What’s Evolving in the Elastic Stack
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See product roadmaps for Elasticsearch, Kibana, Beats, and Logstash with demos and announcements for everything from rollups to Elasticsearch SQL.
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What’s Evolving in the Elastic Stack
- 1. !1 What’s Evolving in the Elastic Stack
- 3. Elastic Stack Elasticsearch - search and analytics engine
- 4. Elastic Stack Beats - lightweight data shippers
- 5. Elastic Stack Logstash - ELT pipeline with multiple outputs
- 6. Elastic Stack Kibana - UI Platform
- 9. Add Data UI
- 10. Logstash - Netflow module
- 11. Logstash - Arcsight module
- 13. Auditbeat File Integrity Monitoring and Linux Kernel Auditing • Watches for file changes on Linux, macOS, Windows • Detects short lived processes and connections • Indexes directly into Elasticsearch • Correlates kernel audit events • Resolves user IDs to user names
- 14. !14 With containers architecture, everything is a moving target
- 15. !15
- 16. !16
- 18. Logstash: Persistent Queue input filter output
- 19. Logstash: Persistent Queue input Disk queue filter output
- 20. Logstash: Dead Letter Queue input Disk queue Dead letter queue filter output
- 21. Logstash: Dead Letter Queue input Disk queue Dead letter queue filter output DLQ input filter output
- 22. Disk queue PublishEvent () OutputACK ACK libbeat Beats: Spool-to-Disk
- 24. Indexing
- 25. Faster Indexing 1.x 2.x 5.x 6.x 7.x
- 26. 0 25 50 75 100 5.x 6.0 OOTB _all disabled Disk on a diet Sample Metricbeat dataset
- 27. Data Rollups
- 28. Data Rollups Supported metrics min max countavgsum
- 29. Data Rollups Supported metrics cardinality percentiles min max countavg
- 30. Data Rollups Flexible bucketing and filtering by time, histograms, and terms prod-1.myco.com prod-2.myco.com prod-3.myco.com prod-4.myco.com prod-5.myco.com Date Histogram Histogram Terms
- 31. Data Rollups @timestamp datacenter url.path Flexible bucketing and filtering by time, histograms, and terms
- 32. Data Rollups @timestamp datacenter url.path Flexible bucketing and filtering by time, histograms, and terms
- 33. Data Rollups @timestamp datacenter url.path Flexible bucketing and filtering by time, histograms, and terms
- 34. Data Rollups @timestamp group by datacenter url.path Flexible bucketing and filtering by time, histograms, and terms
- 35. Data Rollups @timestamp datacenter url.path Flexible bucketing and filtering by time, histograms, and terms
- 36. Data Rollups Flexible bucketing and filtering by time, histograms, and terms @timestamp datacenter filter by url.path
- 37. Data Rollups The more data you have, the more space you save, easily 90%+ Raw data
- 38. Data Rollups
- 39. Search
- 41. Scaleable Cross Cluster Search Elasticsearch Kibana ElasticsearchElasticsearch
- 42. Scaleable Cross Cluster Search Search across two major versions 5.latest 7.x6.latest Elasticsearch Kibana ElasticsearchElasticsearch
- 45. Adaptive Replica Selection Avoids nodes with higher latency 2R2P1R1P
- 46. SQL Client SELECT course, avg(age),count(*) FROM mytable WHERE match(uni,"oxford") GROUP BY course ORDER BY course, avg(age) HAVING avg(age) > 18
- 47. SQL Client CLI JDBC Kibana Canvas SQL over RESTGET /_sql {}
- 48. SQL Client CLI JDBC Kibana Canvas SQL over RESTGET /_sql {} ODBC
- 49. Security
- 50. Secure All the Things Mandatory TLS between nodes
- 51. Secure All the Things Optional TLS across stack
- 52. Secure All the Things changeme changeme changeme No default passwords changeme
- 53. Secure All the Things No plaintext passwords
- 54. Single Sign On with SAML OAuth and Kerberos to follow
- 55. Kibana Spaces
- 56. Kibana Spaces
- 58. Kibana Spaces Application privileges per space
- 59. Administration
- 61. Rolling Major Version Upgrades 5.2 5.2 5.2 5.25.25.6 5.6 5.6 5.6 5.6
- 62. Rolling Major Version Upgrades Upgrade Assistant 5.6 5.6 5.6 5.65.66.x 6.x 6.x 6.x 6.x
- 63. 6.x 6.x 6.x 6.x 6.x Rolling Major Version Upgrades Zero Downtime
- 64. Segment 1 File-Based Recovery (5.x) Primary Segment 2 Segment 3 Segment 1 Replica Segment 2 Segment 3
- 65. Segment 1 File-Based Recovery (5.x) Primary Segment 2 Segment 3 Segment 1 Replica Segment 2 Segment 3
- 66. Segment 4 Segment 1 File-Based Recovery (5.x) Primary Segment 1 Replica Segment 2 Segment 3
- 67. Segment 4 Segment 1 File-Based Recovery (5.x) Primary Segment 1 Replica Segment 4
- 68. Segment 4 Segment 1 File-Based Recovery (5.x) Primary Segment 1 Replica Segment 4
- 69. 5 6 7 Ops-Based Recovery (6.0) Primary Replica 1 2 3 4 5 6 7 1 2 3 4
- 70. 1 2 3 4 5 6 7 Ops-Based Recovery (6.0) Primary Replica 1 2 3 4 5 6 7
- 71. Cross-Cluster Replication New YorkTokyo London ny_sales ny_sales lnd_salestk_sales
- 72. Index Shrinking 1 2 3 4
- 73. Index Shrinking 1 2 3 4
- 78. Frozen Indices • For storing and searching old data • Low heap usage • Frozen indices opened and searched sequentially • Replicated - no data loss Trade disk storage for search latency
- 80. Index Lifecycle Management Hot Phase - Index to my-logs, Search on my-logs
- 81. Index Lifecycle Management Hot Nodes 1 2 3 Cold Nodes Hot Phase - Index to my-logs, Search on my-logs Warm Nodes
- 82. Index Lifecycle Management 1 2 3 Hot Phase - Rollover 1 2 3 Hot Nodes Warm Nodes Cold Nodes
- 83. Index Lifecycle Management 1 2 3 Warm Phase - Allocate 1 2 3 Hot Nodes Warm Nodes Cold Nodes
- 84. 23 Index Lifecycle Management 1 2 3 Warm Phase - Shrink 1 Hot Nodes Warm Nodes Cold Nodes
- 85. 1 Index Lifecycle Management 1 2 3 Warm Phase - Compress Hot Nodes Warm Nodes Cold Nodes
- 86. 1 Index Lifecycle Management 1 2 3 Cold Phase - Allocate Hot Nodes Warm Nodes Cold Nodes
- 87. Index Lifecycle Management 1 2 3 Cold Phase - Freeze Hot Nodes Warm Nodes Cold Nodes 1
- 88. Index Lifecycle Management 1 2 3 Delete Phase Hot Nodes Warm Nodes Cold Nodes 1
- 89. Index Lifecycle Management (coming soon to X-Pack)
- 90. GIS