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Event Stream Processing into the
Elastic Stack
QueryCon 2018
Zentral
Henry Stamerjohann

Apfelwerk GmbH & Co. KG
Hamburg / Germany
@head_min
Inventory +
Events
Monitoring
Discovery from Event Stream Data
+ +
Events Probes Data Action
• Python 3
• Django
• Docker-Compose
• pre-build images (AWS, GCP)
• Ansible, Puppet
Framework
Build & Deployment
Components
• Nginx
• Logstash
• Rabbit MQ
• Zentral Workers
• ElasticSearch / Kibana
• Postgres


backend components
Data Stores
• ElasticSearch 6.x
• Postgres
• Syslog (ship to SIEM)
• AWS Kinesis


Storage backends
Agents
• Osquery *
• Google Santa *
• Munki *
• FileBeat
* dynamic config
events aggregation
Inventory
• Jamf Pro
• Airwatch (soon)
• Puppet DB
• Sal
• few others…
API connectors
Actions
• Slack
• Ticketing
• GitHub
• SMS
• Email
Notify and
expose events
+ Config + Filter
Probes
Osquery
Probes = Config + Query
Osquery
Probes = Config + Query
Osquery
Probes = Config + Query
Probes = Config + Query +Actions
Osquery
Probes = Config + Query +Actions
Osquery
Probes extras
Osquery
FIM - File Integrity Monitoring
Osquery
FIM - File Integrity Monitoring
Osquery
FIM - File Integrity Monitoring
Osquery
FIM - File Integrity Monitoring
Forensic capabilities
Osquery
File Carve Probe
Osquery
File Carve Probe
Osquery
File Carve Probe
Osquery
File Carve Probe
Osquery
File Carve Probe
Osquery
File Carve Probe
OpenBSM 

(Apple)
Filebeat config.yml
FileBeat
FileBeat
Audit enrollment .pkg
FileBeat
auditpipe to FileBeat
FileBeat
Audit events
Inventory
Client Mgmt 

MDM
Inventory
• Machine details
• Application details
• Persists change info
• Link related Events
Full change history
Inventory / Machine Details
Zentral
Inventory / Application Details
Zentral
MDM
• Bootstrap / Auto Enrollment
• Apple DEP Workflows
• Commercial Vendors - Jamf Pro, Airwatch, SimpleMDM
• Open source MDM
Integrations
Elastic Stack
ElasticSearch
• Index Rotation necessary
• Add Metadata
• Rebuild Index
• Single ES and ES Cluster
• JVM memory issues
• Get X-Pack Basic (free license)
Experience
and issues
ElasticSearch
Events in Kibana
Patreon
https://www.patreon.com/zentral
Patreon
Zentral
https://github.com/zentralopensource
Thank You!

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