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Elastic{ON}Tour Tokyo 2017 - Ingest and the Elastic Stack

Dd9d954997353b37b4c2684f478192d3?s=47 Elastic Co
December 14, 2017

Elastic{ON}Tour Tokyo 2017 - Ingest and the Elastic Stack

Logstash 5.xのデータ投入についてご紹介します。また、軽量データシッパーであるBeatsに加わったHeartbeatやMetricbeatについてもご説明します。

Aaron Mildenstein | Consulting Architect| Elastic

Dd9d954997353b37b4c2684f478192d3?s=128

Elastic Co

December 14, 2017
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  1. Aaron Mildenstein, Consulting Architect Tokyo | Dec 14, 2017 Ingest

  2. 2 Data Ingestion The process of collecting and importing data

    for immediate use
  3. Simple things should be simple. 3 ? Shay Banon Elastic{ON}’17

  4. 4 Ingest Technologies Lightweight Data Shippers Beats Centralized Data Collection

    Engine Logstash Hadoop Ecosystem Connector ES-Hadoop APIs Ingest Node Elaticsearch
  5. 5 Elastic Ingestion Technologies API Elasticsearch Transform Store ingest node

    data node
  6. 6 Elastic Ingestion Technologies CUSTOM CONNECTORS Elasticsearch Transform Store ingest

    node data node es-hadoop
  7. 7 Elastic Ingestion Technologies DISTRIBUTED COLLECTION Elasticsearch Beats servers, containers

    Transform Store ingest node data node Metrics Logs
  8. 8 Elastic Ingestion Technologies network devices DB data CENTRALIZED COLLECTION

    Logstash DISTRIBUTED COLLECTION Beats servers, containers Elasticsearch Transform Store ingest node data node Flows JDBC
  9. 9 Ingestion Architecture Scalable and robust centralized ETL •  Persistent

    queues •  Dead letter queues
  10. 10 Ingestion Architecture Scalable and robust centralized ETL •  Java

    event rewrite •  Multiple pipelines
  11. 11 Ingestion Architecture Scalable and robust centralized ETL •  Java

    event rewrite •  Multiple pipelines Logstash 5.x
  12. 12 Ingestion Architecture Scalable and robust centralized ETL •  Java

    event rewrite •  Multiple pipelines Logstash 6.0
  13. 13 Elastic Ingestion Technologies network devices DB data CENTRALIZED COLLECTION

    Logstash DISTRIBUTED COLLECTION Beats servers, containers Elasticsearch Transform Store ingest node data node Flows JDBC
  14. 14 Elastic Ingestion Technologies network devices DB data CENTRALIZED COLLECTION

    Logstash DISTRIBUTED COLLECTION Beats servers, containers Elasticsearch Transform Store ingest node data node Flows JDBC
  15. 15 Easy migration between ingest technologies Ingest Node to Logstash

    conversion tool Elasticsearch ingest node Logstash ingest node
  16. Data Sources

  17. 17 Use Cases & Data Sources Common Log Formats System

    Web Servers Queues Turnkey Monitoring Infrastructure Containers Databases SecOps Dashboards Audit Firewalls, IDS/IPS SIEM Augmentation Logging Metrics Security
  18. 18 Modules: The Data to Dashboard Experience •  Collect specific

    type of data •  Parse and enrich it •  Default dashboards, alerts, ML jobs ./filebeat -e -modules=system -setup
  19. 19 Packetbeat (It all started with Beats 1.0)

  20. 20 Metricbeat Modules (Introduced in 5.0) Aerospike Apache Ceph Couchbase

    Docker Dropwizard Elasticsearch Golang Graphite HAProxy HTTP Jolokia Kafka Kibana Kubernetes Memcached MongoDB MySQL Nginx PHP_FPM PostgreSQL Prometheus RabbitMQ Redis System vSphere Windows ZooKeeper
  21. 21 Filebeat Modules (Introduced in 5.3) Apache2 Auditd Icinga Kafka

    MySQL Nginx PostgreSQL Redis System
  22. 22 Logstash Modules (Introduced in 5.6) ArcSight Netflow

  23. 23 ArcSight Module (Introduced in 5.6)

  24. 24 Modules Demo NGINX Netflow ArcSight

  25. 25 Logging Data Sources System •  Linux / MacOS • 

    Windows Events Containers •  Docker (6.0) •  Kubernetes (6.0) Infrastructure Applications Databases •  MySQL •  PostgreSQL (6.1) Queues •  Kafka (6.1) •  Redis (6.0) Web servers •  Apache •  Nginx Other •  HAProxy* •  Zookeeper* WINLOGBEAT FILEBEAT * Near-term roadmap
  26. 26 Metrics & Event Data System •  Linux •  MacOS

    •  Windows •  Perfmon (6.0) •  WMI* Infrastructure Cloud •  AWS •  GCP •  Azure* •  DigitalOcean …. Containers •  Docker •  Kubernetes (6.0) Virtualization •  vSphere (6.0) PACKETBEAT METRICBEAT Network •  Netflow (5.6) •  Packets Storage •  Ceph LOGSTASH * Near-term roadmap
  27. 27 Metrics & Event Data Applications Datastores •  MySQL • 

    PostgreSQL •  MongoDB •  Couchbase •  Aerospike (6.0) •  Graphite (6.1) Web servers •  Apache •  Nginx Other •  HAProxy •  Zookeeper •  Prometheus Queues •  Kafka •  Redis •  RabbitMQ (6.0) Caches •  Memcached (6.0) METRICBEAT Uptime •  Heartbeat Custom apps •  JMX/Jolokia •  PHP-FPM •  Golang (6.0) •  Dropwizard (6.0) HEARTBEAT * Near-term roadmap LOGSTASH
  28. 28 Security Data Sources Security Activity SIEM Augmentation •  ArcSight

    (5.6) •  more* Audit •  Auditd •  Auditbeat (6.0) Systems •  Access •  SSH Applications •  Connections •  Users Network •  IPs / GeoIP •  DNS Packets •  Netflow (5.6) •  Firewalls* •  IDS/IPS* FILEBEAT PACKETBEAT METRICBEAT LOGSTASH * Near-term roadmap
  29. 29 Business Analytics Structured Activity Databases •  JDBC input • 

    JDBC filter SaaS services •  Salesforce •  Heroku •  Github •  Azure* LOGSTASH * Near-term roadmap Social media •  Twitter
  30. Administration

  31. 31 Monitoring & Management Logstash •  Centralized monitoring (5.3) • 

    Centralized management (6.0)
  32. 32 Monitoring & Management Logstash •  Centralized monitoring (5.3) • 

    Centralized management (6.0) Beats (Roadmap) •  Centralized monitoring •  Centralized management
  33. 33 Calls to Action •  Familiarize yourself with latest integrations

    (including in X-Pack) •  Watch UI roadmap for additional add-data workflows •  Take the Data Sources Survey: http://go.es.io/2gEBoLN •  Come talk to us at the AMA booth
  34. Thank You Find me at AMA booth or email untergeek@elastic.co