations.

Test Your Knowledge

A regulated environment prohibits sending firewall logs to any cloud service, but the security team needs centralized storage and querying of logs from 40 firewalls. Which PAN-OS logging architecture meets this requirement?

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D
Test Your Knowledge

An engineer wants to send every traffic log to the inexpensive Strata Logging Service but forward only high-severity threat logs to an expensive third-party SIEM. Which mechanism allows forwarding only the matching threat logs?

A
B
C
D
Test Your Knowledge

What is the relationship between the formerly named Cortex Data Lake and the current Strata Logging Service?

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B
C
D