throughput

Practical Linux performance guide focused on MCP—Memory, CPU, and Processes. Install observability tools and capture a baseline, then apply targeted tweaks: CPU governors, IRQ balance/pinning, optional core isolation; swappiness/dirty ratios, THP=madvise, NUMA binding; raise ulimits and tune cgroups; choose I/O schedulers/read-ahead, enable TCP BBR. Persist via tuned/sysctl.d/systemd, change one knob at a time, and roll back safely.

AI/data workflows often choke on VPNs; this Linux-focused guide shows how to measure and fix them: benchmark latency, jitter and throughput; pick WireGuard or tuned OpenVPN ciphers matched to CPU; enable BBR+fq; set MTU/MSS; use RPS/offloads; and add a tiny AI-assisted script to auto-pick the best endpoint. Includes Bash-first commands, distro installs, and a 10-minute test plan to prove gains.

Discover the potent `pv` (Pipe Viewer) utility in Unix-like systems for tracking data progress in pipelines. This tool is essential for managing extensive data transfers and compressions, displaying real-time data processed, time elapsed, throughput rate, and completion estimates. The article offers a comprehensive guide on installing `pv` across various Linux distributions and provides practical usage examples, making it indispensable for system administrators and Linux enthusiasts aiming to boost command-line efficiency.