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Ops Development Stories
Ops Development Stories
Dec 22, 2019 · Information Security

Secure Your ELK Stack Using Free X‑Pack: TLS, Auth, and RBAC

This guide explains how to enable and configure the free core security features of Elastic Stack 6.8/7.1, including TLS encryption, user and role management, Kibana Spaces for multi‑tenant protection, and step‑by‑step setup of certificates, keystore passwords, and Logstash‑to‑Elasticsearch authentication across multiple nodes.

ELKElasticsearchKibana
0 likes · 13 min read
Secure Your ELK Stack Using Free X‑Pack: TLS, Auth, and RBAC
Tencent Database Technology
Tencent Database Technology
Sep 26, 2019 · Artificial Intelligence

Understanding X‑Pack Machine Learning in Elasticsearch: Features, Architecture, and Implementation

This article explains Elasticsearch X‑Pack's machine‑learning capabilities, covering supervised and unsupervised learning concepts, data preparation, task creation types, architecture components, data flow, result indices, and provides code examples for configuring and running ML jobs.

Data visualizationElasticsearchTime Series
0 likes · 16 min read
Understanding X‑Pack Machine Learning in Elasticsearch: Features, Architecture, and Implementation
High Availability Architecture
High Availability Architecture
Apr 14, 2017 · Databases

Recent Improvements in Elasticsearch 5.x and Outlook for 6.0

This article reviews the latest Elasticsearch 5.x enhancements—including append‑only indexing, range fields, removal of the _all field, unified highlighter, keyword normalizer, multi‑word synonyms, field collapsing, cancellable searches, partitioned term aggregations, cluster allocation explain, Java REST client updates, cross‑cluster search, batched reduce phases—and previews the major features expected in Elasticsearch 6.0 such as sparse doc values, index sorting, sequence numbers, seamless rolling upgrades, type removal, index‑template inheritance, load‑aware shard routing, and X‑Pack extensions like SQL and machine learning.

Cluster ManagementElasticsearchSearch
0 likes · 15 min read
Recent Improvements in Elasticsearch 5.x and Outlook for 6.0