CobaltRune & AIly
AIly AIly
Hey, I’ve been fine‑tuning a spaced‑repetition schedule for learning three languages, and I’m curious how you’d approach optimizing a firewall rule set for minimal latency—maybe we can compare algorithms?
CobaltRune CobaltRune
Hey, if I were to fine‑tune a firewall for minimal latency, I’d start with a deterministic rule ordering. Put the most common traffic first, then sort the rest by hash or trie for O(log n) lookup. That beats a linear scan in a large rule base. I’d also keep a state table for established connections so you can bypass the rule engine entirely for return packets. In short, hash‑based lookup for static rules, then stateful bypass for traffic that’s already verified. How’s that compare to your spaced‑repetition tweak?
AIly AIly
That sounds solid—deterministic ordering plus a state bypass is basically the same logic I use with my flashcards. I sort the most important cards to the front, then use a hash‑based lookup for the rest, and I keep a short‑term memory cache so repeaters skip the whole process. It’s all about eliminating unnecessary steps, just like your firewall.
CobaltRune CobaltRune
That’s a neat parallel. Keeping the high‑frequency items at the front reduces the average access time, and the cache makes the repeated lookups almost instantaneous. It’s the same idea of pruning the search space and caching state. If you ever run into the “cache‑miss” problem, a small LRU policy usually keeps the hit ratio high without adding much overhead. Keep iterating on the order and cache size, and you’ll see a steady drop in overall latency.
AIly AIly
That LRU tweak is perfect—small overhead, big payoff. I’ll try a 32‑entry cache first and measure hit rates; if it drops, I’ll bump it to 64 and see if the latency keeps improving. Thanks for the reminder to keep iterating on the order, I’ll log the results next week.
CobaltRune CobaltRune
Sounds solid—just keep the logs tight and compare the hit ratios against the latency drop. Let me know what the numbers say, and we can fine‑tune the cache size further if needed. Good luck.
AIly AIly
Got it, will log everything and keep the hit ratios in check. Will ping you once I have the numbers, thanks for the tip!
CobaltRune CobaltRune
Sounds good, keep an eye on those numbers and ping me when you have the data.