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GPU & LLM Infrastructure

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GPU & LLM Infrastructure

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BASTION

11

A Story of AI Log Monitoring Detecting “Account Lockout Caused by a Hung PC”
AI detects attack → Slack approval → automatic firewall block setup
Building a System for Automated Infrastructure Log Analysis with Local LLM
Design based on the premise of “not trusting Agents” in a DMZ environment vulnerable to compromise
Graduating from Slack Approval Gates to Fully Automated Blocking of Attack Source IPs
Implementation Record: Balancing Accuracy and Determinism with Qwen2.5-14B + GPUStack
Implementing an AI Active Firewall on a Web Server
Mechanism of Multi-Layer Correlation Campaign Detection
The Story of Local LLM Fabricating Monitoring Report Numbers and Countermeasures
We built a mechanism to detect attacks invisible to individual systems through cross-system log correlation
We built a system where AI automatically detects device types and starts monitoring just by pointing syslog to it

BESTNET-CLOUD

21

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Private Network NAT Environment Using Virtual Router
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Steps to Connect Bestnet Cloud and GPU-VPS via 10G Private Network and Implement a GPUStack Cluster

How-To - GPU VPS

2

Install Nvidia Driver and CUDA on Ubuntu 24
Steps to Connect Bestnet Cloud and GPU-VPS via 10G Private Network and Implement a GPUStack Cluster

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Tech Blog

52

A Story of AI Log Monitoring Detecting “Account Lockout Caused by a Hung PC”
AI detects attack → Slack approval → automatic firewall block setup
Building a System for Automated Infrastructure Log Analysis with Local LLM
Design based on the premise of “not trusting Agents” in a DMZ environment vulnerable to compromise
GPUStack v2.1.1: Resolving All Multi-Node Inference Startup Issues
Graduating from Slack Approval Gates to Fully Automated Blocking of Attack Source IPs
I Tried Installing OpenClaw on Ubuntu 24.04
I Tried Natively Installing OpenClaw on Windows 11
Implementation Record: Balancing Accuracy and Determinism with Qwen2.5-14B + GPUStack
Implementing an AI Active Firewall on a Web Server
Installing NVIDIA Driver and CUDA 12.9 for Tesla V100 on Ubuntu 24.04 VM in Proxmox VE
Installing NVIDIA Driver and CUDA on Rocky Linux 9.3
Lightweight Zero Trust Operations Model Implementation Guide
Mechanism of Multi-Layer Correlation Campaign Detection
Migrating PRTG UPS Monitoring Definitions to Zabbix in 30 Minutes Using Claude Code
Migration Story: GPUStack from v0.7.1 to v2.1.1
Resolving the issue where pipeline_parallel=2 crashes on V100
Setting Up Redmine on BESTNET-CLOUD
Steps to Connect Bestnet Cloud and GPU-VPS via 10G Private Network and Implement a GPUStack Cluster
The approach and pitfalls when upgrading Dify from v1.9.2 to v1.13.3
The Story of Local LLM Fabricating Monitoring Report Numbers and Countermeasures
The Story of Turning a Team into a “Pseudo-BMI”
Trying It in a Deprecated Environment: Installing OpenClaw on Windows Server 2019
We built a mechanism to detect attacks invisible to individual systems through cross-system log correlation
We built a system where AI automatically detects device types and starts monitoring just by pointing syslog to it
We tried migrating PRTG network device monitoring definitions to Zabbix using Claude Code [Continued]
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GPU & LLM Infrastructure

GPU & LLM Infrastructure

GPUStack v2.1.1: Resolving All Multi-Node Inference Startup Issues
Implementation Record: Balancing Accuracy and Determinism with Qwen2.5-14B + GPUStack
Installing NVIDIA Driver and CUDA 12.9 for Tesla V100 on Ubuntu 24.04 VM in Proxmox VE
Installing NVIDIA Driver and CUDA on Rocky Linux 9.3
Migration Story: GPUStack from v0.7.1 to v2.1.1
Resolving the issue where pipeline_parallel=2 crashes on V100
Steps to Connect Bestnet Cloud and GPU-VPS via 10G Private Network and Implement a GPUStack Cluster
The approach and pitfalls when upgrading Dify from v1.9.2 to v1.13.3

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