Let’s Encrypt has announced that it will no longer send certificate expiration notification emails. What now?

elasticsearch

Scaling Elasticsearch by Cleaning the Cluster State

We often get questions like: How much data can I put in an Elasticsearch cluster? How many nodes can an Elasticsearch cluster have? What's the biggest cluster that you've seen?

Elasticsearch to OpenSearch Migration Facilitated by Sematext

OK, so you've decided to move from Elasticsearch to OpenSearch. Maybe our comparison helped you decide and maybe you've checked our guide on how to perform the migration. But how

11 Alternatives to Elasticsearch, OpenSearch, and Solr

Introduction In the ever-evolving world of search engines, Elasticsearch, OpenSearch, and Solr have long held the spotlight. However, there are several smaller search platforms that pack a punch and offer

Migration from Elasticsearch to OpenSearch

Introduction In this tutorial, we will guide you through the process of migrating from Elasticsearch to OpenSearch. OpenSearch is aan open-source search and analytics suite that is compatible with Elasticsearch.

How to reindex your Elasticsearch data

The Elasticsearch reindex API copies data from one index to another. You can use reindex to change the index mapping, copy data to another cluster, or copy only a subset

Avoid common mistakes when assigning Elasticsearch Mappings in your cluster

Elasticsearch is a search and analytics engine that allows for complex searches on large datasets of different types and formats. Elasticsearch mappings are the blueprints that define how data is indexed

How to Find and Fix Elasticsearch Unassigned Shards

When a data index is created in Elasticsearch, the data is divided into shards for horizontal scaling across multiple nodes. These shards are small pieces of data that make up

When and How to Delete an Elasticsearch Index?

As an Elasticsearch administrator, you will inevitably have to delete an index at some point. There could be several reasons why this might be necessary: A field is mapped as

OpenSearch vs Elasticsearch: Which One Is Better to Use?

Whenever we start a search consulting project from scratch, the obvious question is: which search engine to use? We’ve talked about Elasticsearch vs Solr before, but here we’ll compare Elasticsearch

Key Elastic Dev Commands for Troubleshooting Disk Issues

Disk-related issues with Elasticsearch can present themselves through various symptoms. It is important to understand their root causes and know how to deal with them when they arise. As an

Elasticsearch Open Source Monitoring Tools [2023 Comparison]

This article is the third of a four-part series of articles about Elasticsearch monitoring. In the first article, we put together an Elasticsearch guide, covering how Elasticsearch works and why the

Autoscaling Elasticsearch Clusters for Logs: Using a Kubernetes Operator to Scale Up or Down

When we say “logs” we really mean any kind of time-series data: events, social media, you name it. See Jordan Sissel’s definition of time + data. And when we talk

Black Friday log management (with the Elastic Stack) checklist

For this Black Friday, Sematext wishes you: more products sold more traffic and exposure more logs :) Now seriously, applications tend to generate a lot more logs on Black Friday,

Solr vs Elasticsearch: Performance Differences & More. How to Decide Which One Is Best for You

“Solr or Elasticsearch?”…well, at least that is the common question we hear from Sematext’s consulting services clients and prospects. Which one is better, Solr or Elasticsearch? Which one is faster?

Top 10 Elasticsearch Metrics to Monitor

This article is part 2 of a four-part series of articles about Elasticsearch performance monitoring. Part 1 explains what Elasticsearch is and how it works, while in this part, we're

Deploy the Elasticsearch Operator on Kubernetes: ECK Tutorial

Have you ever grown tired of running the same kubectl commands again and again? Well the good folks over at the Kubernetes team understand you. With the addition of custom

Elasticsearch security: Authentication, Encryption, Backup

There’s no need to look outside the ELK Stack for apps to ensure data protection.  Basic Elasticsearch Security features are free and include a lot of functionality to help you

Logstash Tutorial: Getting Started Guide for Shipping Logs

Looking to learn about Logstash as quickly as possible? This Logstash Tutorial is for you: we’ll install Logstash and push some Apache logs to Elasticsearch in less than 5 minutes.

Monitoring Linux Audit Logs with auditd and Auditbeat

The Linux Audit framework is a kernel feature (paired with userspace tools) that can log system calls. For example, opening a file, killing a process or creating a network connection.

Monitoring Elasticsearch with Sematext

As shown in Elasticsearch Key Metrics, the setup, tuning, and operations of Elasticsearch require deep insights into the performance metrics such as index rate, query rate, query latency, merge times, and

Elasticsearch Monitoring Guide

This article (the first of a four-part series) explains how to get started developing an Elasticsearch monitoring strategy. In subsequent articles (part 2, part 3 and part 4), we’ll discuss

Open Distro for Elasticsearch Review

Over the years the adoption of Elasticsearch and its ecosystem of tools positioned them as the leaders in the time series data management and analysis market. With strong search capabilities,

Elastic Stack Features (formerly X-Pack) Alternatives Comparison

Elastic Stack Features (formerly X-Pack) is an Elastic Stack extension that bundles security, alerting, monitoring, reporting, and graph capabilities. One could use either all or specific components. Elastic Stack Features as

Use Case Focused Elasticsearch Online Training Classes to Fit Your Exact Needs

We’ve been working with Elasticsearch since its inception, either with clients on consulting for Elasticsearch products and Elasticsearch production support, or by building our own hosted log management solution. For

Generating Word Embeddings with Gensim’s word2vec

During our Activate presentation, we talked about how to do query expansion by dynamically generating synonyms. Instead of statically defining synonyms lists, we showed a demo of how you could

Field Stats for Elasticsearch 6.x

We're excited to announce the release of the Field Stats API plugin for Elasticsearch. The Field Stats API used to be present from Elasticsearch 1.6 to 5.6, to provide efficient

Elasticsearch Ingest Node vs Logstash Performance

Unless you are using a very old version of Elasticsearch you’re able to define pipelines within Elasticsearch itself and have those pipelines process your data in the same way you’d

Recipe: How to integrate rsyslog with Kafka and Logstash

This recipe is similar to the previous rsyslog + Redis + Logstash one, except that we’ll use Kafka as a central buffer and connecting point instead of Redis. You’ll have

Garbage Collection Settings for Elasticsearch Master Nodes

Elasticsearch comes with good out-of-the-box Garbage Collection settings. So good in fact that the Definitive Guide recommends not changing them. While we agree that most use-cases wouldn’t benefit from GC

IoT: Air Pollution Tracking with Node.js, Elastic Stack, and MQTT

What can you do with a couple of IoT devices, Node.js, Elasticsearch, and MQTT?  You can put together your own Internet of Things setup for measuring air pollution, like I

AWS Elasticsearch Service vs. Elasticsearch on EC2

Many of our customers use AWS EC2. In the context of Elasticsearch consulting or support, one question we often get is: should we use AWS Elasticsearch Service instead of deploying Elasticsearch ourselves? The

Kafka Connect Elasticsearch: Consuming and Indexing with Kafka Connect

In the world of DevOps, metric collection, log centralization and analysis Apache Kafka is the most commonly used middleware. More specifically, it is used as a fast, persistent queue between

Logagent Meets Apache Kafka

This is a guest post from Filippo Balicchia. Filippo contributed Logagent plugins for Apache Kafka the details of which he is sharing in this post.  Filippo is a software engineer

Shipping data to AWS Elasticsearch with Logagent

Elasticsearch is already quite popular and its popularity just keeps growing. Looking at Google Trends chart for the last 5 years shows this nicely: There are a number of reasons

Java 9 Elasticsearch Benchmark

TL;DR: The main question here is: How Does Java 9 Work with Elasticsearch 6? It works well, but don't expect miracles. Unless you're using G1, then there are some miracles. With

Search Guard – Security for Elasticsearch

Note: This is a guest post by Jochen Kressin, the CTO of floragunn GmbH, the makers of Search Guard, an open-source X-Pack Security alternative. Elasticsearch is a great piece of software.

Securing Elasticsearch and Kibana with Search Guard for free

Note: This is a guest post by Jochen Kressin, the CTO of floragunn GmbH, the makers of Search Guard, an open-source X-Pack Security alternative. In this article, we show you how

Elasticsearch 5.x and Kibana 5.x

We’ve refreshed not only the Sematext Cloud UI, but also our backend, or one of them at least. Last week, we’ve updated Elasticsearch to the latest 5.x version.  Along with

[VIDEO] Elasticsearch for logs and metrics

Since we work with Elasticsearch and Solr on a daily basis and know so much about them we like helping others improve their knowledge of these technologies, not only through

Making Elasticsearch in Docker Swarm Elastic

Running Elasticsearch in Docker containers sounds like a natural fit - both technologies promise elasticity. However, running a truly elastic Elasticsearch cluster on Docker Swarm became somewhat difficult with Docker

Elasticsearch for logs and metrics: A deep dive

We are known worldwide for our Elasticsearch, ELK stack and Solr consulting services, and we are always happy to help others improve their skills in these technologies, not only through

Reindexing Data with Elasticsearch

Last updated on Jan 8, 2018 SIDE NOTE: We run Elasticsearch and ELK trainings, which may be of interest to you and your teammates. Sooner or later, you'll run into

Using Grafana with Elasticsearch for Log Analytics

Grafana is an open-source alternative to Kibana. Grafana is best known as a visualization / dashboarding tool focused on graphing metrics from various data sources, such as InfluxDB. Even though

Presentation: Log Analysis with Elasticsearch

Fresh from the Velocity NYC conference is the latest presentation from Sematext engineers Rafal Kuć and Radu Gheorghe — “From zero to production hero: Log Analysis with Elasticsearch.” The talk

Recipe: Apache Logs + rsyslog (parsing) + Elasticsearch

More than two years ago we posted a recipe on how to centralize syslog in Elasticsearch in order to search and analyze them with Kibana, all by using only rsyslog.

Recipe: rsyslog + Redis + Logstash

OK, so you want to hook up rsyslog with Logstash. If you don't remember why you want that, let me give you a few hints: Logstash can do lots of

Replaying Elasticsearch Slowlogs with Logstash and JMeter

Sometimes we just need to replay production queries - whether it's because we want a realistic load test for the new version of a product or because we want to