
Cloud Memory Swap: Diagnose Host and Container Limits
Trace cloud memory failures through guest capacity, cgroup limits, swap allowance, storage constraints, and application demand.
Read the guideMEMORY, EXPLAINED / THE BLOG
Ten in-depth guides. Real memory questions. A clearer path from “why is this slow?” to a change you can explain.
Explore fundamentals, Linux configuration, AI offloading, cloud limits, and everyday devices. Each article explains the mechanism, its limits, and a practical next step. Start with RAM versus swap for the shared vocabulary, or choose the category that matches your system.

Trace cloud memory failures through guest capacity, cgroup limits, swap allowance, storage constraints, and application demand.
Read the guide
Compare a compressed RAM-backed device with a compressed swap cache, and measure the capacity-versus-CPU trade-off.
Read the guide
Correlate memory pressure with real tasks, test concurrency, and decide whether your desktop is constrained by RAM or something else.
Read the guide
Learn what explicit model offloading can move between VRAM, RAM, and storage—and how to test whether inference remains useful.
Read the guide
Distinguish live tensors, cached allocations, workload peaks, and retained references before reaching for empty_cache().
Read the guide
Plan swap around real memory peaks, acceptable delays, available storage, and recovery requirements—not a universal RAM multiplier.
Read the guide
Understand the 0–200 swappiness scale and design a reversible experiment around your workload instead of tuning folklore.
Read the guide
Inspect your filesystem, create an example ext4 swap file safely, verify activation, and plan persistence and rollback.
Read the guide
Use built-in memory views, test background demand, and improve a realistic laptop session without deleting system swap files.
Read the guide
Separate RAM, virtual memory, and swap, then learn why occupied swap is not the same as active memory pressure.
Read the guide