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PostgreSQLBeyond LIKE: Mastering PostgreSQL's Built-in Full-Text Search A few months ago, my manager as... <a href="https://dev.to/sheikh566/beyond-like-mastering-postgresqls-built-in-full-text-search-4h35" rel="nofollow noopener noreferrer" target="_blank">https://dev.to/sheikh566/beyond-like-mastering-postgresqls-built-in-full-text-search-4h35</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/postgres" target="_blank">#postgres</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/backend" target="_blank">#backend</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/elasticsearch" target="_blank">#elasticsearch</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/tutorial" target="_blank">#tutorial</a> <a href="https://awakari.com/pub-msg.html?id=BoBHEwXaQ1zyglQh4LxahavxocC&interestId=PostgreSQL" rel="nofollow noopener noreferrer" target="_blank">Result Details</a>

Jobs for DevelopersDiscord is hiring Engineering Manager - Database Infrastructure🔧 <a href="https://mastodon.world/tags/golang" class="mention hashtag" rel="tag">#golang</a> <a href="https://mastodon.world/tags/python" class="mention hashtag" rel="tag">#python</a> <a href="https://mastodon.world/tags/rust" class="mention hashtag" rel="tag">#rust</a> <a href="https://mastodon.world/tags/elasticsearch" class="mention hashtag" rel="tag">#elasticsearch</a> <a href="https://mastodon.world/tags/gcp" class="mention hashtag" rel="tag">#gcp</a> <a href="https://mastodon.world/tags/postgresql" class="mention hashtag" rel="tag">#postgresql</a> <a href="https://mastodon.world/tags/engineeringmanager" class="mention hashtag" rel="tag">#engineeringmanager</a> 🌎 Bay Area, California; San Francisco, California ⏰ Full-time 🏢 DiscordJob details <a href="https://jobsfordevelopers.com/jobs/engineering-manager-database-infrastructure-at-discord-com-apr-4-2025-0a1dce?utm_source=mastodon.world&utm_medium=social&utm_campaign=posting" target="_blank" rel="nofollow noopener noreferrer" translate="no">https://jobsfordevelopers.com/jobs/engineering-manager-database-infrastructure-at-discord-com-apr-4-2025-0a1dce?utm_source=mastodon.world&utm_medium=social&utm_campaign=posting</a> <a href="https://mastodon.world/tags/jobalert" class="mention hashtag" rel="tag">#jobalert</a> <a href="https://mastodon.world/tags/jobsearch" class="mention hashtag" rel="tag">#jobsearch</a> <a href="https://mastodon.world/tags/hiring" class="mention hashtag" rel="tag">#hiring</a>

Peter CzanikLast week, we released <a href="https://fosstodon.org/tags/syslog_ng" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#syslog_ng</a> 4.8.2, containing a <a href="https://fosstodon.org/tags/CVE" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CVE</a> fix along with improvements to the <a href="https://fosstodon.org/tags/Elasticsearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Elasticsearch</a> and <a href="https://fosstodon.org/tags/S3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#S3</a> destinations. As such, an upgrade is highly recommended. Version 4.8.3 of syslog-ng fixes the release process.<a href="https://www.syslog-ng.com/community/b/blog/posts/syslog-ng-4-8-3-is-now-available" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.syslog-ng.com/community/b/blog/posts/syslog-ng-4-8-3-is-now-available</a>

Simon Foster 🖖🚀 Discover the power of .NET Aspire with Elasticsearch and Kibana! Streamline your data search today. <a href="https://www.funkysi1701.com/posts/2025/adding-elasticsearch-with-aspire/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.funkysi1701.com/posts/2025/adding-elasticsearch-with-aspire/</a> <a href="https://hachyderm.io/tags/Elasticsearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Elasticsearch</a> <a href="https://hachyderm.io/tags/DotNet" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DotNet</a> <a href="https://hachyderm.io/tags/Aspire" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Aspire</a> <a href="https://hachyderm.io/tags/Search" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Search</a> <a href="https://hachyderm.io/tags/Indexing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Indexing</a> <a href="https://hachyderm.io/tags/Development" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Development</a> <a href="https://hachyderm.io/tags/Tech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Tech</a>

PostgreSQLРазбираем архитектуру. Часть 2. Чистая архитектура на... <a href="https://habr.com/ru/articles/908082/?utm_source=habrahabr&utm_medium=rss&utm_campaign=908082" rel="nofollow noopener noreferrer" target="_blank">https://habr.com/ru/articles/908082/?utm_source=habrahabr&utm_medium=rss&utm_campaign=908082</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/python3" target="_blank">#python3</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/fastapi" target="_blank">#fastapi</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/clean" target="_blank">#clean</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/architecture" target="_blank">#architecture</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/filebeat" target="_blank">#filebeat</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/logstash" target="_blank">#logstash</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/elasticsearch" target="_blank">#elasticsearch</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/kibana" target="_blank">#kibana</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/prometheus" target="_blank">#prometheus</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/grafana" target="_blank">#grafana</a> <a href="https://awakari.com/pub-msg.html?id=SeNkpM3ah5WuGDu6n6vj7vIZwSe&interestId=PostgreSQL" rel="nofollow noopener noreferrer" target="_blank">Result Details</a>

HabrРазбираем архитектуру. Часть 2. Чистая архитектура на примере FastAPI приложенияИдея проекта - создать относительно небольшой пример приложения, демонстрирующий распространённый функционал: логирование, мониторинг, хранение и обработку данных, интеграцию с внешними системами и работу с фоновыми задачами. Функционально проект реализует систему сбора и анализа вакансий с агрегаторов вроде HeadHunter. Но гораздо важнее не то, какие задачи решает система, а то — как именно она это делает. Этот проект — прежде всего о структуре, архитектуре и принципах. Основные используемые технологии : Python 3.13, FastAPI, Nginx, Uvicorn, PostgreSQL, Alembic, Celery, Redis, Pytest, FileBeat, LogStash, ElasticSearch, Kibana, Prometheus, Grafana, Docker, Docker Compose.<a href="https://habr.com/ru/articles/908082/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://habr.com/ru/articles/908082/</a><a href="https://zhub.link/tags/python3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#python3</a> <a href="https://zhub.link/tags/fastapi" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#fastapi</a> <a href="https://zhub.link/tags/clean_architecture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#clean_architecture</a> <a href="https://zhub.link/tags/filebeat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#filebeat</a> <a href="https://zhub.link/tags/logstash" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#logstash</a> <a href="https://zhub.link/tags/elasticsearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#elasticsearch</a> <a href="https://zhub.link/tags/kibana" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#kibana</a> <a href="https://zhub.link/tags/prometheus" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#prometheus</a> <a href="https://zhub.link/tags/grafana" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#grafana</a>

MeerjungfrauengrotteSo, nachdem ich die Installation von ElasticSearch noch einmal genau überprüft und dabei keinen Fehler gefunden habe, habe ich den Index gelöscht und baue ihn jetzt neu auf (was wohl mindestens vier Stunden dauern wird). Ich hoffe, dass die (Volltext-) Suche dann wieder funktioniert. <a href="https://meerjungfrauengrotte.de/tags/ElasticSearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ElasticSearch</a>

heise online EnglishOpenSearch 3.0 is here and brings more performance and scalabilityVersion 3.0 of the search framework was released during OpenSearchCon Europe. OpenSearch indexes faster and uses data more sparingly.<a href="https://www.heise.de/en/news/OpenSearch-3-0-is-here-and-brings-more-performance-and-scalability-10378842.html?wt_mc=sm.red.ho.mastodon.mastodon.md_beitraege.md_beitraege&utm_source=mastodon" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.heise.de/en/news/OpenSearch-3-0-is-here-and-brings-more-performance-and-scalability-10378842.html?wt_mc=sm.red.ho.mastodon.mastodon.md_beitraege.md_beitraege&utm_source=mastodon</a><a href="https://social.heise.de/tags/AmazonWebServices" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AmazonWebServices</a> <a href="https://social.heise.de/tags/DSGVO" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DSGVO</a> <a href="https://social.heise.de/tags/Elasticsearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Elasticsearch</a> <a href="https://social.heise.de/tags/IT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#IT</a> <a href="https://social.heise.de/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Kubernetes</a> <a href="https://social.heise.de/tags/Linux" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Linux</a> <a href="https://social.heise.de/tags/LinuxFoundation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LinuxFoundation</a> <a href="https://social.heise.de/tags/OpenSource" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OpenSource</a> <a href="https://social.heise.de/tags/news" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#news</a>

c't MagazinOpenSearch 3.0 ist da und bringt mehr Leistung und SkalierbarkeitWährend der OpenSearchCon Europe wurde Version 3.0 des Such-Frameworks veröffentlicht. OpenSearch indexiert schneller und geht sparsamer mit Daten um.<a href="https://www.heise.de/news/OpenSearch-3-0-ist-da-und-bringt-mehr-Leistung-und-Skalierbarkeit-10378659.html?wt_mc=sm.red.ho.mastodon.mastodon.md_beitraege.md_beitraege&utm_source=mastodon" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.heise.de/news/OpenSearch-3-0-ist-da-und-bringt-mehr-Leistung-und-Skalierbarkeit-10378659.html?wt_mc=sm.red.ho.mastodon.mastodon.md_beitraege.md_beitraege&utm_source=mastodon</a><a href="https://social.heise.de/tags/AmazonWebServices" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AmazonWebServices</a> <a href="https://social.heise.de/tags/DSGVO" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DSGVO</a> <a href="https://social.heise.de/tags/Elasticsearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Elasticsearch</a> <a href="https://social.heise.de/tags/IT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#IT</a> <a href="https://social.heise.de/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Kubernetes</a> <a href="https://social.heise.de/tags/Linux" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Linux</a> <a href="https://social.heise.de/tags/LinuxFoundation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LinuxFoundation</a> <a href="https://social.heise.de/tags/OpenSource" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OpenSource</a> <a href="https://social.heise.de/tags/news" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#news</a>

Gea-Suan Lin<a href="https://blog.gslin.org/archives/2025/05/08/12391/elasticsearch-%e8%88%87-opensearch-%e7%9a%84%e5%b7%ae%e7%95%b0/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://blog.gslin.org/archives/2025/05/08/12391/elasticsearch-%e8%88%87-opensearch-%e7%9a%84%e5%b7%ae%e7%95%b0/</a>Elasticsearch 與 OpenSearch 的差異<a href="https://abpe.org/tags/elasticsearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#elasticsearch</a> <a href="https://abpe.org/tags/engine" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#engine</a> <a href="https://abpe.org/tags/kibana" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#kibana</a> <a href="https://abpe.org/tags/license" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#license</a> <a href="https://abpe.org/tags/opensearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#opensearch</a> <a href="https://abpe.org/tags/pgvector" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pgvector</a> <a href="https://abpe.org/tags/search" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#search</a> <a href="https://abpe.org/tags/software" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#software</a> <a href="https://abpe.org/tags/support" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#support</a> <a href="https://abpe.org/tags/vector" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#vector</a>

Peter CzanikVersion 4.8.2 of syslog-ng is now available. It is a buf fix release. It resolves a reliability issue in the <a href="https://fosstodon.org/tags/S3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#S3</a> destination, fixes the <a href="https://fosstodon.org/tags/Elasticsearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Elasticsearch</a> destination, and a low impact <a href="https://fosstodon.org/tags/CVE" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CVE</a> problem.<a href="https://github.com/syslog-ng/syslog-ng/releases/tag/syslog-ng-4.8.2" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/syslog-ng/syslog-ng/releases/tag/syslog-ng-4.8.2</a><a href="https://fosstodon.org/tags/syslog_ng" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#syslog_ng</a> <a href="https://fosstodon.org/tags/LogManagement" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LogManagement</a>

MeerjungfrauengrotteOkay, es liegt an <a href="https://meerjungfrauengrotte.de/tags/ElasticSearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ElasticSearch</a>, der Volltext-Suchmaschine. Sobald ich sie deaktiviere, funktioniert die Suche (nach Hashtags), schalte ich sie wieder ein, funktioniert es nicht mehr.Ich schalte sie also ab, bis ich den Fehler gefunden habe.

Seth Grover<a href="https://github.com/idaholab/Malcolm/releases/tag/v25.04.1" rel="nofollow noopener noreferrer" target="_blank">Malcolm v25.04.1</a> contains new features and improvements, component version updates, bug fixes, and other great stuff.For these notes, I'm lumping v25.04.0 and v25.04.1 together, as v25.04.1 was released only two days after v25.04.0 in order to update Arkime to <a href="https://github.com/arkime/arkime/blob/6eaf2ee53a808cece94cec887cf8f058e0441a5c/CHANGELOG#L39-L42" rel="nofollow noopener noreferrer" target="_blank">v5.6.4</a> which mitigates newly-discovered remote code execution (RCE) vulnerabilities.<a href="https://github.com/idaholab/Malcolm/compare/v25.03.1...v25.04.1" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/idaholab/Malcolm/compare/v25.03.1...v25.04.1</a><ul><li>✨ Features and enhancements<ul><li>add option to use external NetBox instance (<a href="https://github.com/cisagov/Malcolm/issues/597" rel="nofollow noopener noreferrer" target="_blank">cisagov/Malcolm#597</a>)</li><li>add <code>-q</code>/<code>--quiet</code> option for <code>start</code>/<code>restart</code> (<a href="https://github.com/cisagov/Malcolm/issues/656" rel="nofollow noopener noreferrer" target="_blank">cisagov/Malcolm#656</a>)</li><li>handle non-HTTPS arkime case (<a href="https://github.com/cisagov/Malcolm/issues/629" rel="nofollow noopener noreferrer" target="_blank">cisagov/Malcolm#629</a>)</li><li>lots of improvements to <code>control.py</code> and <code>install.py</code> for Kubernetes deployment<ul><li>improved <code>start</code>/<code>stop</code>/<code>wipe</code> control script behavior</li><li>allow providing resource requests in manifests via YML file and command-line argument</li></ul><pre><code>... Kubernetes: -n, --namespace <string> Kubernetes namespace --skip-persistent-volume-checks [SKIPPERVOLCHECKS] Skip checks for PersistentVolumes/PersistentVolumeClaims in manifests (only for "start" operation with Kubernetes) --no-capture-pods [NOCAPTUREPODSSTART] Do not deploy pods for traffic live capture/analysis (only for "start" operation with Kubernetes) --no-capabilities [NOCAPABILITIES] Do not specify modifications to container capabilities (only for "start" operation with Kubernetes) --inject-resources [INJECTRESOURCES] Inject container resources from kubernetes-container-resources.yml (only for "start" operation with Kubernetes) --image-source <string> Source for container images (e.g., "ghcr.io/idaholab/malcolm"; only for "start" operation with Kubernetes) --image-tag <string> Tag for container images (e.g., "25.04.0"; only for "start" operation with Kubernetes) --delete-namespace [DELETENAMESPACE] Delete Kubernetes namespace (only for "wipe" operation with Kubernetes) ... </code></pre></li><li>improvements to Malcolm's vanilla Kubernetes manifests<ul><li>lowered the amount of storage for the persistent volumes in the AWS EFS example</li><li>replaced <code>name</code> label with <code>app</code> label for deployments in accordance with best practices</li></ul></li><li>improve links on landing page for NetBox and auth to accurately reflect what Malcolm is using</li><li>added more smarts to the NGINX startup script to dynamically set up upstreams that may or may not exist based on enabled or disabled Malcolm features</li><li>fixed a minor issue in the script setting up Zeek intelligence updates where it would remove its own lockfile</li></ul></li><li>✅ Component version updates<ul><li>Alpine Linux <a href="https://wiki.alpinelinux.org/wiki/Release_Notes_for_Alpine_3.21.0" rel="nofollow noopener noreferrer" target="_blank">v3.21</a></li><li>Arkime <a href="https://github.com/arkime/arkime/blob/6eaf2ee53a808cece94cec887cf8f058e0441a5c/CHANGELOG#L39-L42" rel="nofollow noopener noreferrer" target="_blank">v5.6.4</a> to <a href="https://github.com/arkime/arkime/pull/3188" rel="nofollow noopener noreferrer" target="_blank">resolve</a> RCE vulnerabilities, as described below in the <a href="https://infosec.exchange/tags/announcements" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#announcements</a> channel on the <a href="https://arkime.slack.com/" rel="nofollow noopener noreferrer" target="_blank">Arkime slack</a>: * possible to bypass forced expressions for some API calls * direct access to OpenSearch/Elasticsearch could be used to create session documents that hang viewer or have viewer execute code * since Arkime 5.1.0 any arkimeUser user could create OpenSearch/Elasticsearch documents in any index that viewer had access to</li><li>Keycloak <a href="https://www.keycloak.org/docs/latest/release_notes/index.html#keycloak-26-2-0" rel="nofollow noopener noreferrer" target="_blank">v26.2</a></li><li>NetBox <a href="https://github.com/netbox-community/netbox/releases/tag/v4.2.8" rel="nofollow noopener noreferrer" target="_blank">v4.2.8</a></li><li>netbox-initializers <a href="https://github.com/tobiasge/netbox-initializers/releases/tag/v4.2.0" rel="nofollow noopener noreferrer" target="_blank">v4.2.0</a></li><li>netbox-topology <a href="https://github.com/netbox-community/netbox-topology-views/releases/tag/v4.2.1" rel="nofollow noopener noreferrer" target="_blank">v4.2.1</a></li><li>Fluent Bit to <a href="https://github.com/fluent/fluent-bit/releases/tag/v4.0.1" rel="nofollow noopener noreferrer" target="_blank">v4.0.1</a></li></ul></li><li>🐛 Bug fixes<ul><li>API tokens created in NetBox still require authentication through NGINX reverse proxy (<a href="https://github.com/cisagov/Malcolm/issues/383" rel="nofollow noopener noreferrer" target="_blank">cisagov/Malcolm#383</a>)</li><li>adjust Logstash health check so K8s liveness probe doesn't kill it (<a href="https://github.com/cisagov/Malcolm/issues/630" rel="nofollow noopener noreferrer" target="_blank">cisagov/Malcolm#630</a>)</li><li>be more resilient in <code>zeekctl</code> status checks in <code>zeekdeploy.sh</code> (<a href="https://github.com/cisagov/Malcolm/issues/652" rel="nofollow noopener noreferrer" target="_blank">cisagov/Malcolm#652</a>)</li><li>in deployments with multiple zeek-live containers, each container's restarting causes the others to restart zeek (<a href="https://github.com/cisagov/Malcolm/issues/651" rel="nofollow noopener noreferrer" target="_blank">cisagov/Malcolm#651</a>)</li></ul></li><li>🧹 Code and project maintenance<ul><li><a href="https://malcolm.fyi/docs/custom-rules.html#Logstash" rel="nofollow noopener noreferrer" target="_blank">document</a> customizing Malcolm with an additional output pipeline (<a href="https://github.com/cisagov/Malcolm/issues/643" rel="nofollow noopener noreferrer" target="_blank">cisagov/Malcolm#643</a>)</li><li>overhaul <a href="https://malcolm.fyi/docs/aws.html#AWS" rel="nofollow noopener noreferrer" target="_blank">"deploying Malcolm on AWS"</a> documentation (<a href="https://github.com/cisagov/Malcolm/issues/655" rel="nofollow noopener noreferrer" target="_blank">cisagov/Malcolm#655</a>)</li></ul></li></ul><a href="https://malcolm.fyi/" rel="nofollow noopener noreferrer" target="_blank">Malcolm</a> is a powerful, easily deployable network 🖧 traffic analysis tool suite for network security monitoring 🕵🏻‍♀️.Malcolm operates as a cluster of containers 📦, isolated sandboxes which each serve a dedicated function of the system. This makes Malcolm deployable with frameworks like Docker 🐋, <a href="https://malcolm.fyi/docs/quickstart.html#DockerVPodman" rel="nofollow noopener noreferrer" target="_blank">Podman</a> 🦭, and <a href="https://malcolm.fyi/docs/kubernetes.html#Kubernetes" rel="nofollow noopener noreferrer" target="_blank">Kubernetes</a> ⎈. Check out the <a href="https://malcolm.fyi/docs/quickstart.html" rel="nofollow noopener noreferrer" target="_blank">Quick Start</a> guide for examples on how to get up and running.Alternatively, dedicated official <a href="https://malcolm.fyi/docs/malcolm-hedgehog-e2e-iso-install.html#InstallationExample" rel="nofollow noopener noreferrer" target="_blank">ISO installer images</a> 💿 for Malcolm and Hedgehog Linux 🦔 can be downloaded from Malcolm's <a href="https://github.com/idaholab/Malcolm/releases" rel="nofollow noopener noreferrer" target="_blank">releases page</a> on GitHub. Due to limits on individual files in GitHub releases, these ISO files have been split 🪓 into 2GB chunks and can be reassembled with scripts provided for both Bash 🐧 (<a href="https://github.com/idaholab/Malcolm/blob/main/scripts/release_cleaver.sh" rel="nofollow noopener noreferrer" target="_blank"><code>release_cleaver.sh</code></a>) and PowerShell 🪟 (<a href="https://github.com/idaholab/Malcolm/blob/main/scripts/release_cleaver.ps1" rel="nofollow noopener noreferrer" target="_blank"><code>release_cleaver.ps1</code></a>). See <a href="https://malcolm.fyi/docs/download.html#DownloadISOs" rel="nofollow noopener noreferrer" target="_blank">Downloading Malcolm - Installer ISOs</a> for instructions.As always, join us on the <a href="https://github.com/cisagov/Malcolm/discussions" rel="nofollow noopener noreferrer" target="_blank">Malcolm discussions board</a> 💬 to engage with the community, or pop some corn 🍿 and <a href="https://www.youtube.com/@malcolmnetworktrafficanalysis/playlists" rel="nofollow noopener noreferrer" target="_blank">watch a video</a> 📼.<a href="https://infosec.exchange/tags/Malcolm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Malcolm</a> <a href="https://infosec.exchange/tags/HedgehogLinux" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HedgehogLinux</a> <a href="https://infosec.exchange/tags/Zeek" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Zeek</a> <a href="https://infosec.exchange/tags/Arkime" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Arkime</a> <a href="https://infosec.exchange/tags/NetBox" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NetBox</a> <a href="https://infosec.exchange/tags/OpenSearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OpenSearch</a> <a href="https://infosec.exchange/tags/Elasticsearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Elasticsearch</a> <a href="https://infosec.exchange/tags/Suricata" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Suricata</a> <a href="https://infosec.exchange/tags/PCAP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PCAP</a> <a href="https://infosec.exchange/tags/NetworkTrafficAnalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NetworkTrafficAnalysis</a> <a href="https://infosec.exchange/tags/networksecuritymonitoring" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#networksecuritymonitoring</a> <a href="https://infosec.exchange/tags/OT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OT</a> <a href="https://infosec.exchange/tags/ICS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ICS</a> <a href="https://infosec.exchange/tags/icssecurity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#icssecurity</a> <a href="https://infosec.exchange/tags/CyberSecurity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CyberSecurity</a> <a href="https://infosec.exchange/tags/Cyber" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Cyber</a> <a href="https://infosec.exchange/tags/Infosec" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Infosec</a> <a href="https://infosec.exchange/tags/INL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#INL</a> <a href="https://infosec.exchange/tags/DHS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DHS</a> <a href="https://infosec.exchange/tags/CISA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CISA</a> <a href="https://infosec.exchange/tags/CISAgov" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CISAgov</a>

HabrЭффективный поиск с Elasticsearch: как мы повысили конверсию на 27%Хотим поделиться опытом<a href="https://habr.com/ru/articles/907418/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://habr.com/ru/articles/907418/</a><a href="https://zhub.link/tags/elasticsearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#elasticsearch</a> <a href="https://zhub.link/tags/%D1%80%D0%B0%D0%B7%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D0%BA%D0%B0" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#разработка</a> <a href="https://zhub.link/tags/%D0%B2%D0%B5%D0%B1%D1%80%D0%B0%D0%B7%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D0%B0" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#вебразработа</a> <a href="https://zhub.link/tags/%D0%B2%D0%B5%D0%B1%D1%81%D0%B0%D0%B9%D1%82%D1%8B" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#вебсайты</a>

System BAYERWALD.SOCIALDie Suchfunktion via Elasticsearch wurde soeben auf der Instanz <a href="https://bayerwald.social" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://bayerwald.social</a> nachinstalliert und sollte wie gewohnt funktionieren.<a href="https://www.elastic.co/de/elasticsearch" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.elastic.co/de/elasticsearch</a><a href="https://bayerwald.social/tags/bayerwaldsocial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#bayerwaldsocial</a> <a href="https://bayerwald.social/tags/elasticsearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#elasticsearch</a> <a href="https://bayerwald.social/tags/mastodon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mastodon</a> <a href="https://bayerwald.social/tags/mastodadmin" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mastodadmin</a> <a href="https://bayerwald.social/tags/searchable" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#searchable</a>

txt.file<a href="https://social.schiessle.eu/@bjoern" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@bjoern</a> sounds completely like what <a href="https://chaos.social/tags/ElasticSearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ElasticSearch</a> did. 🤔

Tomasz Nurkiewicz"I [<a href="https://fosstodon.org/tags/Redis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Redis</a> CEO] spent some time talking to the CEO of <a href="https://fosstodon.org/tags/Elasticsearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Elasticsearch</a>, and it’s exactly the same thing that they went through. It’s really just a repeat of that" <a href="https://thenewstack.io/redis-is-open-source-again/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://thenewstack.io/redis-is-open-source-again/</a>

Scott Williams 🐧<a href="https://mastodon.social/@brouhaha" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@brouhaha</a> <a href="https://mastodon.online/tags/OpenSearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OpenSearch</a> has continued to grow and do well even after <a href="https://mastodon.online/tags/Elasticsearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Elasticsearch</a> relicensed. In some steep heavy irony, <a href="https://mastodon.online/tags/Graylog" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Graylog</a> had moved to <a href="https://mastodon.online/tags/OpenSearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OpenSearch</a> from <a href="https://mastodon.online/tags/Elastic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Elastic</a>, which should have been an obvious example to everyone else that SSPL is absolutely terrible for your dev community and business. (Ditto for BuSL).Shot: <a href="https://graylog.org/post/graylog-v4-0-licensing-sspl/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://graylog.org/post/graylog-v4-0-licensing-sspl/</a>Chaser: <a href="https://go2docs.graylog.org/1380099/planning_your_deployment/planning_your_upgrade_to_opensearch.htm" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://go2docs.graylog.org/1380099/planning_your_deployment/planning_your_upgrade_to_opensearch.htm</a><a href="https://mastodon.online/tags/opensource" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#opensource</a> <a href="https://mastodon.online/tags/sspl" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#sspl</a>

Habr[Перевод] Как Discord индексирует триллионы сообщенийВ 2017 году мы рассказывали о том, как спроектировали нашу систему поиска сообщений так, чтобы она могла индексировать миллиарды сообщений . Благодаря этому наша поисковая инфраструктура стала высокопроизводительной, экономной, масштабируемой и простой в использовании. Мы решили выбрать Elasticsearch, в котором сообщения Discord шардились по индексам и использовалось логическое пространство имён для сообщений Elasticsearch в двух кластерах Elasticsearch. Сообщения шардились или по серверу Discord (который ниже будем называть гильдией) или по личным сообщениям (DM). Это позволило нам хранить все сообщения гильдии рядом для обеспечения высокой скорости запросов и работать с маленькими, более удобными кластерами. Так как поиском пользуются не все, сообщения индексировались лениво, и мы создали очередь сообщений, позволявшую воркерам получать блоки сообщений для индексирования, чтобы воспользоваться возможностями массового индексирования (bulk-indexing) Elasticsearch. Но с ростом объёмов Discord наша поисковая инфраструктура начала трещать по швам…‍<a href="https://habr.com/ru/articles/904642/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://habr.com/ru/articles/904642/</a><a href="https://zhub.link/tags/elasticsearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#elasticsearch</a> <a href="https://zhub.link/tags/kubernetes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#kubernetes</a> <a href="https://zhub.link/tags/%D0%B1%D0%B0%D0%B7%D1%8B_%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D1%85" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#базы_данных</a> <a href="https://zhub.link/tags/%D0%B8%D0%BD%D0%B4%D0%B5%D0%BA%D1%81%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#индексирование</a> <a href="https://zhub.link/tags/discord" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#discord</a>

Hacker NewsBeyond Elk: Lightweight and Scalable Cloud-Native Log Monitoring<a href="https://greptime.com/blogs/2025-04-24-elasticsearch-greptimedb-comparison-performance" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://greptime.com/blogs/2025-04-24-elasticsearch-greptimedb-comparison-performance</a><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HackerNews</a> <a href="https://mastodon.social/tags/BeyondElk" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#BeyondElk</a> <a href="https://mastodon.social/tags/LightweightLogMonitoring" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LightweightLogMonitoring</a> <a href="https://mastodon.social/tags/CloudNative" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CloudNative</a> <a href="https://mastodon.social/tags/GreptimeDB" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GreptimeDB</a> <a href="https://mastodon.social/tags/Elasticsearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Elasticsearch</a> <a href="https://mastodon.social/tags/Performance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Performance</a>

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