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Elasticsearch 在智能运维领域的运用

medcl
January 20, 2018

Elasticsearch 在智能运维领域的运用

分享Elasticsearch和X-Pack组件在智能运维领域的技术原理和应用实践,如非监督型机器学习在自动的异常检测、高级关联和分类、根源问题诊断、早期故障预测等方面的应用等。

medcl

January 20, 2018
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  1. 所有这些. Unstructured Machine Learning Query language Fast Highly available Secure

    Enrichment Advanced Analytics Dashboards Scalable Alerting SaaS Log correlation APIs Visualizations Real-time Drill down Reports Data sources
  2. Elastic 提供 所有这些. Unstructured Machine Learning Query language Fast Highly

    available Secure Enrichment Advanced Analytics Dashboards Scalable Alerting SaaS Log correlation APIs Visualizations Real-time Drill down Reports Data sources
  3. LOG MANAGEMENT MOBILE APM SYSTEM MONITORING TIME SERIES WEB MONITORING

    ANOMALY DETECTION Elastic 不不在 <Gartner 魔⼒力力象限> 尽管
  4. Search Analytics Numbers Text Logs Historical Metrics Real time Heuristic

    Machine Learning 多样性 才是我们的⻓长处 不不过
  5. Metricbeat, Filebeat, Auditbeat & Logstash System •  Linux •  MacOS

    •  Windows •  Perfmon Custom apps •  JMX/Jolokia •  PHP-FPM •  Golang •  Dropwizard Storage •  Ceph Cloud •  AWS •  GCP •  DigitalOcean Queues •  Redis •  Kafka •  RabbitMQ Security •  ArcSight Caches •  Memcached Containers •  Docker •  Kubernetes Virtualization •  vSphere Datastores •  MySQL •  PostgreSQL •  MongoDB •  Couchbase •  Aerospike Network •  Netflow •  Packets Web servers •  Apache •  Nginx Other •  HAProxy •  Zookeeper •  Prometheus •  Graphite •  Icinga … …