StackExchange Redis VS elasticsearch-mapper-attachments

Yet their high performing custom redis client code or Dapper is as clean as could be.

The best practices for using the Redis client StackExchange.Redis

To connect Redis from .NET Required Some sort of DB Driver & ORM. StackExchange Redis is popular amongst .NET Developers to connect Redis instances. But for easy use of Redis search & Redis JSON features, we will use Redis OM. NET.

The code which produces the error is from a plugin I've added to my project called StackExchange.Redis. https://github.com/StackExchange/StackExchange.Redis Said plugin has a ref struct called BufferReader https://github.com/StackExchange/St.../main/src/StackExchange.Redis/BufferReader.cs

StackExchange.Redis offers support for C# (and should work fine with most .NET languages; VB, F#, etc)

https://github.com/StackExchange/StackExchange.Redis/issues/1279 is an example... We had people storing big json docs which blocks the "multiplexer" and needed a pool. Fine, but the docs indicated you only need one. StackExchange.Redis.Extensions fixes a lot of the problems, but it's not from stack exchange and they don't support it.

For example in C# the Nuget package StackExchange.Redis has a configuration object that must register the Twemproxy server to work correctly. The only difference between using this package directly against Memorystore and indirectly through Twemproxy is the Proxy property of the ConfigurationOptions object. The API for setting and retrieving data from the cache remains the same.

Elasticsearch - www.elastic.co/

The increasing complexity of modern systems led to the rise of AIOps (Artificial Intelligence for IT Operations) and observability practices. AIOps leveraged machine learning algorithms to automate problem detection, analysis, and resolution. Observability focused on gaining insights into system behaviour through metrics, logs, and traces. As a result, tools like Prometheus, Grafana, and ELK stack (Elasticsearch, Logstash, Kibana) gained popularity.

My only experience with NetFlow collection is on my home firewall/router running pfSense Community Edition, which is free to download and can be installed on a wide assortment of X86 hardware. I installed the Softflowd package, which exports NetFlow data to a dedicated Elasticsearch/Logstash/Kibana (ELK) server on my LAN. I believe Security Onion and ElastiFlow also can be NetFlow collectors.

Elasticsearch, Logstash, and Kibana (ELK) Stack: An open source suite of tools for log management and analysis, providing real-time insights into security events.

Recently I have taken an interest in big data. https://neo4j.com/ , https://cassandra.apache.org/ , https://clickhouse.com/, https://www.elastic.co/ - are all databases I have experience with. Neo4j and Cassandra only as a hobby, but Clickhouse I have used in production, and Elasticsearch I have used for some 7 years now.

Buy an enterprise-class, wired router like the Negate 2100 ($349 USD), which runs pfSense, and configure the Deco AXE5400 device(s) to operate in Access Point Mode. Then install the Softflowd package through the pfSense web UI. Softflowd will collect and export NetFlow data to a NefFlow collector, which is the separate computer/VM/container referred to above, running software like Security Onion, ElastiFlow, or Elasticsearch/Logstash/Kibana (ELK).

If you’re unaware, elastic search is some like enterprise level search shit. They just put it in a theme. https://www.elastic.co

systemctl status kibana ● kibana.service - Kibana Loaded: loaded (/etc/systemd/system/kibana.service; enabled; vendor preset: enabled) Active: active (running) since Tue 2023-03-28 09:40:05 UTC; 33min ago Docs: https://www.elastic.co Main PID: 3168 (node) Tasks: 11 (limit: 9432) Memory: 303.3M CPU: 35.190s CGroup: /system.slice/kibana.service └─3168 /usr/share/kibana/bin/../node/bin/node /usr/share/kibana/bin/../src/cli/dist --logging.dest=/var/log/kibana/kibana.log --pid.file=/run/kibana/kibana.pid "--deprecation.skip_deprecated_settings[0]=logging.dest" Mar 28 09:40:05 wazuh systemd[1]: Started Kibana.