capacity-performance-wiki
Retrieve capacity performance wiki concepts. Use when the question is about capacity performance: Capacity planning; Performance analysis methodology; Load characterisation and testing; Latency engineering; Efficiency and cost; Scalability patterns as they affect capacity. Scan concepts.json in this skill folder. Read only matching notes. Follow basename links hop by hop. Do not load every note. Do not answer from fleeting/ notes.
Pinned to revision 846c7b7891a5, so it is the text this page describes rather than whatever the author pushed since.
Files
- skills/capacity-performance-wiki/SKILL.md
- skills/capacity-performance-wiki/adaptive-throttling.md
- skills/capacity-performance-wiki/akf-scaling-cube.md
- skills/capacity-performance-wiki/amdahls-law.md
- skills/capacity-performance-wiki/asynchronous-offload-for-capacity.md
- skills/capacity-performance-wiki/automated-capacity-regression-detection.md
- skills/capacity-performance-wiki/automated-cloud-cost-waste-elimination.md
- skills/capacity-performance-wiki/automated-rebalancing-failure-cascade.md
- skills/capacity-performance-wiki/automated-rightsizing-at-scale.md
- skills/capacity-performance-wiki/autoscaling-safety-bounds.md
- skills/capacity-performance-wiki/autoscaling-signal-selection.md
- skills/capacity-performance-wiki/backpressure-and-handshaking.md
- skills/capacity-performance-wiki/bandwidth-delay-product.md
- skills/capacity-performance-wiki/benchmarking-pitfalls.md
- skills/capacity-performance-wiki/bulkhead-pattern.md
- skills/capacity-performance-wiki/cache-hit-ratio-economics.md
- skills/capacity-performance-wiki/cache-replacement-algorithms.md
- skills/capacity-performance-wiki/cache-stampede.md
- skills/capacity-performance-wiki/capacity-doubling-period.md
- skills/capacity-performance-wiki/capacity-headroom-safety-margin.md
- skills/capacity-performance-wiki/capacity-planning-process-cycle.md
- skills/capacity-performance-wiki/capacity-test-types.md
- skills/capacity-performance-wiki/circuit-breaker-pattern.md
- skills/capacity-performance-wiki/client-side-load-balancing-mesh-overhead.md
- skills/capacity-performance-wiki/client-tracked-progress-for-server-statelessness.md
- skills/capacity-performance-wiki/closed-vs-open-queueing-model-selection.md
- skills/capacity-performance-wiki/cloud-network-topology-capacity-planning.md
- skills/capacity-performance-wiki/cloud-resource-throttling.md
- skills/capacity-performance-wiki/compute-bound-vs-memory-bandwidth-bound.md
- skills/capacity-performance-wiki/compute-purchasing-model-spectrum.md
- skills/capacity-performance-wiki/concepts.json
- skills/capacity-performance-wiki/concurrency-limiting-as-admission-control.md
- skills/capacity-performance-wiki/concurrency-models-and-capacity.md
- skills/capacity-performance-wiki/connection-pool-saturation.md
- skills/capacity-performance-wiki/consistent-hashing-token-strategy.md
- skills/capacity-performance-wiki/container-cpu-throttling.md
- skills/capacity-performance-wiki/container-multitenancy-noisy-neighbor.md
- skills/capacity-performance-wiki/coordinated-load-management.md
- skills/capacity-performance-wiki/coordinated-omission.md
- skills/capacity-performance-wiki/cost-of-common-operations.md
- skills/capacity-performance-wiki/cpu-c-states-and-latency.md
- skills/capacity-performance-wiki/cpu-steal-time.md
- skills/capacity-performance-wiki/critical-path-redesign.md
- skills/capacity-performance-wiki/database-block-size-misalignment.md
- skills/capacity-performance-wiki/delayed-feedback-oscillation.md
- skills/capacity-performance-wiki/direct-reclaim-stalls.md
- skills/capacity-performance-wiki/dirty-page-write-throttling.md
- skills/capacity-performance-wiki/disaggregated-storage-compute-architecture.md
- skills/capacity-performance-wiki/disk-failure-rate-planning.md
- skills/capacity-performance-wiki/effective-demand.md
- skills/capacity-performance-wiki/efficiency-investment-vs-resource-cost.md
- skills/capacity-performance-wiki/energy-as-a-capacity-resource.md
- skills/capacity-performance-wiki/ephemeral-port-exhaustion.md
- skills/capacity-performance-wiki/explain-unexpected-performance-changes.md
- skills/capacity-performance-wiki/fair-share-scheduler-entitlement-capping.md
- skills/capacity-performance-wiki/false-sharing.md
- skills/capacity-performance-wiki/fan-out-on-write-vs-fan-out-on-read.md
- skills/capacity-performance-wiki/fermi-decomposition-for-capacity-estimation.md
- skills/capacity-performance-wiki/file-system-vs-disk-latency.md
- skills/capacity-performance-wiki/fitting-universal-scalability-law-to-data.md
- skills/capacity-performance-wiki/fixed-partition-count-scaling-ceiling.md
- skills/capacity-performance-wiki/fleet-rightsizing-squeeze-optimize-migrate.md
- skills/capacity-performance-wiki/follower-reads-for-capacity.md
- skills/capacity-performance-wiki/free-vs-available-memory.md
- skills/capacity-performance-wiki/goodput-vs-throughput.md
- skills/capacity-performance-wiki/heavy-tailed-load-skew.md
- skills/capacity-performance-wiki/horizontal-vs-vertical-scaling.md
- skills/capacity-performance-wiki/hotspotting.md
- skills/capacity-performance-wiki/hyperthreading-capacity-illusion.md
- skills/capacity-performance-wiki/inode-exhaustion.md
- skills/capacity-performance-wiki/instructions-per-cycle.md
- skills/capacity-performance-wiki/instrumentation-overhead-and-observer-effect.md
- skills/capacity-performance-wiki/interactive-latency-thresholds.md
- skills/capacity-performance-wiki/io-scheduler-selection.md
- skills/capacity-performance-wiki/latency-engineering-investment-break-even.md
- skills/capacity-performance-wiki/latency-first-unit-vs-per-unit-rate.md
- skills/capacity-performance-wiki/latency-percentiles-vs-mean.md
- skills/capacity-performance-wiki/law-of-bottlenecks.md
- skills/capacity-performance-wiki/lifo-vs-fifo-queueing-under-overload.md
- skills/capacity-performance-wiki/littles-law.md
- skills/capacity-performance-wiki/live-traffic-capacity-validation.md
- skills/capacity-performance-wiki/load-balancing-algorithm-capacity-awareness.md
- skills/capacity-performance-wiki/load-generator-bottlenecks.md
- skills/capacity-performance-wiki/load-parameters.md
- skills/capacity-performance-wiki/lock-contention-overhead.md
- skills/capacity-performance-wiki/lsm-tree-write-amplification.md
- skills/capacity-performance-wiki/measure-before-optimizing.md
- skills/capacity-performance-wiki/memory-overcommit.md
- skills/capacity-performance-wiki/memory-to-flash-read-path-tiering.md
- skills/capacity-performance-wiki/micro-benchmark-framework-investment.md
- skills/capacity-performance-wiki/mm1-queue-model.md
- skills/capacity-performance-wiki/mtbf-mttr-spare-capacity-sizing.md
- skills/capacity-performance-wiki/multitenancy-bin-packing-motivation.md
- skills/capacity-performance-wiki/n-plus-m-redundancy.md
- skills/capacity-performance-wiki/non-abstract-large-system-design.md
- skills/capacity-performance-wiki/non-uniform-memory-access.md
- skills/capacity-performance-wiki/o-direct-io.md
- skills/capacity-performance-wiki/off-cpu-analysis.md
- skills/capacity-performance-wiki/partition-metadata-lookup-bottleneck.md
- skills/capacity-performance-wiki/percentile-aggregation-across-nodes.md
- skills/capacity-performance-wiki/percentile-sample-size-requirement.md
- skills/capacity-performance-wiki/predictive-autoscaling.md
- skills/capacity-performance-wiki/query-execution-spilling.md
- skills/capacity-performance-wiki/quorum-size-throughput-tradeoff.md
- skills/capacity-performance-wiki/raid-write-penalty.md
- skills/capacity-performance-wiki/ranked-vs-complete-retrieval-tradeoff.md
- skills/capacity-performance-wiki/red-method.md
- skills/capacity-performance-wiki/reduce-phase-single-node-bottleneck.md
- skills/capacity-performance-wiki/request-batching-for-throughput.md
- skills/capacity-performance-wiki/request-pipelining-in-flight-limit.md
- skills/capacity-performance-wiki/request-priority-shedding.md
- skills/capacity-performance-wiki/request-scheduling-policy-selection.md
- skills/capacity-performance-wiki/resource-declaration-drift.md
- skills/capacity-performance-wiki/resource-vs-workload-perspectives.md
- skills/capacity-performance-wiki/rpc-deadlines-and-resource-holding.md
- skills/capacity-performance-wiki/scale-driven-architecture-selection.md
- skills/capacity-performance-wiki/scaled-capacity-test-environment.md
- skills/capacity-performance-wiki/self-serve-load-test-tooling.md
- skills/capacity-performance-wiki/self-similar-traffic-and-buffer-sizing.md
- skills/capacity-performance-wiki/serverless-mapreduce-capacity-limits.md
- skills/capacity-performance-wiki/significant-digits-in-capacity-calculations.md
- skills/capacity-performance-wiki/single-writer-thread-pattern.md
- skills/capacity-performance-wiki/socket-backlog-queues.md
- skills/capacity-performance-wiki/speedup-vs-scaleup.md
- skills/capacity-performance-wiki/ssd-write-amplification.md
- skills/capacity-performance-wiki/synchronized-retry-storm.md
- skills/capacity-performance-wiki/system-load-average.md
- skills/capacity-performance-wiki/tail-latency-amplification.md
- skills/capacity-performance-wiki/throughput-vs-latency-tradeoff.md
- skills/capacity-performance-wiki/transparent-huge-pages.md
- skills/capacity-performance-wiki/tunable-per-request-quorum-nrw.md
- skills/capacity-performance-wiki/unbalanced-tier-capacity.md
- skills/capacity-performance-wiki/unbounded-result-set-antipattern.md
- skills/capacity-performance-wiki/universal-scalability-law.md
- skills/capacity-performance-wiki/use-method.md
- skills/capacity-performance-wiki/utilization-law.md
- skills/capacity-performance-wiki/utilization-vs-efficiency.md
- skills/capacity-performance-wiki/virtual-load-testing-via-scalability-model.md
- skills/capacity-performance-wiki/virtual-waiting-room.md
- skills/capacity-performance-wiki/wire-format-overhead-throughput-ceiling.md
- skills/capacity-performance-wiki/workload-classification-by-contention-and-coherency.md
- skills/capacity-performance-wiki/write-buffering-with-durability-escape-valve.md
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